Nameexact_genome_1512568488_44_7133_1
Workunit2606981
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:42 UTC
Report deadline16 Dec 2017, 7:32:52 UTC
Received9 Dec 2017, 6:36:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 13 min 30 sec
CPU time4 hours 13 min 3 sec
Validate stateValid
Credit2,076.59
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.73 MB
Peak swap size159.34 MB
Peak disk usage2.04 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 10000 (96.77%), best:    9704/10000 (97.04%), error:      1079.16211, best error:       970.80231 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 138.3175201416s, input_fired_time: 1.7402843237, output_fired_time: 1.6333715916, propagate_forward_time: 52.1716995239, propagate_backward_time: 79.6034240723, weight_update_time: 0.1651971191, other_time: 3.1687393188
epoch time: 11.3443794250s, input_fired_time: 0.2152172029, output_fired_time: 0.0000000000, propagate_forward_time: 10.5639677048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651941299
validation[          , genome  7133] predictions:    9701/  10000 (97.01%), best:    9704/10000 (97.04%), error:       977.00214, best error:       970.80231 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.3829498291s, input_fired_time: 1.7427384853, output_fired_time: 1.6316069365, propagate_forward_time: 52.2679901123, propagate_backward_time: 79.5558090210, weight_update_time: 0.1652744561, other_time: 3.1848068237
epoch time: 11.3120212555s, input_fired_time: 0.2144236118, output_fired_time: 0.0000000000, propagate_forward_time: 10.5387430191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588550568
validation[          , genome  7133] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       942.44366, best error:       942.44366 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.8550872803s, input_fired_time: 1.7417961359, output_fired_time: 1.6331890821, propagate_forward_time: 52.4891128540, propagate_backward_time: 79.8347473145, weight_update_time: 0.1653978080, other_time: 3.1562423706
epoch time: 11.2436552048s, input_fired_time: 0.2136653066, output_fired_time: 0.0000000000, propagate_forward_time: 10.4713897705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586004257
validation[          , genome  7133] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       909.25244, best error:       909.25244 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 138.5943603516s, input_fired_time: 1.7422988415, output_fired_time: 1.6309494972, propagate_forward_time: 52.3859901428, propagate_backward_time: 79.6464920044, weight_update_time: 0.1663204879, other_time: 3.1886367798
epoch time: 11.2276372910s, input_fired_time: 0.2139064670, output_fired_time: 0.0000000000, propagate_forward_time: 10.4618997574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518312454
validation[          , genome  7133] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       984.73596, best error:       909.25244 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 138.8233032227s, input_fired_time: 1.7404186726, output_fired_time: 1.6343033314, propagate_forward_time: 52.5052528381, propagate_backward_time: 79.7864303589, weight_update_time: 0.1656630784, other_time: 3.1568984985
epoch time: 11.1940374374s, input_fired_time: 0.2175928652, output_fired_time: 0.0000000000, propagate_forward_time: 10.4050207138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714235306
validation[          , genome  7133] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       980.83716, best error:       909.25244 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 138.6759643555s, input_fired_time: 1.7501248121, output_fired_time: 1.6326229572, propagate_forward_time: 52.3662338257, propagate_backward_time: 79.7715988159, weight_update_time: 0.1646313667, other_time: 3.1553802490
epoch time: 11.0866365433s, input_fired_time: 0.2141926736, output_fired_time: 0.0000000000, propagate_forward_time: 10.3061075211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663366318
validation[          , genome  7133] predictions:    9557/  10000 (95.57%), best:    9744/10000 (97.44%), error:      1504.19910, best error:       909.25244 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.1800231934s, input_fired_time: 1.7462325096, output_fired_time: 1.6372909546, propagate_forward_time: 52.6100120544, propagate_backward_time: 80.0036697388, weight_update_time: 0.1663347632, other_time: 3.1828231812
epoch time: 10.7435884476s, input_fired_time: 0.2090122253, output_fired_time: 0.0000000000, propagate_forward_time: 9.9851741791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494022369
validation[          , genome  7133] predictions:    9569/  10000 (95.69%), best:    9744/10000 (97.44%), error:      1352.67749, best error:       909.25244 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 138.0840606689s, input_fired_time: 1.7408257723, output_fired_time: 1.6224646568, propagate_forward_time: 52.0304260254, propagate_backward_time: 79.5170288086, weight_update_time: 0.1647604257, other_time: 3.1733093262
epoch time: 11.2454271317s, input_fired_time: 0.2173727155, output_fired_time: 0.0000000000, propagate_forward_time: 10.4729108810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551433563
validation[          , genome  7133] predictions:    9657/  10000 (96.57%), best:    9744/10000 (97.44%), error:      1106.83032, best error:       909.25244 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 138.0633697510s, input_fired_time: 1.7403962612, output_fired_time: 1.6216796637, propagate_forward_time: 52.0994834900, propagate_backward_time: 79.4625167847, weight_update_time: 0.1643297821, other_time: 3.1392898560
epoch time: 10.9660959244s, input_fired_time: 0.2116915435, output_fired_time: 0.0000000000, propagate_forward_time: 10.2000608444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543432236
validation[          , genome  7133] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       993.78284, best error:       909.25244 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 138.6277618408s, input_fired_time: 1.7488185167, output_fired_time: 1.6345676184, propagate_forward_time: 52.2845382690, propagate_backward_time: 79.7676391602, weight_update_time: 0.1656978428, other_time: 3.1921920776
epoch time: 11.3046712875s, input_fired_time: 0.2181586176, output_fired_time: 0.0000000000, propagate_forward_time: 10.5214405060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650720596
validation[          , genome  7133] predictions:    9668/  10000 (96.68%), best:    9744/10000 (97.44%), error:      1058.71533, best error:       909.25244 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.8051452637s, input_fired_time: 1.7417955399, output_fired_time: 1.6328787804, propagate_forward_time: 52.3787384033, propagate_backward_time: 79.9028091431, weight_update_time: 0.1651228964, other_time: 3.1489334106
epoch time: 11.2790889740s, input_fired_time: 0.2167741656, output_fired_time: 0.0000000000, propagate_forward_time: 10.4897775650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725374222
validation[          , genome  7133] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       963.08344, best error:       909.25244 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 138.2074737549s, input_fired_time: 1.7437058687, output_fired_time: 1.6250660419, propagate_forward_time: 52.1113166809, propagate_backward_time: 79.5545806885, weight_update_time: 0.1659723371, other_time: 3.1728057861
epoch time: 11.1740741730s, input_fired_time: 0.2171674520, output_fired_time: 0.0000000000, propagate_forward_time: 10.3909235001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659828186
validation[          , genome  7133] predictions:    9693/  10000 (96.93%), best:    9744/10000 (97.44%), error:       984.93799, best error:       909.25244 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 138.6221008301s, input_fired_time: 1.7592316866, output_fired_time: 1.6354258060, propagate_forward_time: 52.3254776001, propagate_backward_time: 79.7033386230, weight_update_time: 0.1661720425, other_time: 3.1986312866
epoch time: 11.2997274399s, input_fired_time: 0.2177961320, output_fired_time: 0.0000000000, propagate_forward_time: 10.5158948898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660362244
validation[          , genome  7133] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       876.29083, best error:       876.29083 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 138.2242431641s, input_fired_time: 1.7496269941, output_fired_time: 1.6283036470, propagate_forward_time: 52.2387390137, propagate_backward_time: 79.4418716431, weight_update_time: 0.1647972763, other_time: 3.1656875610
epoch time: 11.3422231674s, input_fired_time: 0.2186859846, output_fired_time: 0.0000000000, propagate_forward_time: 10.5666370392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569000244
validation[          , genome  7133] predictions:    9670/  10000 (96.70%), best:    9737/10000 (97.37%), error:      1057.19836, best error:       876.29083 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 138.3405914307s, input_fired_time: 1.7546362877, output_fired_time: 1.6346176863, propagate_forward_time: 52.2168922424, propagate_backward_time: 79.5721282959, weight_update_time: 0.1647086442, other_time: 3.1623229980
epoch time: 11.3028097153s, input_fired_time: 0.2163440734, output_fired_time: 0.0000000000, propagate_forward_time: 10.5223731995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640926361
validation[          , genome  7133] predictions:    9637/  10000 (96.37%), best:    9737/10000 (97.37%), error:      1183.56506, best error:       876.29083 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 138.5124053955s, input_fired_time: 1.7545889616, output_fired_time: 1.6383734941, propagate_forward_time: 52.3669815063, propagate_backward_time: 79.5916595459, weight_update_time: 0.1646836251, other_time: 3.1608047485
epoch time: 11.2888526917s, input_fired_time: 0.2194847018, output_fired_time: 0.0000000000, propagate_forward_time: 10.4981832504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711851120
validation[          , genome  7133] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       854.94476, best error:       854.94476 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 137.6019897461s, input_fired_time: 1.7594078779, output_fired_time: 1.6201390028, propagate_forward_time: 51.8590545654, propagate_backward_time: 79.1518554688, weight_update_time: 0.1656845212, other_time: 3.2115325928
epoch time: 11.0288610458s, input_fired_time: 0.2153820843, output_fired_time: 0.0000000000, propagate_forward_time: 10.2532300949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602493286
validation[          , genome  7133] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       901.79358, best error:       854.94476 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.9852905273s, input_fired_time: 1.7618541718, output_fired_time: 1.6385633945, propagate_forward_time: 52.5557022095, propagate_backward_time: 79.8607788086, weight_update_time: 0.1653215736, other_time: 3.1683883667
epoch time: 11.2590436935s, input_fired_time: 0.2211712450, output_fired_time: 0.0000000000, propagate_forward_time: 10.4646301270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732421875
validation[          , genome  7133] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       877.78461, best error:       854.94476 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 136.6130676270s, input_fired_time: 1.7502685785, output_fired_time: 1.6138345003, propagate_forward_time: 51.5606842041, propagate_backward_time: 78.5201339722, weight_update_time: 0.1639836729, other_time: 3.1681442261
epoch time: 11.1465978622s, input_fired_time: 0.2168965340, output_fired_time: 0.0000000000, propagate_forward_time: 10.3672885895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624122620
validation[          , genome  7133] predictions:    9665/  10000 (96.65%), best:    9751/10000 (97.51%), error:      1151.74939, best error:       854.94476 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 138.8550872803s, input_fired_time: 1.7610340118, output_fired_time: 1.6350370646, propagate_forward_time: 52.4196586609, propagate_backward_time: 79.8837661743, weight_update_time: 0.1648883969, other_time: 3.1555862427
epoch time: 11.0528116226s, input_fired_time: 0.2159124762, output_fired_time: 0.0000000000, propagate_forward_time: 10.2744970322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624017715
validation[          , genome  7133] predictions:    9702/  10000 (97.02%), best:    9751/10000 (97.51%), error:       991.86139, best error:       854.94476 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 138.3841400146s, input_fired_time: 1.7575998306, output_fired_time: 1.6317806244, propagate_forward_time: 52.1804237366, propagate_backward_time: 79.6608657837, weight_update_time: 0.1650865227, other_time: 3.1534805298
epoch time: 11.1389341354s, input_fired_time: 0.2208886445, output_fired_time: 0.0000000000, propagate_forward_time: 10.3469085693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711364746
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       843.40399, best error:       843.40399 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 137.8639373779s, input_fired_time: 1.7622293234, output_fired_time: 1.6279437542, propagate_forward_time: 51.9847793579, propagate_backward_time: 79.3313293457, weight_update_time: 0.1645755619, other_time: 3.1576614380
epoch time: 11.4167423248s, input_fired_time: 0.2225342244, output_fired_time: 0.0000000000, propagate_forward_time: 10.6269788742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672292709
validation[          , genome  7133] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1003.93134, best error:       843.40399 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 138.3773498535s, input_fired_time: 1.7673676014, output_fired_time: 1.6300179958, propagate_forward_time: 52.1356048584, propagate_backward_time: 79.6575622559, weight_update_time: 0.1659671664, other_time: 3.1867980957
epoch time: 11.2999553680s, input_fired_time: 0.2203412652, output_fired_time: 0.0000000000, propagate_forward_time: 10.5221719742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574417114
validation[          , genome  7133] predictions:    9709/  10000 (97.09%), best:    9761/10000 (97.61%), error:       912.98309, best error:       843.40399 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 139.0337219238s, input_fired_time: 1.7741160393, output_fired_time: 1.6397937536, propagate_forward_time: 52.5042915344, propagate_backward_time: 79.9492034912, weight_update_time: 0.1654520631, other_time: 3.1663208008
epoch time: 11.3571739197s, input_fired_time: 0.2221077234, output_fired_time: 0.0000000000, propagate_forward_time: 10.5679569244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671091080
validation[          , genome  7133] predictions:    9711/  10000 (97.11%), best:    9761/10000 (97.61%), error:       905.56952, best error:       843.40399 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 137.8225250244s, input_fired_time: 1.7659813166, output_fired_time: 1.6170008183, propagate_forward_time: 51.9687919617, propagate_backward_time: 79.2919464111, weight_update_time: 0.1656686813, other_time: 3.1788024902
epoch time: 11.3793191910s, input_fired_time: 0.2223058194, output_fired_time: 0.0000000000, propagate_forward_time: 10.6018314362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551815033
validation[          , genome  7133] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       949.08801, best error:       843.40399 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.4413146973s, input_fired_time: 1.7702555656, output_fired_time: 1.6333363056, propagate_forward_time: 52.2374572754, propagate_backward_time: 79.6477050781, weight_update_time: 0.1650829762, other_time: 3.1525726318
epoch time: 11.2617216110s, input_fired_time: 0.2241905481, output_fired_time: 0.0000000000, propagate_forward_time: 10.4600973129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774335861
validation[          , genome  7133] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       870.66742, best error:       843.40399 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 138.0161590576s, input_fired_time: 1.7704410553, output_fired_time: 1.6253968477, propagate_forward_time: 52.0279006958, propagate_backward_time: 79.4345932007, weight_update_time: 0.1647609174, other_time: 3.1578216553
epoch time: 11.2657976151s, input_fired_time: 0.2232197970, output_fired_time: 0.0000000000, propagate_forward_time: 10.4751911163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673866272
validation[          , genome  7133] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       862.26489, best error:       843.40399 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 138.5034637451s, input_fired_time: 1.7735629082, output_fired_time: 1.6356240511, propagate_forward_time: 52.2262496948, propagate_backward_time: 79.7055511475, weight_update_time: 0.1650445163, other_time: 3.1624832153
epoch time: 11.0796251297s, input_fired_time: 0.2197826952, output_fired_time: 0.0000000000, propagate_forward_time: 10.3004074097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594348907
validation[          , genome  7133] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       842.29230, best error:       842.29230 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 138.8405761719s, input_fired_time: 1.7787755728, output_fired_time: 1.6366553307, propagate_forward_time: 52.3686180115, propagate_backward_time: 79.8899993896, weight_update_time: 0.1651167125, other_time: 3.1665191650
epoch time: 11.3091917038s, input_fired_time: 0.2220682204, output_fired_time: 0.0000000000, propagate_forward_time: 10.5177974701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693264008
validation[          , genome  7133] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       921.75385, best error:       842.29230 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.8591613770s, input_fired_time: 1.7776381969, output_fired_time: 1.6388101578, propagate_forward_time: 52.4512405396, propagate_backward_time: 79.8261337280, weight_update_time: 0.1676818132, other_time: 3.1653442383
epoch time: 11.0970611572s, input_fired_time: 0.2194857001, output_fired_time: 0.0000000000, propagate_forward_time: 10.3116416931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659341812
validation[          , genome  7133] predictions:    9650/  10000 (96.50%), best:    9750/10000 (97.50%), error:      1213.78052, best error:       842.29230 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 137.0114746094s, input_fired_time: 1.7648237944, output_fired_time: 1.6155552864, propagate_forward_time: 51.5522308350, propagate_backward_time: 78.9125137329, weight_update_time: 0.1644618958, other_time: 3.1663589478
epoch time: 11.2931060791s, input_fired_time: 0.2231316864, output_fired_time: 0.0000000000, propagate_forward_time: 10.5038623810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661115646
validation[          , genome  7133] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       832.99731, best error:       832.99731 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 137.8236694336s, input_fired_time: 1.7790408134, output_fired_time: 1.6258585453, propagate_forward_time: 51.9908180237, propagate_backward_time: 79.2406539917, weight_update_time: 0.1651356965, other_time: 3.1873092651
epoch time: 11.2352533340s, input_fired_time: 0.2220308930, output_fired_time: 0.0000000000, propagate_forward_time: 10.4528951645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603275299
validation[          , genome  7133] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       854.03821, best error:       832.99731 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 137.7388305664s, input_fired_time: 1.7803230286, output_fired_time: 1.6225428581, propagate_forward_time: 52.0780982971, propagate_backward_time: 79.0605697632, weight_update_time: 0.1655217707, other_time: 3.1973037720
epoch time: 11.0432682037s, input_fired_time: 0.2192829549, output_fired_time: 0.0000000000, propagate_forward_time: 10.2526817322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713033676
validation[          , genome  7133] predictions:    9706/  10000 (97.06%), best:    9756/10000 (97.56%), error:       969.91779, best error:       832.99731 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 139.1846771240s, input_fired_time: 1.7832603455, output_fired_time: 1.6384944916, propagate_forward_time: 52.5026855469, propagate_backward_time: 80.0894012451, weight_update_time: 0.1657900512, other_time: 3.1708374023
epoch time: 11.2872562408s, input_fired_time: 0.2228690535, output_fired_time: 0.0000000000, propagate_forward_time: 10.5043792725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600080490
validation[          , genome  7133] predictions:    9708/  10000 (97.08%), best:    9756/10000 (97.56%), error:       920.90448, best error:       832.99731 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 137.5996246338s, input_fired_time: 1.7776571512, output_fired_time: 1.6248717308, propagate_forward_time: 51.8803672791, propagate_backward_time: 79.1379318237, weight_update_time: 0.1652651876, other_time: 3.1787796021
epoch time: 11.2487773895s, input_fired_time: 0.2235049158, output_fired_time: 0.0000000000, propagate_forward_time: 10.4666090012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586633682
validation[          , genome  7133] predictions:    9757/  10000 (97.57%), best:    9756/10000 (97.56%), error:       840.24359, best error:       832.99731 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 138.9554443359s, input_fired_time: 1.7844035625, output_fired_time: 1.6370484829, propagate_forward_time: 52.4413414001, propagate_backward_time: 79.9375686646, weight_update_time: 0.1649456918, other_time: 3.1550674438
epoch time: 11.3493480682s, input_fired_time: 0.2268677205, output_fired_time: 0.0000000000, propagate_forward_time: 10.5471820831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752983093
validation[          , genome  7133] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       843.99005, best error:       832.99731 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.7191619873s, input_fired_time: 1.7865946293, output_fired_time: 1.6368249655, propagate_forward_time: 52.3398475647, propagate_backward_time: 79.7701110840, weight_update_time: 0.1660762131, other_time: 3.1857910156
epoch time: 11.2913818359s, input_fired_time: 0.2246369421, output_fired_time: 0.0000000000, propagate_forward_time: 10.5068788528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598659515
validation[          , genome  7133] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       797.38141, best error:       797.38141 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 137.9567260742s, input_fired_time: 1.7856466770, output_fired_time: 1.6309657097, propagate_forward_time: 51.9654655457, propagate_backward_time: 79.3283462524, weight_update_time: 0.1677939892, other_time: 3.2462997437
epoch time: 11.1674385071s, input_fired_time: 0.2237440050, output_fired_time: 0.0000000000, propagate_forward_time: 10.3847055435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589885712
validation[          , genome  7133] predictions:    9722/  10000 (97.22%), best:    9763/10000 (97.63%), error:       959.71075, best error:       797.38141 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.1838226318s, input_fired_time: 1.7819747925, output_fired_time: 1.6270120144, propagate_forward_time: 52.2296524048, propagate_backward_time: 79.3730239868, weight_update_time: 0.1652892530, other_time: 3.1721649170
epoch time: 11.3440351486s, input_fired_time: 0.2255099267, output_fired_time: 0.0000000000, propagate_forward_time: 10.5561313629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623941422
validation[          , genome  7133] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       804.37793, best error:       797.38141 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 139.2250366211s, input_fired_time: 1.7927689552, output_fired_time: 1.6425822973, propagate_forward_time: 52.4965934753, propagate_backward_time: 80.0953292847, weight_update_time: 0.1668074131, other_time: 3.1977615356
epoch time: 11.1997499466s, input_fired_time: 0.2217738479, output_fired_time: 0.0000000000, propagate_forward_time: 10.4252033234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527725220
validation[          , genome  7133] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       748.79291, best error:       748.79291 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 138.6513214111s, input_fired_time: 1.7901954651, output_fired_time: 1.6369419098, propagate_forward_time: 52.3648033142, propagate_backward_time: 79.6824417114, weight_update_time: 0.1654392481, other_time: 3.1769332886
epoch time: 11.3025369644s, input_fired_time: 0.2242724597, output_fired_time: 0.0000000000, propagate_forward_time: 10.5266485214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516157150
validation[          , genome  7133] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       823.52008, best error:       748.79291 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 138.6290740967s, input_fired_time: 1.7881968021, output_fired_time: 1.6345279217, propagate_forward_time: 52.2987823486, propagate_backward_time: 79.7268753052, weight_update_time: 0.1658744961, other_time: 3.1807022095
epoch time: 11.2124137878s, input_fired_time: 0.2241930217, output_fired_time: 0.0000000000, propagate_forward_time: 10.4233751297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648460388
validation[          , genome  7133] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       782.96295, best error:       748.79291 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 139.2994537354s, input_fired_time: 1.7958406210, output_fired_time: 1.6446909904, propagate_forward_time: 52.5694503784, propagate_backward_time: 80.0999145508, weight_update_time: 0.1666087061, other_time: 3.1895675659
epoch time: 11.2947998047s, input_fired_time: 0.2239513993, output_fired_time: 0.0000000000, propagate_forward_time: 10.5039062500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669422150
validation[          , genome  7133] predictions:    9716/  10000 (97.16%), best:    9785/10000 (97.85%), error:       886.52863, best error:       748.79291 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 138.3344116211s, input_fired_time: 1.7922033072, output_fired_time: 1.6301714182, propagate_forward_time: 52.2229499817, propagate_backward_time: 79.4900894165, weight_update_time: 0.1661520004, other_time: 3.1989974976
epoch time: 11.2277507782s, input_fired_time: 0.2233835608, output_fired_time: 0.0000000000, propagate_forward_time: 10.4356927872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686740875
validation[          , genome  7133] predictions:    9725/  10000 (97.25%), best:    9785/10000 (97.85%), error:       917.08350, best error:       748.79291 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 138.6144714355s, input_fired_time: 1.7902699709, output_fired_time: 1.6324768066, propagate_forward_time: 52.4431762695, propagate_backward_time: 79.5893783569, weight_update_time: 0.1658263803, other_time: 3.1591720581
epoch time: 11.1443710327s, input_fired_time: 0.2237373590, output_fired_time: 0.0000000000, propagate_forward_time: 10.3636779785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569553375
validation[          , genome  7133] predictions:    9734/  10000 (97.34%), best:    9785/10000 (97.85%), error:       867.43726, best error:       748.79291 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 138.8247985840s, input_fired_time: 1.7947349548, output_fired_time: 1.6376595497, propagate_forward_time: 52.3597831726, propagate_backward_time: 79.8592681885, weight_update_time: 0.1654433906, other_time: 3.1733398438
epoch time: 11.2606353760s, input_fired_time: 0.2240440547, output_fired_time: 0.0000000000, propagate_forward_time: 10.4714822769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651092529
validation[          , genome  7133] predictions:    9712/  10000 (97.12%), best:    9785/10000 (97.85%), error:       949.65662, best error:       748.79291 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 138.0144805908s, input_fired_time: 1.7887593508, output_fired_time: 1.6256172657, propagate_forward_time: 52.0791320801, propagate_backward_time: 79.3486022949, weight_update_time: 0.1656226069, other_time: 3.1723785400
epoch time: 11.2647609711s, input_fired_time: 0.2268252373, output_fired_time: 0.0000000000, propagate_forward_time: 10.4646129608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5733222961
validation[          , genome  7133] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       888.62396, best error:       748.79291 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 138.4788208008s, input_fired_time: 1.7919526100, output_fired_time: 1.6289796829, propagate_forward_time: 52.3874549866, propagate_backward_time: 79.4949493408, weight_update_time: 0.1657085866, other_time: 3.1754913330
epoch time: 11.1962394714s, input_fired_time: 0.2271406502, output_fired_time: 0.0000000000, propagate_forward_time: 10.3972396851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718593597
validation[          , genome  7133] predictions:    9708/  10000 (97.08%), best:    9785/10000 (97.85%), error:       960.83136, best error:       748.79291 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.5112609863s, input_fired_time: 1.7865637541, output_fired_time: 1.6173373461, propagate_forward_time: 51.8382949829, propagate_backward_time: 79.0737686157, weight_update_time: 0.1662907600, other_time: 3.1952972412
epoch time: 11.2252092361s, input_fired_time: 0.2276219130, output_fired_time: 0.0000000000, propagate_forward_time: 10.4277467728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698404312
validation[          , genome  7133] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       809.27911, best error:       748.79291 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.7712249756s, input_fired_time: 1.7945773602, output_fired_time: 1.6262866259, propagate_forward_time: 52.0508956909, propagate_backward_time: 79.1076812744, weight_update_time: 0.1657142788, other_time: 3.1917953491
epoch time: 11.2948350906s, input_fired_time: 0.2241556495, output_fired_time: 0.0000000000, propagate_forward_time: 10.5047149658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659646988
validation[          , genome  7133] predictions:    9716/  10000 (97.16%), best:    9785/10000 (97.85%), error:       951.33038, best error:       748.79291 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 137.8906555176s, input_fired_time: 1.7919596434, output_fired_time: 1.6257026196, propagate_forward_time: 51.9790115356, propagate_backward_time: 79.2927246094, weight_update_time: 0.1660860330, other_time: 3.2012557983
epoch time: 11.3321571350s, input_fired_time: 0.2257008702, output_fired_time: 0.0000000000, propagate_forward_time: 10.5391492844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673065186
validation[          , genome  7133] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       823.01556, best error:       748.79291 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 138.3945312500s, input_fired_time: 1.7981338501, output_fired_time: 1.6342612505, propagate_forward_time: 52.3422927856, propagate_backward_time: 79.4186325073, weight_update_time: 0.1665477157, other_time: 3.2012176514
epoch time: 11.3180494308s, input_fired_time: 0.2274298966, output_fired_time: 0.0000000000, propagate_forward_time: 10.5192508698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713682175
validation[          , genome  7133] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       828.70557, best error:       748.79291 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 139.0623626709s, input_fired_time: 1.8000389338, output_fired_time: 1.6411354542, propagate_forward_time: 52.3546943665, propagate_backward_time: 80.0682449341, weight_update_time: 0.1662989557, other_time: 3.1982650757
epoch time: 11.1251115799s, input_fired_time: 0.2241295576, output_fired_time: 0.0000000000, propagate_forward_time: 10.3403272629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606546402
validation[          , genome  7133] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       822.10406, best error:       748.79291 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 138.1527709961s, input_fired_time: 1.7921205759, output_fired_time: 1.6333271265, propagate_forward_time: 52.1575813293, propagate_backward_time: 79.4005584717, weight_update_time: 0.1653461456, other_time: 3.1691894531
epoch time: 11.3245840073s, input_fired_time: 0.2275860608, output_fired_time: 0.0000000000, propagate_forward_time: 10.5325584412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644397736
validation[          , genome  7133] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       899.07770, best error:       748.79291 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.1241760254s, input_fired_time: 1.8076549768, output_fired_time: 1.6413787603, propagate_forward_time: 52.4648017883, propagate_backward_time: 79.9964370728, weight_update_time: 0.1675901860, other_time: 3.2139205933
epoch time: 11.1299638748s, input_fired_time: 0.2275384516, output_fired_time: 0.0000000000, propagate_forward_time: 10.3296995163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727262497
validation[          , genome  7133] predictions:    9745/  10000 (97.45%), best:    9785/10000 (97.85%), error:       826.73999, best error:       748.79291 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 138.8108215332s, input_fired_time: 1.8013796806, output_fired_time: 1.6379741430, propagate_forward_time: 52.3577537537, propagate_backward_time: 79.8075180054, weight_update_time: 0.1667786986, other_time: 3.2061996460
epoch time: 11.1574773788s, input_fired_time: 0.2256260812, output_fired_time: 0.0000000000, propagate_forward_time: 10.3819026947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499486923
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       827.56763, best error:       748.79291 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.3992004395s, input_fired_time: 1.8009113073, output_fired_time: 1.6358721256, propagate_forward_time: 52.2316551208, propagate_backward_time: 79.5354690552, weight_update_time: 0.1660250127, other_time: 3.1952743530
epoch time: 11.3421907425s, input_fired_time: 0.2267842889, output_fired_time: 0.0000000000, propagate_forward_time: 10.5393285751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760774612
validation[          , genome  7133] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       894.25995, best error:       748.79291 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 137.0182952881s, input_fired_time: 1.7949331999, output_fired_time: 1.6221436262, propagate_forward_time: 51.6159172058, propagate_backward_time: 78.7510223389, weight_update_time: 0.1669527590, other_time: 3.2342681885
epoch time: 11.3592996597s, input_fired_time: 0.2303477526, output_fired_time: 0.0000000000, propagate_forward_time: 10.5590848923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698671341
validation[          , genome  7133] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       866.67792, best error:       748.79291 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.8515625000s, input_fired_time: 1.7997952700, output_fired_time: 1.6362192631, propagate_forward_time: 52.3670425415, propagate_backward_time: 79.8404541016, weight_update_time: 0.1669061780, other_time: 3.2080612183
epoch time: 11.2312221527s, input_fired_time: 0.2251919806, output_fired_time: 0.0000000000, propagate_forward_time: 10.4395475388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664825439
validation[          , genome  7133] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       894.45178, best error:       748.79291 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 138.5675506592s, input_fired_time: 1.8081756830, output_fired_time: 1.6388193369, propagate_forward_time: 52.1900367737, propagate_backward_time: 79.7099075317, weight_update_time: 0.1669384688, other_time: 3.2206039429
epoch time: 11.1608543396s, input_fired_time: 0.2240307033, output_fired_time: 0.0000000000, propagate_forward_time: 10.3689117432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679121017
validation[          , genome  7133] predictions:    9729/  10000 (97.29%), best:    9785/10000 (97.85%), error:       882.15936, best error:       748.79291 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 138.3748474121s, input_fired_time: 1.8048684597, output_fired_time: 1.6395624876, propagate_forward_time: 52.1697349548, propagate_backward_time: 79.5534515381, weight_update_time: 0.1668339670, other_time: 3.2072296143
epoch time: 11.2254772186s, input_fired_time: 0.2266936004, output_fired_time: 0.0000000000, propagate_forward_time: 10.4374370575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613470078
validation[          , genome  7133] predictions:    9728/  10000 (97.28%), best:    9785/10000 (97.85%), error:       898.01117, best error:       748.79291 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 138.1825408936s, input_fired_time: 1.8004325628, output_fired_time: 1.6313865185, propagate_forward_time: 52.0863304138, propagate_backward_time: 79.4398269653, weight_update_time: 0.1678621173, other_time: 3.2245559692
epoch time: 11.3114395142s, input_fired_time: 0.2254074812, output_fired_time: 0.0000000000, propagate_forward_time: 10.5165424347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694894791
validation[          , genome  7133] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       842.71582, best error:       748.79291 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.4673767090s, input_fired_time: 1.8035033941, output_fired_time: 1.6370232105, propagate_forward_time: 52.1806182861, propagate_backward_time: 79.6118011475, weight_update_time: 0.1679860651, other_time: 3.2344360352
epoch time: 11.2742443085s, input_fired_time: 0.2294815183, output_fired_time: 0.0000000000, propagate_forward_time: 10.4758338928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689287186
validation[          , genome  7133] predictions:    9737/  10000 (97.37%), best:    9785/10000 (97.85%), error:       860.65277, best error:       748.79291 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 138.9261474609s, input_fired_time: 1.8038027287, output_fired_time: 1.6402207613, propagate_forward_time: 52.5078887939, propagate_backward_time: 79.7928543091, weight_update_time: 0.1659047306, other_time: 3.1813735962
epoch time: 11.2109537125s, input_fired_time: 0.2268902510, output_fired_time: 0.0000000000, propagate_forward_time: 10.4154882431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5685749054
validation[          , genome  7133] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       755.90411, best error:       748.79291 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 139.1930084229s, input_fired_time: 1.8150150776, output_fired_time: 1.6441469193, propagate_forward_time: 52.4997673035, propagate_backward_time: 79.9766845703, weight_update_time: 0.1689286083, other_time: 3.2573852539
epoch time: 11.3950557709s, input_fired_time: 0.2303872555, output_fired_time: 0.0000000000, propagate_forward_time: 10.5934991837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711688995
validation[          , genome  7133] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       822.04956, best error:       748.79291 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 138.7644958496s, input_fired_time: 1.8141956329, output_fired_time: 1.6380450726, propagate_forward_time: 52.3557472229, propagate_backward_time: 79.7050781250, weight_update_time: 0.1688829660, other_time: 3.2514343262
epoch time: 11.2926130295s, input_fired_time: 0.2297661304, output_fired_time: 0.0000000000, propagate_forward_time: 10.4950313568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5678157806
validation[          , genome  7133] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       781.69702, best error:       748.79291 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 137.7650604248s, input_fired_time: 1.8036420345, output_fired_time: 1.6345850229, propagate_forward_time: 52.0233573914, propagate_backward_time: 79.0932769775, weight_update_time: 0.1667791754, other_time: 3.2102050781
epoch time: 11.2769708633s, input_fired_time: 0.2282634825, output_fired_time: 0.0000000000, propagate_forward_time: 10.4715156555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771913528
validation[          , genome  7133] predictions:    9775/  10000 (97.75%), best:    9785/10000 (97.85%), error:       780.80316, best error:       748.79291 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 139.2956695557s, input_fired_time: 1.8154239655, output_fired_time: 1.6458063126, propagate_forward_time: 52.4753417969, propagate_backward_time: 80.1277999878, weight_update_time: 0.1678600311, other_time: 3.2312850952
epoch time: 9.8623209000s, input_fired_time: 0.2115798593, output_fired_time: 0.0000000000, propagate_forward_time: 9.1061468124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445938110
validation[          , genome  7133] predictions:    9718/  10000 (97.18%), best:    9785/10000 (97.85%), error:       890.58948, best error:       748.79291 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.0121459961s, input_fired_time: 1.8027917147, output_fired_time: 1.6161104441, propagate_forward_time: 51.6767845154, propagate_backward_time: 78.7001647949, weight_update_time: 0.1660470963, other_time: 3.2162933350
epoch time: 11.3358869553s, input_fired_time: 0.2311019599, output_fired_time: 0.0000000000, propagate_forward_time: 10.5375356674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672492981
validation[          , genome  7133] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       742.31018, best error:       742.31018 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 138.6111602783s, input_fired_time: 1.8117200136, output_fired_time: 1.6335884333, propagate_forward_time: 52.3689842224, propagate_backward_time: 79.5917663574, weight_update_time: 0.1669292301, other_time: 3.2050933838
epoch time: 11.3073291779s, input_fired_time: 0.2273387611, output_fired_time: 0.0000000000, propagate_forward_time: 10.5155401230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644502640
validation[          , genome  7133] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       815.14154, best error:       742.31018 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 139.0015411377s, input_fired_time: 1.8102101088, output_fired_time: 1.6391810179, propagate_forward_time: 52.4210662842, propagate_backward_time: 79.9119262695, weight_update_time: 0.1680489928, other_time: 3.2191619873
epoch time: 11.2507495880s, input_fired_time: 0.2291594595, output_fired_time: 0.0000000000, propagate_forward_time: 10.4541482925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674419403
validation[          , genome  7133] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       815.88879, best error:       742.31018 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 138.4281921387s, input_fired_time: 1.8105890751, output_fired_time: 1.6351809502, propagate_forward_time: 52.2067184448, propagate_backward_time: 79.5729827881, weight_update_time: 0.1658673286, other_time: 3.2027206421
epoch time: 11.3557453156s, input_fired_time: 0.2306898236, output_fired_time: 0.0000000000, propagate_forward_time: 10.5617599487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632953644
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       770.83698, best error:       742.31018 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 138.8012695313s, input_fired_time: 1.8252880573, output_fired_time: 1.6433010101, propagate_forward_time: 52.2798156738, propagate_backward_time: 79.7909545898, weight_update_time: 0.1685266793, other_time: 3.2619171143
epoch time: 11.2377586365s, input_fired_time: 0.2282588184, output_fired_time: 0.0000000000, propagate_forward_time: 10.4428672791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666322708
validation[          , genome  7133] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       780.10468, best error:       742.31018 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.8190460205s, input_fired_time: 1.8173820972, output_fired_time: 1.6355738640, propagate_forward_time: 52.3334846497, propagate_backward_time: 79.7972869873, weight_update_time: 0.1684273034, other_time: 3.2353210449
epoch time: 11.2290401459s, input_fired_time: 0.2289218754, output_fired_time: 0.0000000000, propagate_forward_time: 10.4346437454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5654745102
validation[          , genome  7133] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       864.32983, best error:       742.31018 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 138.5353546143s, input_fired_time: 1.8143385649, output_fired_time: 1.6336022615, propagate_forward_time: 52.1467742920, propagate_backward_time: 79.6810455322, weight_update_time: 0.1690781265, other_time: 3.2595977783
epoch time: 11.2448539734s, input_fired_time: 0.2293141037, output_fired_time: 0.0000000000, propagate_forward_time: 10.4527082443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628318787
validation[          , genome  7133] predictions:    9691/  10000 (96.91%), best:    9769/10000 (97.69%), error:      1052.83838, best error:       742.31018 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 138.5007781982s, input_fired_time: 1.8202823400, output_fired_time: 1.6350483894, propagate_forward_time: 52.2129364014, propagate_backward_time: 79.5530090332, weight_update_time: 0.1690412462, other_time: 3.2794952393
epoch time: 11.3742456436s, input_fired_time: 0.2292695194, output_fired_time: 0.0000000000, propagate_forward_time: 10.5855779648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593976974
validation[          , genome  7133] predictions:    9777/  10000 (97.77%), best:    9769/10000 (97.69%), error:       791.24127, best error:       742.31018 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 137.7757873535s, input_fired_time: 1.8055326939, output_fired_time: 1.6249222755, propagate_forward_time: 51.8286323547, propagate_backward_time: 79.2811050415, weight_update_time: 0.1673879623, other_time: 3.2356033325
epoch time: 11.3006706238s, input_fired_time: 0.2286837697, output_fired_time: 0.0000000000, propagate_forward_time: 10.5081520081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5638351440
validation[          , genome  7133] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       828.94556, best error:       742.31018 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 138.9694519043s, input_fired_time: 1.8154370785, output_fired_time: 1.6411095858, propagate_forward_time: 52.3744773865, propagate_backward_time: 79.9111328125, weight_update_time: 0.1680130959, other_time: 3.2272949219
epoch time: 11.3782777786s, input_fired_time: 0.2331304848, output_fired_time: 0.0000000000, propagate_forward_time: 10.5576639175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874834061
validation[          , genome  7133] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       818.76184, best error:       742.31018 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 137.4967193604s, input_fired_time: 1.8146431446, output_fired_time: 1.6278504133, propagate_forward_time: 51.7113838196, propagate_backward_time: 79.1078796387, weight_update_time: 0.1672973633, other_time: 3.2349700928
epoch time: 10.9412126541s, input_fired_time: 0.2269281298, output_fired_time: 0.0000000000, propagate_forward_time: 10.1494140625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648708344
validation[          , genome  7133] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       850.69629, best error:       742.31018 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 137.8817901611s, input_fired_time: 1.8080083132, output_fired_time: 1.6285588741, propagate_forward_time: 52.0271911621, propagate_backward_time: 79.2070922852, weight_update_time: 0.1664254069, other_time: 3.2109375000
epoch time: 11.1996660233s, input_fired_time: 0.2281087786, output_fired_time: 0.0000000000, propagate_forward_time: 10.4067420959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648155212
validation[          , genome  7133] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       971.67041, best error:       742.31018 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.2698059082s, input_fired_time: 1.8155214787, output_fired_time: 1.6356065273, propagate_forward_time: 52.2657928467, propagate_backward_time: 79.3448181152, weight_update_time: 0.1668017060, other_time: 3.2080688477
epoch time: 11.2674608231s, input_fired_time: 0.2280197293, output_fired_time: 0.0000000000, propagate_forward_time: 10.4742736816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651674271
validation[          , genome  7133] predictions:    9654/  10000 (96.54%), best:    9769/10000 (97.69%), error:      1163.73425, best error:       742.31018 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.6637878418s, input_fired_time: 1.8156660795, output_fired_time: 1.6293756962, propagate_forward_time: 52.3144950867, propagate_backward_time: 79.6801910400, weight_update_time: 0.1674120575, other_time: 3.2240600586
epoch time: 10.8645448685s, input_fired_time: 0.2253532261, output_fired_time: 0.0000000000, propagate_forward_time: 10.0786933899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5604982376
validation[          , genome  7133] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       847.79974, best error:       742.31018 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 138.7827911377s, input_fired_time: 1.8141710758, output_fired_time: 1.6341490746, propagate_forward_time: 52.2726097107, propagate_backward_time: 79.8710174561, weight_update_time: 0.1659507900, other_time: 3.1908264160
epoch time: 11.1679706573s, input_fired_time: 0.2284543663, output_fired_time: 0.0000000000, propagate_forward_time: 10.3717575073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677585602
validation[          , genome  7133] predictions:    9699/  10000 (96.99%), best:    9769/10000 (97.69%), error:       950.94690, best error:       742.31018 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 138.6888427734s, input_fired_time: 1.8136959076, output_fired_time: 1.6323328018, propagate_forward_time: 52.3519058228, propagate_backward_time: 79.6873626709, weight_update_time: 0.1661893725, other_time: 3.2035446167
epoch time: 11.0353860855s, input_fired_time: 0.2272491306, output_fired_time: 0.0000000000, propagate_forward_time: 10.2433891296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647478104
validation[          , genome  7133] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       806.72900, best error:       742.31018 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 138.4833831787s, input_fired_time: 1.8111824989, output_fired_time: 1.6270290613, propagate_forward_time: 52.2825355530, propagate_backward_time: 79.5695724487, weight_update_time: 0.1670172364, other_time: 3.1930618286
epoch time: 10.9421405792s, input_fired_time: 0.2263751626, output_fired_time: 0.0000000000, propagate_forward_time: 10.1659336090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498313904
validation[          , genome  7133] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       840.45038, best error:       742.31018 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 139.0904541016s, input_fired_time: 1.8165758848, output_fired_time: 1.6396493912, propagate_forward_time: 52.5940437317, propagate_backward_time: 79.8533248901, weight_update_time: 0.1662543863, other_time: 3.1868667603
epoch time: 11.1612062454s, input_fired_time: 0.2284108847, output_fired_time: 0.0000000000, propagate_forward_time: 10.3675565720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652389526
validation[          , genome  7133] predictions:    9774/  10000 (97.74%), best:    9769/10000 (97.69%), error:       752.58850, best error:       742.31018 on epoch:    83, 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: 56.6216926575s, input_fired_time: 1.1485656500, output_fired_time: 0.0000000000, propagate_forward_time: 52.5232734680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9498519897
best training[          , genome  7133] predictions:   49589/  50000 (99.18%), best:    9769/10000 (97.69%), error:      1620.49597, best error:       742.31018 on epoch:    83, 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: 11.1058559418s, input_fired_time: 0.2254392654, output_fired_time: 0.0000000000, propagate_forward_time: 10.3176298141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627870560
   testing[          , genome  7133] predictions:    9781/  10000 (97.81%), best:    9769/10000 (97.69%), error:       740.00006, best error:       742.31018 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:36:21 (7948): called boinc_finish(0)

</stderr_txt>
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