Nameexact_genome_1512568488_45_6552_0
Workunit2603999
Created7 Dec 2017, 20:30:16 UTC
Sent7 Dec 2017, 20:34:40 UTC
Report deadline16 Dec 2017, 15:17:11 UTC
Received8 Dec 2017, 8:56:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 1 min 52 sec
CPU time4 hours 50 min
Validate stateValid
Credit2,194.88
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.78 MB
Peak swap size158.63 MB
Peak disk usage3.98 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.15%), best:    9715/10000 (97.15%), error:       954.16071, best error:       928.77325 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 162.9062652588s, input_fired_time: 1.5595226288, output_fired_time: 1.5364706516, propagate_forward_time: 62.0687942505, propagate_backward_time: 94.2813873291, weight_update_time: 0.1922371089, other_time: 3.4600906372
epoch time: 13.7272796631s, input_fired_time: 0.2017669380, output_fired_time: 0.0000000000, propagate_forward_time: 12.9051074982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204051971
validation[          , genome  6552] predictions:    9722/  10000 (97.22%), best:    9715/10000 (97.15%), error:       931.31171, best error:       928.77325 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 162.8925476074s, input_fired_time: 1.5305716991, output_fired_time: 1.4876623154, propagate_forward_time: 62.1316947937, propagate_backward_time: 94.1905364990, weight_update_time: 0.1917604953, other_time: 3.5520782471
epoch time: 13.8547239304s, input_fired_time: 0.2205896080, output_fired_time: 0.0000000000, propagate_forward_time: 12.9360494614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980848312
validation[          , genome  6552] predictions:    9679/  10000 (96.79%), best:    9715/10000 (97.15%), error:      1035.42224, best error:       928.77325 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 163.2338409424s, input_fired_time: 1.5382580757, output_fired_time: 1.4584186077, propagate_forward_time: 62.4736557007, propagate_backward_time: 94.3141632080, weight_update_time: 0.1912182271, other_time: 3.4493484497
epoch time: 13.3949480057s, input_fired_time: 0.1973524541, output_fired_time: 0.0000000000, propagate_forward_time: 12.5562410355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6413545609
validation[          , genome  6552] predictions:    9674/  10000 (96.74%), best:    9715/10000 (97.15%), error:      1014.46838, best error:       928.77325 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 161.9836730957s, input_fired_time: 1.5164297819, output_fired_time: 1.4686080217, propagate_forward_time: 61.8740806580, propagate_backward_time: 93.6609344482, weight_update_time: 0.1965261549, other_time: 3.4636077881
epoch time: 13.3909521103s, input_fired_time: 0.1985577494, output_fired_time: 0.0000000000, propagate_forward_time: 12.5747041702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176900864
validation[          , genome  6552] predictions:    9681/  10000 (96.81%), best:    9715/10000 (97.15%), error:      1049.97656, best error:       928.77325 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 161.4792785645s, input_fired_time: 1.5210900307, output_fired_time: 1.4565289021, propagate_forward_time: 61.6993637085, propagate_backward_time: 93.3618774414, weight_update_time: 0.1955918372, other_time: 3.4404220581
epoch time: 13.4444255829s, input_fired_time: 0.1887462586, output_fired_time: 0.0000000000, propagate_forward_time: 12.6477994919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078796387
validation[          , genome  6552] predictions:    9671/  10000 (96.71%), best:    9715/10000 (97.15%), error:      1048.31238, best error:       928.77325 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 160.9979095459s, input_fired_time: 1.5095568895, output_fired_time: 1.4397181273, propagate_forward_time: 61.5454978943, propagate_backward_time: 93.0728530884, weight_update_time: 0.1938682944, other_time: 3.4302902222
epoch time: 13.5960187912s, input_fired_time: 0.2004157454, output_fired_time: 0.0000000000, propagate_forward_time: 12.7786092758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169939041
validation[          , genome  6552] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       975.63947, best error:       928.77325 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 162.5116729736s, input_fired_time: 1.5346584320, output_fired_time: 1.4502806664, propagate_forward_time: 62.1553611755, propagate_backward_time: 93.9180679321, weight_update_time: 0.1962347925, other_time: 3.4533004761
epoch time: 13.3259592056s, input_fired_time: 0.1964507699, output_fired_time: 0.0000000000, propagate_forward_time: 12.5223989487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071090698
validation[          , genome  6552] predictions:    9704/  10000 (97.04%), best:    9715/10000 (97.15%), error:       958.23718, best error:       928.77325 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 162.9319152832s, input_fired_time: 1.5602905750, output_fired_time: 1.4931828976, propagate_forward_time: 61.9945983887, propagate_backward_time: 94.4344482422, weight_update_time: 0.1898588538, other_time: 3.4494018555
epoch time: 13.4633007050s, input_fired_time: 0.2152079791, output_fired_time: 0.0000000000, propagate_forward_time: 12.6336965561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143960953
validation[          , genome  6552] predictions:    9687/  10000 (96.87%), best:    9715/10000 (97.15%), error:       982.03809, best error:       928.77325 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 160.5134277344s, input_fired_time: 1.4997310638, output_fired_time: 1.4227821827, propagate_forward_time: 61.2505035400, propagate_backward_time: 92.9033355713, weight_update_time: 0.1919043213, other_time: 3.4370880127
epoch time: 13.1634454727s, input_fired_time: 0.1896755546, output_fired_time: 0.0000000000, propagate_forward_time: 12.3776283264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961418152
validation[          , genome  6552] predictions:    9726/  10000 (97.26%), best:    9715/10000 (97.15%), error:       931.18958, best error:       928.77325 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 162.2511596680s, input_fired_time: 1.5193793774, output_fired_time: 1.4453355074, propagate_forward_time: 62.0666427612, propagate_backward_time: 93.7684631348, weight_update_time: 0.1895936877, other_time: 3.4513320923
epoch time: 13.7022476196s, input_fired_time: 0.1921259612, output_fired_time: 0.0000000000, propagate_forward_time: 12.8805980682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295232773
validation[          , genome  6552] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       899.38123, best error:       899.38123 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 161.7658233643s, input_fired_time: 1.5344367027, output_fired_time: 1.4322128296, propagate_forward_time: 61.7776336670, propagate_backward_time: 93.5926666260, weight_update_time: 0.1995014250, other_time: 3.4288635254
epoch time: 13.2958679199s, input_fired_time: 0.1932641119, output_fired_time: 0.0000000000, propagate_forward_time: 12.4899702072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126337051
validation[          , genome  6552] predictions:    9662/  10000 (96.62%), best:    9698/10000 (96.98%), error:      1062.20679, best error:       899.38123 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 162.6479644775s, input_fired_time: 1.5388265848, output_fired_time: 1.4572261572, propagate_forward_time: 62.2824440002, propagate_backward_time: 93.9334945679, weight_update_time: 0.2083251178, other_time: 3.4359664917
epoch time: 13.1249723434s, input_fired_time: 0.1994685233, output_fired_time: 0.0000000000, propagate_forward_time: 12.3245801926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009235382
validation[          , genome  6552] predictions:    9700/  10000 (97.00%), best:    9698/10000 (96.98%), error:       979.36078, best error:       899.38123 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 162.9568023682s, input_fired_time: 1.5221862793, output_fired_time: 1.4234924316, propagate_forward_time: 62.3535003662, propagate_backward_time: 94.2199935913, weight_update_time: 0.2033890337, other_time: 3.4376296997
epoch time: 13.0699396133s, input_fired_time: 0.1879004389, output_fired_time: 0.0000000000, propagate_forward_time: 12.2775201797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045188904
validation[          , genome  6552] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       828.47070, best error:       828.47070 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 161.5878906250s, input_fired_time: 1.5302731991, output_fired_time: 1.4224053621, propagate_forward_time: 61.9282302856, propagate_backward_time: 93.3290939331, weight_update_time: 0.1900611967, other_time: 3.3778839111
epoch time: 13.0686836243s, input_fired_time: 0.1893831789, output_fired_time: 0.0000000000, propagate_forward_time: 12.2719736099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073265076
validation[          , genome  6552] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       899.21204, best error:       828.47070 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 163.7489624023s, input_fired_time: 1.5178848505, output_fired_time: 1.4593315125, propagate_forward_time: 62.3912849426, propagate_backward_time: 94.9171600342, weight_update_time: 0.1964725256, other_time: 3.4633026123
epoch time: 13.3461856842s, input_fired_time: 0.1904035956, output_fired_time: 0.0000000000, propagate_forward_time: 12.5250177383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307640076
validation[          , genome  6552] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       852.25940, best error:       828.47070 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 162.7014160156s, input_fired_time: 1.5345005989, output_fired_time: 1.4285715818, propagate_forward_time: 62.2576332092, propagate_backward_time: 94.1098403931, weight_update_time: 0.1891211569, other_time: 3.3708724976
epoch time: 12.9730215073s, input_fired_time: 0.1939138621, output_fired_time: 0.0000000000, propagate_forward_time: 12.1773595810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017484665
validation[          , genome  6552] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       965.00519, best error:       828.47070 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 162.4341735840s, input_fired_time: 1.5447659492, output_fired_time: 1.4664208889, propagate_forward_time: 62.0867271423, propagate_backward_time: 93.9120788574, weight_update_time: 0.1906146556, other_time: 3.4241790771
epoch time: 13.0725746155s, input_fired_time: 0.1908961385, output_fired_time: 0.0000000000, propagate_forward_time: 12.2797527313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019258499
validation[          , genome  6552] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       787.36780, best error:       787.36780 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 162.5121307373s, input_fired_time: 1.5062943697, output_fired_time: 1.4640890360, propagate_forward_time: 61.8276786804, propagate_backward_time: 94.3094100952, weight_update_time: 0.1972005963, other_time: 3.4046401978
epoch time: 13.3309421539s, input_fired_time: 0.1893166155, output_fired_time: 0.0000000000, propagate_forward_time: 12.5452985764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963268280
validation[          , genome  6552] predictions:    9688/  10000 (96.88%), best:    9757/10000 (97.57%), error:       944.40680, best error:       787.36780 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 162.0352325439s, input_fired_time: 1.5571231842, output_fired_time: 1.4403874874, propagate_forward_time: 61.9179420471, propagate_backward_time: 93.7055358887, weight_update_time: 0.1913206726, other_time: 3.4142456055
epoch time: 12.9617519379s, input_fired_time: 0.1890432239, output_fired_time: 0.0000000000, propagate_forward_time: 12.1792926788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934162140
validation[          , genome  6552] predictions:    9710/  10000 (97.10%), best:    9757/10000 (97.57%), error:       906.85480, best error:       787.36780 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 161.1631011963s, input_fired_time: 1.5167504549, output_fired_time: 1.4284132719, propagate_forward_time: 61.7217788696, propagate_backward_time: 93.1252441406, weight_update_time: 0.1886455119, other_time: 3.3709182739
epoch time: 13.3272037506s, input_fired_time: 0.1899683625, output_fired_time: 0.0000000000, propagate_forward_time: 12.5166654587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205701828
validation[          , genome  6552] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       826.23901, best error:       787.36780 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 161.3650817871s, input_fired_time: 1.5206781626, output_fired_time: 1.4730085135, propagate_forward_time: 61.6451148987, propagate_backward_time: 93.3765182495, weight_update_time: 0.1896934956, other_time: 3.3497695923
epoch time: 13.1396322250s, input_fired_time: 0.1905131042, output_fired_time: 0.0000000000, propagate_forward_time: 12.3468866348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022329330
validation[          , genome  6552] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:       961.25934, best error:       787.36780 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 162.7396240234s, input_fired_time: 1.5142475367, output_fired_time: 1.4363666773, propagate_forward_time: 62.3372612000, propagate_backward_time: 94.0016937256, weight_update_time: 0.1899689287, other_time: 3.4500427246
epoch time: 12.9759750366s, input_fired_time: 0.1883786172, output_fired_time: 0.0000000000, propagate_forward_time: 12.1823854446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052112579
validation[          , genome  6552] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       873.13940, best error:       787.36780 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 162.4588470459s, input_fired_time: 1.5255079269, output_fired_time: 1.4680290222, propagate_forward_time: 62.0280570984, propagate_backward_time: 94.0122604370, weight_update_time: 0.1914241314, other_time: 3.4249801636
epoch time: 13.1866846085s, input_fired_time: 0.1905464381, output_fired_time: 0.0000000000, propagate_forward_time: 12.3978147507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983238220
validation[          , genome  6552] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       950.00659, best error:       787.36780 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 161.4906158447s, input_fired_time: 1.5160518885, output_fired_time: 1.4424246550, propagate_forward_time: 61.7165374756, propagate_backward_time: 93.4368057251, weight_update_time: 0.1973301470, other_time: 3.3787918091
epoch time: 13.3246746063s, input_fired_time: 0.1918468922, output_fired_time: 0.0000000000, propagate_forward_time: 12.5130929947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197347641
validation[          , genome  6552] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:       959.56116, best error:       787.36780 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 162.2134094238s, input_fired_time: 1.5198267698, output_fired_time: 1.4408808947, propagate_forward_time: 61.9874916077, propagate_backward_time: 93.8141326904, weight_update_time: 0.1914758682, other_time: 3.4510803223
epoch time: 13.1971197128s, input_fired_time: 0.1895869225, output_fired_time: 0.0000000000, propagate_forward_time: 12.3991231918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084098816
validation[          , genome  6552] predictions:    9707/  10000 (97.07%), best:    9757/10000 (97.57%), error:       966.08484, best error:       787.36780 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 162.5773468018s, input_fired_time: 1.5206590891, output_fired_time: 1.4314702749, propagate_forward_time: 62.1784248352, propagate_backward_time: 94.0261993408, weight_update_time: 0.1957719773, other_time: 3.4205932617
epoch time: 13.4148063660s, input_fired_time: 0.2025272250, output_fired_time: 0.0000000000, propagate_forward_time: 12.5848321915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274471283
validation[          , genome  6552] predictions:    9728/  10000 (97.28%), best:    9757/10000 (97.57%), error:       908.80487, best error:       787.36780 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 162.9242248535s, input_fired_time: 1.5289232731, output_fired_time: 1.4323803186, propagate_forward_time: 62.1441421509, propagate_backward_time: 94.3969726563, weight_update_time: 0.1899387091, other_time: 3.4218063354
epoch time: 13.4363985062s, input_fired_time: 0.1963484138, output_fired_time: 0.0000000000, propagate_forward_time: 12.6298313141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6102190018
validation[          , genome  6552] predictions:    9741/  10000 (97.41%), best:    9757/10000 (97.57%), error:       893.48688, best error:       787.36780 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 162.1421661377s, input_fired_time: 1.5377413034, output_fired_time: 1.4814338684, propagate_forward_time: 61.9823760986, propagate_backward_time: 93.7280883789, weight_update_time: 0.1894902140, other_time: 3.4125366211
epoch time: 13.0711565018s, input_fired_time: 0.2093158364, output_fired_time: 0.0000000000, propagate_forward_time: 12.2552785873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065616608
validation[          , genome  6552] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       998.11365, best error:       787.36780 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 161.9288635254s, input_fired_time: 1.5445489883, output_fired_time: 1.4240856171, propagate_forward_time: 61.8616714478, propagate_backward_time: 93.6718978882, weight_update_time: 0.1951289624, other_time: 3.4266510010
epoch time: 14.4914140701s, input_fired_time: 0.2374236286, output_fired_time: 0.0000000000, propagate_forward_time: 13.5547590256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992311478
validation[          , genome  6552] predictions:    9668/  10000 (96.68%), best:    9757/10000 (97.57%), error:      1105.30115, best error:       787.36780 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 162.4700775146s, input_fired_time: 1.5263111591, output_fired_time: 1.4351795912, propagate_forward_time: 62.1412620544, propagate_backward_time: 93.9653320313, weight_update_time: 0.2080744505, other_time: 3.4019927979
epoch time: 13.1137676239s, input_fired_time: 0.1959500909, output_fired_time: 0.0000000000, propagate_forward_time: 12.3054380417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123790741
validation[          , genome  6552] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       888.34369, best error:       787.36780 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 161.4100494385s, input_fired_time: 1.5015389919, output_fired_time: 1.4159274101, propagate_forward_time: 61.8497619629, propagate_backward_time: 93.2500076294, weight_update_time: 0.1941531450, other_time: 3.3928146362
epoch time: 13.5895290375s, input_fired_time: 0.1899735183, output_fired_time: 0.0000000000, propagate_forward_time: 12.7399053574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596498489
validation[          , genome  6552] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       844.45782, best error:       787.36780 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 161.9963073730s, input_fired_time: 1.5278905630, output_fired_time: 1.4454146624, propagate_forward_time: 61.7710800171, propagate_backward_time: 93.8832550049, weight_update_time: 0.1917210817, other_time: 3.3686599731
epoch time: 13.2387485504s, input_fired_time: 0.1900871843, output_fired_time: 0.0000000000, propagate_forward_time: 12.4383630753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6102981567
validation[          , genome  6552] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       842.28271, best error:       787.36780 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 162.3828887939s, input_fired_time: 1.5124778748, output_fired_time: 1.4453821182, propagate_forward_time: 62.0424232483, propagate_backward_time: 93.9390945435, weight_update_time: 0.1949906945, other_time: 3.4435043335
epoch time: 13.0998888016s, input_fired_time: 0.1895931214, output_fired_time: 0.0000000000, propagate_forward_time: 12.3084821701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018133163
validation[          , genome  6552] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       825.73022, best error:       787.36780 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 162.5247344971s, input_fired_time: 1.5458844900, output_fired_time: 1.4226838350, propagate_forward_time: 62.0113716125, propagate_backward_time: 94.1505889893, weight_update_time: 0.1889951527, other_time: 3.3942108154
epoch time: 13.4833459854s, input_fired_time: 0.2220543325, output_fired_time: 0.0000000000, propagate_forward_time: 12.6573572159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039342880
validation[          , genome  6552] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       870.71173, best error:       787.36780 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 162.1812591553s, input_fired_time: 1.5502139330, output_fired_time: 1.4568389654, propagate_forward_time: 61.9684753418, propagate_backward_time: 93.7458343506, weight_update_time: 0.1917527318, other_time: 3.4598999023
epoch time: 13.1664876938s, input_fired_time: 0.1894871294, output_fired_time: 0.0000000000, propagate_forward_time: 12.3833007813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936994553
validation[          , genome  6552] predictions:    9745/  10000 (97.45%), best:    9757/10000 (97.57%), error:       927.56683, best error:       787.36780 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 162.1056365967s, input_fired_time: 1.5550705194, output_fired_time: 1.4454551935, propagate_forward_time: 62.0218124390, propagate_backward_time: 93.6633071899, weight_update_time: 0.1891323924, other_time: 3.4199981689
epoch time: 13.2004003525s, input_fired_time: 0.1943039596, output_fired_time: 0.0000000000, propagate_forward_time: 12.4031600952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029367447
validation[          , genome  6552] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       773.75879, best error:       773.75879 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 162.1517486572s, input_fired_time: 1.5496581793, output_fired_time: 1.4274283648, propagate_forward_time: 62.1087837219, propagate_backward_time: 93.6467285156, weight_update_time: 0.1997548491, other_time: 3.4191589355
epoch time: 13.3937778473s, input_fired_time: 0.1906145513, output_fired_time: 0.0000000000, propagate_forward_time: 12.6018428802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013202667
validation[          , genome  6552] predictions:    9761/  10000 (97.61%), best:    9751/10000 (97.51%), error:       798.08215, best error:       773.75879 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 161.1748199463s, input_fired_time: 1.5198969841, output_fired_time: 1.4316831827, propagate_forward_time: 61.5995178223, propagate_backward_time: 93.2165145874, weight_update_time: 0.1905214041, other_time: 3.4072036743
epoch time: 12.5017614365s, input_fired_time: 0.1925601363, output_fired_time: 0.0000000000, propagate_forward_time: 11.7152376175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939636230
validation[          , genome  6552] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       924.76532, best error:       773.75879 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 161.3227081299s, input_fired_time: 1.5494257212, output_fired_time: 1.4265537262, propagate_forward_time: 61.6353874207, propagate_backward_time: 93.3214263916, weight_update_time: 0.1901081502, other_time: 3.3899078369
epoch time: 13.1338415146s, input_fired_time: 0.1910594553, output_fired_time: 0.0000000000, propagate_forward_time: 12.3410043716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017780304
validation[          , genome  6552] predictions:    9689/  10000 (96.89%), best:    9751/10000 (97.51%), error:       986.50824, best error:       773.75879 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 162.9825592041s, input_fired_time: 1.5300527811, output_fired_time: 1.4488426447, propagate_forward_time: 62.4690628052, propagate_backward_time: 94.1228103638, weight_update_time: 0.2023287117, other_time: 3.4117889404
epoch time: 13.0766172409s, input_fired_time: 0.2079764754, output_fired_time: 0.0000000000, propagate_forward_time: 12.2618122101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068286896
validation[          , genome  6552] predictions:    9716/  10000 (97.16%), best:    9751/10000 (97.51%), error:       950.19098, best error:       773.75879 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 161.9988250732s, input_fired_time: 1.5440250635, output_fired_time: 1.4339594841, propagate_forward_time: 61.8710708618, propagate_backward_time: 93.7293167114, weight_update_time: 0.1887053996, other_time: 3.4204559326
epoch time: 12.9851932526s, input_fired_time: 0.1918873489, output_fired_time: 0.0000000000, propagate_forward_time: 12.1910371780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022691727
validation[          , genome  6552] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       810.16797, best error:       773.75879 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 162.3074035645s, input_fired_time: 1.5374059677, output_fired_time: 1.4554412365, propagate_forward_time: 62.0276908875, propagate_backward_time: 93.8574447632, weight_update_time: 0.1925648600, other_time: 3.4294204712
epoch time: 12.8318376541s, input_fired_time: 0.1894256771, output_fired_time: 0.0000000000, propagate_forward_time: 12.0482568741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941553116
validation[          , genome  6552] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       875.35754, best error:       773.75879 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 162.7038726807s, input_fired_time: 1.5179358721, output_fired_time: 1.4293338060, propagate_forward_time: 62.1567268372, propagate_backward_time: 94.1870193481, weight_update_time: 0.1897001863, other_time: 3.4128646851
epoch time: 12.9439659119s, input_fired_time: 0.1930552423, output_fired_time: 0.0000000000, propagate_forward_time: 12.1548700333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960407257
validation[          , genome  6552] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       874.38129, best error:       773.75879 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 161.6894531250s, input_fired_time: 1.5426714420, output_fired_time: 1.4366841316, propagate_forward_time: 61.7701721191, propagate_backward_time: 93.4903182983, weight_update_time: 0.1893346310, other_time: 3.4495925903
epoch time: 12.9591436386s, input_fired_time: 0.1907051355, output_fired_time: 0.0000000000, propagate_forward_time: 12.1817522049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866861343
validation[          , genome  6552] predictions:    9755/  10000 (97.55%), best:    9751/10000 (97.51%), error:       796.81549, best error:       773.75879 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 161.2089080811s, input_fired_time: 1.5358955860, output_fired_time: 1.4265233278, propagate_forward_time: 61.4994621277, propagate_backward_time: 93.3754425049, weight_update_time: 0.1905096769, other_time: 3.3715820313
epoch time: 13.0539255142s, input_fired_time: 0.1931658089, output_fired_time: 0.0000000000, propagate_forward_time: 12.2412414551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195182800
validation[          , genome  6552] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       831.71130, best error:       773.75879 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 164.7378845215s, input_fired_time: 1.5323114395, output_fired_time: 1.4416921139, propagate_forward_time: 62.9733352661, propagate_backward_time: 95.3501968384, weight_update_time: 0.1927533001, other_time: 3.4403381348
epoch time: 13.1679973602s, input_fired_time: 0.2180556655, output_fired_time: 0.0000000000, propagate_forward_time: 12.3509788513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989627838
validation[          , genome  6552] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       909.65314, best error:       773.75879 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 163.0468597412s, input_fired_time: 1.5400375128, output_fired_time: 1.4543578625, propagate_forward_time: 62.2826957703, propagate_backward_time: 94.3216323853, weight_update_time: 0.1908511519, other_time: 3.4481277466
epoch time: 13.2083263397s, input_fired_time: 0.1938042790, output_fired_time: 0.0000000000, propagate_forward_time: 12.3911561966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233654022
validation[          , genome  6552] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       878.07153, best error:       773.75879 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 162.7848663330s, input_fired_time: 1.5351885557, output_fired_time: 1.4775100946, propagate_forward_time: 62.2106819153, propagate_backward_time: 94.1314239502, weight_update_time: 0.1906018555, other_time: 3.4300689697
epoch time: 13.3448505402s, input_fired_time: 0.1919928491, output_fired_time: 0.0000000000, propagate_forward_time: 12.5437002182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091575623
validation[          , genome  6552] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       937.21826, best error:       773.75879 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 163.0720520020s, input_fired_time: 1.5500954390, output_fired_time: 1.4357001781, propagate_forward_time: 62.2416801453, propagate_backward_time: 94.4188156128, weight_update_time: 0.1895342320, other_time: 3.4257583618
epoch time: 13.3946743011s, input_fired_time: 0.2207692415, output_fired_time: 0.0000000000, propagate_forward_time: 12.5705575943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033477783
validation[          , genome  6552] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       871.14368, best error:       773.75879 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 162.5332794189s, input_fired_time: 1.5293465853, output_fired_time: 1.4691066742, propagate_forward_time: 62.1416816711, propagate_backward_time: 94.0070724487, weight_update_time: 0.1903325021, other_time: 3.3860855103
epoch time: 13.0732688904s, input_fired_time: 0.1918857992, output_fired_time: 0.0000000000, propagate_forward_time: 12.2779531479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034297943
validation[          , genome  6552] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       918.85944, best error:       773.75879 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 162.9344177246s, input_fired_time: 1.5568629503, output_fired_time: 1.4535487890, propagate_forward_time: 62.3430099487, propagate_backward_time: 94.1764755249, weight_update_time: 0.1903904080, other_time: 3.4045104980
epoch time: 13.4337844849s, input_fired_time: 0.2029414326, output_fired_time: 0.0000000000, propagate_forward_time: 12.6228494644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079931259
validation[          , genome  6552] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       772.51892, best error:       772.51892 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 161.5821380615s, input_fired_time: 1.5190862417, output_fired_time: 1.4548988342, propagate_forward_time: 61.6718750000, propagate_backward_time: 93.5455856323, weight_update_time: 0.1908797324, other_time: 3.3906936646
epoch time: 13.0809240341s, input_fired_time: 0.1929902285, output_fired_time: 0.0000000000, propagate_forward_time: 12.2799491882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079845428
validation[          , genome  6552] predictions:    9760/  10000 (97.60%), best:    9767/10000 (97.67%), error:       795.09570, best error:       772.51892 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 163.7083892822s, input_fired_time: 1.5909897089, output_fired_time: 1.4510018826, propagate_forward_time: 62.6256637573, propagate_backward_time: 94.5652999878, weight_update_time: 0.1909238547, other_time: 3.4754333496
epoch time: 13.0878038406s, input_fired_time: 0.1937633306, output_fired_time: 0.0000000000, propagate_forward_time: 12.2918996811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021404266
validation[          , genome  6552] predictions:    9710/  10000 (97.10%), best:    9767/10000 (97.67%), error:       947.80402, best error:       772.51892 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 162.1865081787s, input_fired_time: 1.5306926966, output_fired_time: 1.4657808542, propagate_forward_time: 62.1374359131, propagate_backward_time: 93.6480789185, weight_update_time: 0.1903959960, other_time: 3.4045333862
epoch time: 13.1759939194s, input_fired_time: 0.2003665864, output_fired_time: 0.0000000000, propagate_forward_time: 12.3557338715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198930740
validation[          , genome  6552] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       862.45129, best error:       772.51892 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 162.4369354248s, input_fired_time: 1.5718883276, output_fired_time: 1.4207506180, propagate_forward_time: 62.0534629822, propagate_backward_time: 93.9294891357, weight_update_time: 0.1933358610, other_time: 3.4613494873
epoch time: 13.0932674408s, input_fired_time: 0.1933255792, output_fired_time: 0.0000000000, propagate_forward_time: 12.2850761414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148653030
validation[          , genome  6552] predictions:    9701/  10000 (97.01%), best:    9767/10000 (97.67%), error:       954.72498, best error:       772.51892 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 162.8136596680s, input_fired_time: 1.5606089830, output_fired_time: 1.4333590269, propagate_forward_time: 62.3780441284, propagate_backward_time: 94.0419235229, weight_update_time: 0.1899116039, other_time: 3.3997192383
epoch time: 13.0365629196s, input_fired_time: 0.1924305409, output_fired_time: 0.0000000000, propagate_forward_time: 12.2484931946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956392288
validation[          , genome  6552] predictions:    9755/  10000 (97.55%), best:    9767/10000 (97.67%), error:       833.70135, best error:       772.51892 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 162.0284576416s, input_fired_time: 1.5323870182, output_fired_time: 1.4442750216, propagate_forward_time: 61.9495201111, propagate_backward_time: 93.6989898682, weight_update_time: 0.1904113889, other_time: 3.4032745361
epoch time: 13.2801218033s, input_fired_time: 0.1944478750, output_fired_time: 0.0000000000, propagate_forward_time: 12.4817962646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038780212
validation[          , genome  6552] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       847.93317, best error:       772.51892 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 162.0633544922s, input_fired_time: 1.5528937578, output_fired_time: 1.4508686066, propagate_forward_time: 61.7080039978, propagate_backward_time: 93.9262924194, weight_update_time: 0.1894067973, other_time: 3.4253005981
epoch time: 13.2960519791s, input_fired_time: 0.1938304007, output_fired_time: 0.0000000000, propagate_forward_time: 12.5148820877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873394012
validation[          , genome  6552] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       910.63385, best error:       772.51892 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 163.5761566162s, input_fired_time: 1.5860952139, output_fired_time: 1.4953759909, propagate_forward_time: 62.4981346130, propagate_backward_time: 94.5376281738, weight_update_time: 0.1921879500, other_time: 3.4589233398
epoch time: 13.1281557083s, input_fired_time: 0.1924628168, output_fired_time: 0.0000000000, propagate_forward_time: 12.3410692215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946235657
validation[          , genome  6552] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       887.01526, best error:       772.51892 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 162.6061706543s, input_fired_time: 1.5542359352, output_fired_time: 1.4748595953, propagate_forward_time: 62.2931785583, propagate_backward_time: 93.8660736084, weight_update_time: 0.1999371946, other_time: 3.4178314209
epoch time: 12.9806365967s, input_fired_time: 0.1947125793, output_fired_time: 0.0000000000, propagate_forward_time: 12.1945466995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913772583
validation[          , genome  6552] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       906.18347, best error:       772.51892 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 162.4641876221s, input_fired_time: 1.5482274294, output_fired_time: 1.5200467110, propagate_forward_time: 62.1609115601, propagate_backward_time: 93.8361816406, weight_update_time: 0.2043142170, other_time: 3.3988113403
epoch time: 13.1584358215s, input_fired_time: 0.1938600987, output_fired_time: 0.0000000000, propagate_forward_time: 12.3442487717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203269958
validation[          , genome  6552] predictions:    9775/  10000 (97.75%), best:    9767/10000 (97.67%), error:       790.26636, best error:       772.51892 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 162.4433441162s, input_fired_time: 1.5375267267, output_fired_time: 1.4317913055, propagate_forward_time: 62.0309524536, propagate_backward_time: 94.0197525024, weight_update_time: 0.1897093654, other_time: 3.4233245850
epoch time: 13.1060190201s, input_fired_time: 0.1966899335, output_fired_time: 0.0000000000, propagate_forward_time: 12.2947330475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145963669
validation[          , genome  6552] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       875.64636, best error:       772.51892 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 161.7185363770s, input_fired_time: 1.5479948521, output_fired_time: 1.4228497744, propagate_forward_time: 61.8969268799, propagate_backward_time: 93.4246139526, weight_update_time: 0.1924727261, other_time: 3.4261550903
epoch time: 13.4637289047s, input_fired_time: 0.1948226243, output_fired_time: 0.0000000000, propagate_forward_time: 12.6376152039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312913895
validation[          , genome  6552] predictions:    9774/  10000 (97.74%), best:    9767/10000 (97.67%), error:       793.49805, best error:       772.51892 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 160.1364898682s, input_fired_time: 1.5275927782, output_fired_time: 1.4180892706, propagate_forward_time: 61.1386833191, propagate_backward_time: 92.6659469604, weight_update_time: 0.1903596073, other_time: 3.3861770630
epoch time: 13.4498167038s, input_fired_time: 0.1973703802, output_fired_time: 0.0000000000, propagate_forward_time: 12.6335363388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189098358
validation[          , genome  6552] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       830.65851, best error:       772.51892 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 162.8372802734s, input_fired_time: 1.5338715315, output_fired_time: 1.4588683844, propagate_forward_time: 62.2709922791, propagate_backward_time: 94.1319808960, weight_update_time: 0.1949497163, other_time: 3.4415664673
epoch time: 13.1269855499s, input_fired_time: 0.1943075359, output_fired_time: 0.0000000000, propagate_forward_time: 12.3141927719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184854507
validation[          , genome  6552] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       913.61523, best error:       772.51892 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 162.1966552734s, input_fired_time: 1.5866595507, output_fired_time: 1.4340974092, propagate_forward_time: 61.9169425964, propagate_backward_time: 93.8140792847, weight_update_time: 0.1918986440, other_time: 3.4448776245
epoch time: 13.4557657242s, input_fired_time: 0.1971814036, output_fired_time: 0.0000000000, propagate_forward_time: 12.6142807007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443033218
validation[          , genome  6552] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       893.27966, best error:       772.51892 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 162.8363037109s, input_fired_time: 1.5560508966, output_fired_time: 1.4478138685, propagate_forward_time: 62.3573913574, propagate_backward_time: 93.9843139648, weight_update_time: 0.1905465126, other_time: 3.4907379150
epoch time: 13.5641412735s, input_fired_time: 0.1956996471, output_fired_time: 0.0000000000, propagate_forward_time: 12.7511234283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6173181534
validation[          , genome  6552] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       769.34943, best error:       769.34943 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 161.9684143066s, input_fired_time: 1.5658152103, output_fired_time: 1.4405479431, propagate_forward_time: 61.8456382751, propagate_backward_time: 93.6748809814, weight_update_time: 0.1965190768, other_time: 3.4415283203
epoch time: 13.3686800003s, input_fired_time: 0.2080122828, output_fired_time: 0.0000000000, propagate_forward_time: 12.5546083450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060590744
validation[          , genome  6552] predictions:    9671/  10000 (96.71%), best:    9768/10000 (97.68%), error:      1006.87885, best error:       769.34943 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 162.8294982910s, input_fired_time: 1.5488685369, output_fired_time: 1.4363987446, propagate_forward_time: 62.2309799194, propagate_backward_time: 94.1971817017, weight_update_time: 0.1900227368, other_time: 3.4160614014
epoch time: 13.3536033630s, input_fired_time: 0.1957145482, output_fired_time: 0.0000000000, propagate_forward_time: 12.5523986816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054897308
validation[          , genome  6552] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       805.00757, best error:       769.34943 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 162.8432006836s, input_fired_time: 1.5533430576, output_fired_time: 1.4467519522, propagate_forward_time: 62.1995162964, propagate_backward_time: 94.1836853027, weight_update_time: 0.1979136765, other_time: 3.4599075317
epoch time: 13.1195631027s, input_fired_time: 0.2036023885, output_fired_time: 0.0000000000, propagate_forward_time: 12.3103752136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055850983
validation[          , genome  6552] predictions:    9754/  10000 (97.54%), best:    9768/10000 (97.68%), error:       822.86157, best error:       769.34943 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 162.6107025146s, input_fired_time: 1.5433018208, output_fired_time: 1.4495798349, propagate_forward_time: 62.1331939697, propagate_backward_time: 94.0802078247, weight_update_time: 0.1908137202, other_time: 3.4044113159
epoch time: 13.3215579987s, input_fired_time: 0.1950382143, output_fired_time: 0.0000000000, propagate_forward_time: 12.5072679520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192522049
validation[          , genome  6552] predictions:    9719/  10000 (97.19%), best:    9768/10000 (97.68%), error:       961.09412, best error:       769.34943 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 162.4629364014s, input_fired_time: 1.5531061888, output_fired_time: 1.4815144539, propagate_forward_time: 62.0135383606, propagate_backward_time: 93.9407577515, weight_update_time: 0.2043045014, other_time: 3.4740219116
epoch time: 13.0061874390s, input_fired_time: 0.1926502436, output_fired_time: 0.0000000000, propagate_forward_time: 12.2080755234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054620743
validation[          , genome  6552] predictions:    9706/  10000 (97.06%), best:    9768/10000 (97.68%), error:       971.23511, best error:       769.34943 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 162.1317138672s, input_fired_time: 1.5519808531, output_fired_time: 1.4416760206, propagate_forward_time: 62.0545234680, propagate_backward_time: 93.6572494507, weight_update_time: 0.1892859340, other_time: 3.4262771606
epoch time: 12.9544401169s, input_fired_time: 0.2111922801, output_fired_time: 0.0000000000, propagate_forward_time: 12.1431245804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001234055
validation[          , genome  6552] predictions:    9748/  10000 (97.48%), best:    9768/10000 (97.68%), error:       825.47089, best error:       769.34943 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 160.0654449463s, input_fired_time: 1.5262517929, output_fired_time: 1.4309443235, propagate_forward_time: 61.1245117188, propagate_backward_time: 92.6189270020, weight_update_time: 0.1890524924, other_time: 3.3648223877
epoch time: 13.2239837646s, input_fired_time: 0.1960345656, output_fired_time: 0.0000000000, propagate_forward_time: 12.4308452606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5971040726
validation[          , genome  6552] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       778.79077, best error:       769.34943 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 161.4911804199s, input_fired_time: 1.5620355606, output_fired_time: 1.4645006657, propagate_forward_time: 61.8752288818, propagate_backward_time: 93.1523666382, weight_update_time: 0.2119870633, other_time: 3.4370346069
epoch time: 13.1689367294s, input_fired_time: 0.1949383467, output_fired_time: 0.0000000000, propagate_forward_time: 12.3506593704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233386993
validation[          , genome  6552] predictions:    9697/  10000 (96.97%), best:    9768/10000 (97.68%), error:       992.51288, best error:       769.34943 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 161.3950500488s, input_fired_time: 1.5424283743, output_fired_time: 1.4426424503, propagate_forward_time: 61.7110710144, propagate_backward_time: 93.2573089600, weight_update_time: 0.2010114193, other_time: 3.4415893555
epoch time: 13.0026016235s, input_fired_time: 0.1950310767, output_fired_time: 0.0000000000, propagate_forward_time: 12.1962623596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113080978
validation[          , genome  6552] predictions:    9660/  10000 (96.60%), best:    9768/10000 (97.68%), error:      1132.66443, best error:       769.34943 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 160.2264404297s, input_fired_time: 1.5545322895, output_fired_time: 1.4421856403, propagate_forward_time: 61.1954002380, propagate_backward_time: 92.6384429932, weight_update_time: 0.1912284791, other_time: 3.3958740234
epoch time: 13.3558931351s, input_fired_time: 0.2159713358, output_fired_time: 0.0000000000, propagate_forward_time: 12.5445699692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953521729
validation[          , genome  6552] predictions:    9723/  10000 (97.23%), best:    9768/10000 (97.68%), error:       896.20734, best error:       769.34943 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 163.2903594971s, input_fired_time: 1.6400561333, output_fired_time: 1.4528491497, propagate_forward_time: 62.4676170349, propagate_backward_time: 94.2662506104, weight_update_time: 0.1917184591, other_time: 3.4635772705
epoch time: 13.1724939346s, input_fired_time: 0.1952870637, output_fired_time: 0.0000000000, propagate_forward_time: 12.3763341904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008729935
validation[          , genome  6552] predictions:    9765/  10000 (97.65%), best:    9768/10000 (97.68%), error:       790.94696, best error:       769.34943 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 161.9963989258s, input_fired_time: 1.5790138245, output_fired_time: 1.4643043280, propagate_forward_time: 61.9668159485, propagate_backward_time: 93.5097198486, weight_update_time: 0.1900662333, other_time: 3.4765472412
epoch time: 13.3324613571s, input_fired_time: 0.1944509298, output_fired_time: 0.0000000000, propagate_forward_time: 12.5318059921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6062040329
validation[          , genome  6552] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:      1104.79114, best error:       769.34943 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 161.8107452393s, input_fired_time: 1.5419058800, output_fired_time: 1.4336135387, propagate_forward_time: 61.8437576294, propagate_backward_time: 93.5776519775, weight_update_time: 0.1899699867, other_time: 3.4138259888
epoch time: 13.4702997208s, input_fired_time: 0.1954263002, output_fired_time: 0.0000000000, propagate_forward_time: 12.6134796143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613941193
validation[          , genome  6552] predictions:    9672/  10000 (96.72%), best:    9768/10000 (97.68%), error:      1068.65063, best error:       769.34943 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 162.9138183594s, input_fired_time: 1.5780336857, output_fired_time: 1.4399203062, propagate_forward_time: 62.2379074097, propagate_backward_time: 94.2083358765, weight_update_time: 0.1982086003, other_time: 3.4496154785
epoch time: 13.3060188293s, input_fired_time: 0.1984732002, output_fired_time: 0.0000000000, propagate_forward_time: 12.4916267395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159191132
validation[          , genome  6552] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       898.75854, best error:       769.34943 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 161.8237915039s, input_fired_time: 1.5436044931, output_fired_time: 1.4367439747, propagate_forward_time: 61.9250946045, propagate_backward_time: 93.5348129272, weight_update_time: 0.1895619035, other_time: 3.3835372925
epoch time: 13.2859058380s, input_fired_time: 0.1986472607, output_fired_time: 0.0000000000, propagate_forward_time: 12.4684104919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188478470
validation[          , genome  6552] predictions:    9757/  10000 (97.57%), best:    9768/10000 (97.68%), error:       854.77917, best error:       769.34943 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 161.1893310547s, input_fired_time: 1.5816805363, output_fired_time: 1.4309556484, propagate_forward_time: 61.5377922058, propagate_backward_time: 93.2359161377, weight_update_time: 0.1886177212, other_time: 3.4029846191
epoch time: 13.1823959351s, input_fired_time: 0.1930987239, output_fired_time: 0.0000000000, propagate_forward_time: 12.3916263580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976705551
validation[          , genome  6552] predictions:    9638/  10000 (96.38%), best:    9768/10000 (97.68%), error:      1167.71204, best error:       769.34943 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 162.6942291260s, input_fired_time: 1.5845355988, output_fired_time: 1.4405708313, propagate_forward_time: 62.3584747314, propagate_backward_time: 93.8426742554, weight_update_time: 0.1914593726, other_time: 3.4679794312
epoch time: 12.9456357956s, input_fired_time: 0.1961072832, output_fired_time: 0.0000000000, propagate_forward_time: 12.1387548447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107740402
validation[          , genome  6552] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       853.06000, best error:       769.34943 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 160.8935394287s, input_fired_time: 1.5406147242, output_fired_time: 1.4486448765, propagate_forward_time: 61.6050529480, propagate_backward_time: 92.9141311646, weight_update_time: 0.1888200343, other_time: 3.3850936890
epoch time: 12.7674283981s, input_fired_time: 0.1940014660, output_fired_time: 0.0000000000, propagate_forward_time: 11.9798593521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935678482
validation[          , genome  6552] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       873.48297, best error:       769.34943 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 160.8044281006s, input_fired_time: 1.5447353125, output_fired_time: 1.4149920940, propagate_forward_time: 61.6099205017, propagate_backward_time: 92.8325042725, weight_update_time: 0.1948780864, other_time: 3.4022674561
epoch time: 13.0857067108s, input_fired_time: 0.1958737969, output_fired_time: 0.0000000000, propagate_forward_time: 12.2837705612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060619354
validation[          , genome  6552] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       892.48792, best error:       769.34943 on epoch:    81, 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: 65.4828567505s, input_fired_time: 0.9788761735, output_fired_time: 0.0000000000, propagate_forward_time: 61.3490066528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1549758911
best training[          , genome  6552] predictions:   49685/  50000 (99.37%), best:    9768/10000 (97.68%), error:      1290.02759, best error:       769.34943 on epoch:    81, 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: 13.1051473618s, input_fired_time: 0.1920465976, output_fired_time: 0.0000000000, propagate_forward_time: 12.3091468811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039543152
   testing[          , genome  6552] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       763.10089, best error:       769.34943 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:00:57 (3920): called boinc_finish(0)

</stderr_txt>
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