Nameexact_genome_1512568488_45_5776_0
Workunit2600103
Created7 Dec 2017, 16:22:38 UTC
Sent7 Dec 2017, 16:26:05 UTC
Report deadline14 Dec 2017, 1:44:14 UTC
Received7 Dec 2017, 23:34:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 46 min 41 sec
CPU time1 hours 46 min 38 sec
Validate stateValid
Credit1,596.90
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.01 MB
Peak swap size152.70 MB
Peak disk usage1.22 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 59.8522415161s, input_fired_time: 0.6463916302, output_fired_time: 0.4119522572, propagate_forward_time: 23.2230758667, propagate_backward_time: 33.9816169739, weight_update_time: 0.0690881759, other_time: 1.5892028809
epoch time: 4.8219895363s, input_fired_time: 0.0637285635, output_fired_time: 0.0000000000, propagate_forward_time: 4.4886898994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695713043
validation[          , genome  5776] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1025.12207, best error:      1025.12207 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 59.0183601379s, input_fired_time: 0.6393719912, output_fired_time: 0.4074115455, propagate_forward_time: 22.8691806793, propagate_backward_time: 33.5285110474, weight_update_time: 0.0690390766, other_time: 1.5738830566
epoch time: 4.8235621452s, input_fired_time: 0.0646718889, output_fired_time: 0.0000000000, propagate_forward_time: 4.4894638062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694263458
validation[          , genome  5776] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1019.70789, best error:      1019.70789 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 58.4849319458s, input_fired_time: 0.6358704567, output_fired_time: 0.4027601182, propagate_forward_time: 22.7069053650, propagate_backward_time: 33.2065925598, weight_update_time: 0.0684424192, other_time: 1.5328025818
epoch time: 4.8256340027s, input_fired_time: 0.0634000152, output_fired_time: 0.0000000000, propagate_forward_time: 4.4993243217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629098892
validation[          , genome  5776] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1010.13623, best error:      1010.13623 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.7806968689s, input_fired_time: 0.6346173286, output_fired_time: 0.4034445882, propagate_forward_time: 22.8067874908, propagate_backward_time: 33.4051170349, weight_update_time: 0.0683971718, other_time: 1.5307273865
epoch time: 4.8605642319s, input_fired_time: 0.0651127473, output_fired_time: 0.0000000000, propagate_forward_time: 4.5329823494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624692917
validation[          , genome  5776] predictions:    9641/  10000 (96.41%), best:    9697/10000 (96.97%), error:      1107.90454, best error:      1010.13623 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.4656105042s, input_fired_time: 0.6314753890, output_fired_time: 0.4042754471, propagate_forward_time: 22.6943283081, propagate_backward_time: 33.2410240173, weight_update_time: 0.0671946108, other_time: 1.4945106506
epoch time: 4.7990922928s, input_fired_time: 0.0632112101, output_fired_time: 0.0000000000, propagate_forward_time: 4.4790029526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568778992
validation[          , genome  5776] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       912.84235, best error:       912.84235 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.4081344604s, input_fired_time: 0.6327758431, output_fired_time: 0.4055201113, propagate_forward_time: 22.6819725037, propagate_backward_time: 33.1669387817, weight_update_time: 0.0682662949, other_time: 1.5209274292
epoch time: 4.8070473671s, input_fired_time: 0.0635537133, output_fired_time: 0.0000000000, propagate_forward_time: 4.4800257683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634677887
validation[          , genome  5776] predictions:    9662/  10000 (96.62%), best:    9728/10000 (97.28%), error:      1095.85156, best error:       912.84235 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.1397247314s, input_fired_time: 0.6338613629, output_fired_time: 0.4053347707, propagate_forward_time: 22.5614337921, propagate_backward_time: 33.0146713257, weight_update_time: 0.0683330446, other_time: 1.5244216919
epoch time: 4.8128089905s, input_fired_time: 0.0652976334, output_fired_time: 0.0000000000, propagate_forward_time: 4.4823212624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651901245
validation[          , genome  5776] predictions:    9596/  10000 (95.96%), best:    9728/10000 (97.28%), error:      1255.19824, best error:       912.84235 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.0991287231s, input_fired_time: 0.6413391232, output_fired_time: 0.4100971222, propagate_forward_time: 22.9769344330, propagate_backward_time: 33.5517044067, weight_update_time: 0.0682694614, other_time: 1.5190505981
epoch time: 4.8526320457s, input_fired_time: 0.0646070763, output_fired_time: 0.0000000000, propagate_forward_time: 4.5255064964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625184059
validation[          , genome  5776] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       934.92975, best error:       912.84235 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 58.4392356873s, input_fired_time: 0.6353724003, output_fired_time: 0.3999635577, propagate_forward_time: 22.6848487854, propagate_backward_time: 33.2120361328, weight_update_time: 0.0672733337, other_time: 1.5070152283
epoch time: 4.8254342079s, input_fired_time: 0.0647613853, output_fired_time: 0.0000000000, propagate_forward_time: 4.4955563545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651166916
validation[          , genome  5776] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1118.90503, best error:       912.84235 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.8912391663s, input_fired_time: 0.6395973563, output_fired_time: 0.4061090052, propagate_forward_time: 22.8110828400, propagate_backward_time: 33.4949836731, weight_update_time: 0.0680219531, other_time: 1.5394630432
epoch time: 4.8147292137s, input_fired_time: 0.0645040572, output_fired_time: 0.0000000000, propagate_forward_time: 4.4858493805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643756866
validation[          , genome  5776] predictions:    9671/  10000 (96.71%), best:    9728/10000 (97.28%), error:      1026.42322, best error:       912.84235 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 58.9605216980s, input_fired_time: 0.6429191828, output_fired_time: 0.4035930336, propagate_forward_time: 22.9010887146, propagate_backward_time: 33.4358978271, weight_update_time: 0.0683381408, other_time: 1.5770263672
epoch time: 4.9287605286s, input_fired_time: 0.0666148141, output_fired_time: 0.0000000000, propagate_forward_time: 4.5840482712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780976295
validation[          , genome  5776] predictions:    9669/  10000 (96.69%), best:    9728/10000 (97.28%), error:      1035.06189, best error:       912.84235 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.6539649963s, input_fired_time: 0.6444481611, output_fired_time: 0.4042440951, propagate_forward_time: 23.1570701599, propagate_backward_time: 33.8423309326, weight_update_time: 0.0706227273, other_time: 1.6058731079
epoch time: 4.8351597786s, input_fired_time: 0.0645825043, output_fired_time: 0.0000000000, propagate_forward_time: 4.4966850281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738924026
validation[          , genome  5776] predictions:    9636/  10000 (96.36%), best:    9728/10000 (97.28%), error:      1159.66846, best error:       912.84235 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.0974884033s, input_fired_time: 0.6303842664, output_fired_time: 0.3929416537, propagate_forward_time: 22.4988536835, propagate_backward_time: 33.0511398315, weight_update_time: 0.0703838617, other_time: 1.5241699219
epoch time: 4.8110890388s, input_fired_time: 0.0642783418, output_fired_time: 0.0000000000, propagate_forward_time: 4.4829502106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638607025
validation[          , genome  5776] predictions:    9640/  10000 (96.40%), best:    9728/10000 (97.28%), error:      1168.62720, best error:       912.84235 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.2940406799s, input_fired_time: 0.6425263286, output_fired_time: 0.4061942995, propagate_forward_time: 22.9979362488, propagate_backward_time: 33.6840591431, weight_update_time: 0.0715068877, other_time: 1.5633277893
epoch time: 4.8215732574s, input_fired_time: 0.0649129227, output_fired_time: 0.0000000000, propagate_forward_time: 4.4910368919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656235695
validation[          , genome  5776] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       926.33063, best error:       912.84235 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 58.0609474182s, input_fired_time: 0.6323239207, output_fired_time: 0.3927524686, propagate_forward_time: 22.5266456604, propagate_backward_time: 32.9947166443, weight_update_time: 0.0703370646, other_time: 1.5145072937
epoch time: 4.8178386688s, input_fired_time: 0.0665510818, output_fired_time: 0.0000000000, propagate_forward_time: 4.4830365181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682509422
validation[          , genome  5776] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:      1034.74109, best error:       912.84235 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.8759269714s, input_fired_time: 0.6328828931, output_fired_time: 0.3918741047, propagate_forward_time: 22.4520244598, propagate_backward_time: 32.8838844299, weight_update_time: 0.0703130290, other_time: 1.5152626038
epoch time: 4.8123412132s, input_fired_time: 0.0651400834, output_fired_time: 0.0000000000, propagate_forward_time: 4.4820847511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651162148
validation[          , genome  5776] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       977.59955, best error:       912.84235 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.8886146545s, input_fired_time: 0.6309237480, output_fired_time: 0.3918409944, propagate_forward_time: 22.4785766602, propagate_backward_time: 32.8727684021, weight_update_time: 0.0703327507, other_time: 1.5145034790
epoch time: 4.8093934059s, input_fired_time: 0.0634346828, output_fired_time: 0.0000000000, propagate_forward_time: 4.4822416306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637171745
validation[          , genome  5776] predictions:    9686/  10000 (96.86%), best:    9728/10000 (97.28%), error:      1004.35748, best error:       912.84235 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.7859916687s, input_fired_time: 0.6286784410, output_fired_time: 0.3914301395, propagate_forward_time: 22.4232501984, propagate_backward_time: 32.8336791992, weight_update_time: 0.0701775327, other_time: 1.5089569092
epoch time: 4.8126797676s, input_fired_time: 0.0640259460, output_fired_time: 0.0000000000, propagate_forward_time: 4.4823880196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662658691
validation[          , genome  5776] predictions:    9673/  10000 (96.73%), best:    9728/10000 (97.28%), error:      1064.18689, best error:       912.84235 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.8190536499s, input_fired_time: 0.6322251558, output_fired_time: 0.3914021850, propagate_forward_time: 22.4336204529, propagate_backward_time: 32.8527870178, weight_update_time: 0.0702365860, other_time: 1.5090179443
epoch time: 4.8153290749s, input_fired_time: 0.0657061264, output_fired_time: 0.0000000000, propagate_forward_time: 4.4824800491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671427727
validation[          , genome  5776] predictions:    9665/  10000 (96.65%), best:    9728/10000 (97.28%), error:      1089.98364, best error:       912.84235 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 57.9474983215s, input_fired_time: 0.6372653842, output_fired_time: 0.3930593431, propagate_forward_time: 22.4724273682, propagate_backward_time: 32.9062309265, weight_update_time: 0.0702209920, other_time: 1.5385169983
epoch time: 4.8145279884s, input_fired_time: 0.0651276857, output_fired_time: 0.0000000000, propagate_forward_time: 4.4827232361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666769028
validation[          , genome  5776] predictions:    9693/  10000 (96.93%), best:    9728/10000 (97.28%), error:       998.94684, best error:       912.84235 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.9169311523s, input_fired_time: 0.6379960179, output_fired_time: 0.3927159905, propagate_forward_time: 22.4614868164, propagate_backward_time: 32.8851089478, weight_update_time: 0.0702949613, other_time: 1.5396232605
epoch time: 4.9427003860s, input_fired_time: 0.0662508979, output_fired_time: 0.0000000000, propagate_forward_time: 4.6009950638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754545212
validation[          , genome  5776] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       958.30603, best error:       912.84235 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 58.1263427734s, input_fired_time: 0.6432589293, output_fired_time: 0.3961994350, propagate_forward_time: 22.4790573120, propagate_backward_time: 33.0529212952, weight_update_time: 0.0700617209, other_time: 1.5549087524
epoch time: 4.8396391869s, input_fired_time: 0.0656476691, output_fired_time: 0.0000000000, propagate_forward_time: 4.5002670288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737245560
validation[          , genome  5776] predictions:    9691/  10000 (96.91%), best:    9728/10000 (97.28%), error:       962.44110, best error:       912.84235 on epoch:    18, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.9799194336s, input_fired_time: 0.6372634172, output_fired_time: 0.3934881687, propagate_forward_time: 22.4605350494, propagate_backward_time: 32.9248123169, weight_update_time: 0.0709438175, other_time: 1.5638198853
epoch time: 4.8284935951s, input_fired_time: 0.0657922998, output_fired_time: 0.0000000000, propagate_forward_time: 4.4891514778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735500336
validation[          , genome  5776] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:       935.91437, best error:       912.84235 on epoch:    18, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.0322074890s, input_fired_time: 0.6335605979, output_fired_time: 0.3940524757, propagate_forward_time: 22.4945507050, propagate_backward_time: 32.9717597961, weight_update_time: 0.0707146600, other_time: 1.5382881165
epoch time: 4.8126745224s, input_fired_time: 0.0652970448, output_fired_time: 0.0000000000, propagate_forward_time: 4.4825415611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648358345
validation[          , genome  5776] predictions:    9699/  10000 (96.99%), best:    9728/10000 (97.28%), error:       989.33734, best error:       912.84235 on epoch:    18, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.9175186157s, input_fired_time: 0.6376495957, output_fired_time: 0.3926191628, propagate_forward_time: 22.4480819702, propagate_backward_time: 32.9184494019, weight_update_time: 0.0706884935, other_time: 1.5207176208
epoch time: 4.8792843819s, input_fired_time: 0.0674578249, output_fired_time: 0.0000000000, propagate_forward_time: 4.5360593796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757673264
validation[          , genome  5776] predictions:    9618/  10000 (96.18%), best:    9728/10000 (97.28%), error:      1179.84875, best error:       912.84235 on epoch:    18, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 58.1528167725s, input_fired_time: 0.6392077208, output_fired_time: 0.3937565386, propagate_forward_time: 22.5750942230, propagate_backward_time: 33.0235939026, weight_update_time: 0.0707220063, other_time: 1.5211677551
epoch time: 4.8856582642s, input_fired_time: 0.0687596127, output_fired_time: 0.0000000000, propagate_forward_time: 4.5397791862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771196365
validation[          , genome  5776] predictions:    9681/  10000 (96.81%), best:    9728/10000 (97.28%), error:      1010.44470, best error:       912.84235 on epoch:    18, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.0490798950s, input_fired_time: 0.6381247640, output_fired_time: 0.3935635090, propagate_forward_time: 22.4947395325, propagate_backward_time: 32.9993858337, weight_update_time: 0.0706857517, other_time: 1.5232658386
epoch time: 4.8221678734s, input_fired_time: 0.0665308535, output_fired_time: 0.0000000000, propagate_forward_time: 4.4889817238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666554451
validation[          , genome  5776] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       984.01135, best error:       912.84235 on epoch:    18, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 57.9139518738s, input_fired_time: 0.6364623904, output_fired_time: 0.3930395544, propagate_forward_time: 22.4425868988, propagate_backward_time: 32.9311943054, weight_update_time: 0.0705063716, other_time: 1.5106697083
epoch time: 4.8962903023s, input_fired_time: 0.0667489916, output_fired_time: 0.0000000000, propagate_forward_time: 4.5583424568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711987495
validation[          , genome  5776] predictions:    9698/  10000 (96.98%), best:    9728/10000 (97.28%), error:       978.70197, best error:       912.84235 on epoch:    18, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.8416786194s, input_fired_time: 0.6381033659, output_fired_time: 0.3922554851, propagate_forward_time: 22.4296398163, propagate_backward_time: 32.8714408875, weight_update_time: 0.0702412277, other_time: 1.5102424622
epoch time: 4.8142867088s, input_fired_time: 0.0659517050, output_fired_time: 0.0000000000, propagate_forward_time: 4.4822344780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661004066
validation[          , genome  5776] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       871.82507, best error:       871.82507 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.0294227600s, input_fired_time: 0.6395290494, output_fired_time: 0.3944786787, propagate_forward_time: 22.4577045441, propagate_backward_time: 33.0177459717, weight_update_time: 0.0703208223, other_time: 1.5199661255
epoch time: 4.8160715103s, input_fired_time: 0.0663854703, output_fired_time: 0.0000000000, propagate_forward_time: 4.4819173813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677688599
validation[          , genome  5776] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       928.08954, best error:       871.82507 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 58.0178680420s, input_fired_time: 0.6404584646, output_fired_time: 0.3946919441, propagate_forward_time: 22.4487972260, propagate_backward_time: 33.0034637451, weight_update_time: 0.0703857914, other_time: 1.5304565430
epoch time: 4.8148446083s, input_fired_time: 0.0661442280, output_fired_time: 0.0000000000, propagate_forward_time: 4.4822039604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664961815
validation[          , genome  5776] predictions:    9708/  10000 (97.08%), best:    9734/10000 (97.34%), error:       960.61420, best error:       871.82507 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.9881439209s, input_fired_time: 0.6400337815, output_fired_time: 0.3942146003, propagate_forward_time: 22.4590682983, propagate_backward_time: 32.9709930420, weight_update_time: 0.0704427510, other_time: 1.5238342285
epoch time: 4.8896293640s, input_fired_time: 0.0665669367, output_fired_time: 0.0000000000, propagate_forward_time: 4.5526194572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704429626
validation[          , genome  5776] predictions:    9692/  10000 (96.92%), best:    9734/10000 (97.34%), error:      1004.22174, best error:       871.82507 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 58.4645423889s, input_fired_time: 0.6414400935, output_fired_time: 0.3959616721, propagate_forward_time: 22.6718273163, propagate_backward_time: 33.2190856934, weight_update_time: 0.0710620657, other_time: 1.5362243652
epoch time: 5.2583131790s, input_fired_time: 0.0699037984, output_fired_time: 0.0000000000, propagate_forward_time: 4.9018464088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2865629196
validation[          , genome  5776] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       919.15100, best error:       871.82507 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 58.3217163086s, input_fired_time: 0.6395022273, output_fired_time: 0.3967779875, propagate_forward_time: 22.5980892181, propagate_backward_time: 33.1399078369, weight_update_time: 0.0713157058, other_time: 1.5474395752
epoch time: 4.8180890083s, input_fired_time: 0.0658535659, output_fired_time: 0.0000000000, propagate_forward_time: 4.4835400581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686953545
validation[          , genome  5776] predictions:    9696/  10000 (96.96%), best:    9734/10000 (97.34%), error:       995.14417, best error:       871.82507 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 58.0610847473s, input_fired_time: 0.6437591314, output_fired_time: 0.3949323297, propagate_forward_time: 22.5131721497, propagate_backward_time: 32.9480857849, weight_update_time: 0.0709721297, other_time: 1.5611343384
epoch time: 4.8257818222s, input_fired_time: 0.0676150098, output_fired_time: 0.0000000000, propagate_forward_time: 4.4865918159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715749741
validation[          , genome  5776] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       972.83606, best error:       871.82507 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.9373779297s, input_fired_time: 0.6451857090, output_fired_time: 0.3939894140, propagate_forward_time: 22.4594039917, propagate_backward_time: 32.8772201538, weight_update_time: 0.0713268667, other_time: 1.5615768433
epoch time: 4.8269724846s, input_fired_time: 0.0680021942, output_fired_time: 0.0000000000, propagate_forward_time: 4.4862627983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727074623
validation[          , genome  5776] predictions:    9698/  10000 (96.98%), best:    9734/10000 (97.34%), error:       964.53864, best error:       871.82507 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.9434280396s, input_fired_time: 0.6445973516, output_fired_time: 0.3932057321, propagate_forward_time: 22.4668102264, propagate_backward_time: 32.9043922424, weight_update_time: 0.0709607899, other_time: 1.5344200134
epoch time: 4.8227858543s, input_fired_time: 0.0676240996, output_fired_time: 0.0000000000, propagate_forward_time: 4.4867639542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683978081
validation[          , genome  5776] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       944.53436, best error:       871.82507 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.9727859497s, input_fired_time: 0.6489291191, output_fired_time: 0.3944664598, propagate_forward_time: 22.4634761810, propagate_backward_time: 32.8988342285, weight_update_time: 0.0711801872, other_time: 1.5670776367
epoch time: 4.8244910240s, input_fired_time: 0.0665528700, output_fired_time: 0.0000000000, propagate_forward_time: 4.4866447449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712936401
validation[          , genome  5776] predictions:    9665/  10000 (96.65%), best:    9734/10000 (97.34%), error:      1125.67810, best error:       871.82507 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.9184188843s, input_fired_time: 0.6505453587, output_fired_time: 0.3945161104, propagate_forward_time: 22.4543895721, propagate_backward_time: 32.8520011902, weight_update_time: 0.0712082833, other_time: 1.5669670105
epoch time: 4.8283677101s, input_fired_time: 0.0665094107, output_fired_time: 0.0000000000, propagate_forward_time: 4.4879045486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739539146
validation[          , genome  5776] predictions:    9718/  10000 (97.18%), best:    9734/10000 (97.34%), error:       928.34692, best error:       871.82507 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.9221801758s, input_fired_time: 0.6491587162, output_fired_time: 0.3944417238, propagate_forward_time: 22.4564037323, propagate_backward_time: 32.8543319702, weight_update_time: 0.0712568015, other_time: 1.5678405762
epoch time: 4.8283309937s, input_fired_time: 0.0673244372, output_fired_time: 0.0000000000, propagate_forward_time: 4.4866132736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743930817
validation[          , genome  5776] predictions:    9668/  10000 (96.68%), best:    9734/10000 (97.34%), error:      1057.74487, best error:       871.82507 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 57.8831748962s, input_fired_time: 0.6474073529, output_fired_time: 0.3934223056, propagate_forward_time: 22.4465179443, propagate_backward_time: 32.8433723450, weight_update_time: 0.0710591748, other_time: 1.5524559021
epoch time: 4.8152189255s, input_fired_time: 0.0662356466, output_fired_time: 0.0000000000, propagate_forward_time: 4.4829993248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659840584
validation[          , genome  5776] predictions:    9710/  10000 (97.10%), best:    9734/10000 (97.34%), error:       988.73883, best error:       871.82507 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.8496627808s, input_fired_time: 0.6458293796, output_fired_time: 0.3932904601, propagate_forward_time: 22.4386348724, propagate_backward_time: 32.8418350220, weight_update_time: 0.0711067542, other_time: 1.5300750732
epoch time: 4.8198404312s, input_fired_time: 0.0667341128, output_fired_time: 0.0000000000, propagate_forward_time: 4.4866876602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664184570
validation[          , genome  5776] predictions:    9733/  10000 (97.33%), best:    9734/10000 (97.34%), error:       887.08167, best error:       871.82507 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 57.8785781860s, input_fired_time: 0.6455587745, output_fired_time: 0.3928323984, propagate_forward_time: 22.4452285767, propagate_backward_time: 32.8614540100, weight_update_time: 0.0710719526, other_time: 1.5335044861
epoch time: 4.8200860023s, input_fired_time: 0.0673890114, output_fired_time: 0.0000000000, propagate_forward_time: 4.4833302498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693667412
validation[          , genome  5776] predictions:    9665/  10000 (96.65%), best:    9734/10000 (97.34%), error:      1123.70007, best error:       871.82507 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.8398094177s, input_fired_time: 0.6465278268, output_fired_time: 0.3927476406, propagate_forward_time: 22.4381599426, propagate_backward_time: 32.8291625977, weight_update_time: 0.0711467266, other_time: 1.5332145691
epoch time: 4.8173842430s, input_fired_time: 0.0672470257, output_fired_time: 0.0000000000, propagate_forward_time: 4.4831261635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670111656
validation[          , genome  5776] predictions:    9716/  10000 (97.16%), best:    9734/10000 (97.34%), error:       979.51141, best error:       871.82507 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 58.2498817444s, input_fired_time: 0.6495704651, output_fired_time: 0.3949773908, propagate_forward_time: 22.6041927338, propagate_backward_time: 33.0504570007, weight_update_time: 0.0706910491, other_time: 1.5506858826
epoch time: 4.8136668205s, input_fired_time: 0.0669359490, output_fired_time: 0.0000000000, propagate_forward_time: 4.4813289642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654018402
validation[          , genome  5776] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       944.17859, best error:       871.82507 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 57.8991012573s, input_fired_time: 0.6460180879, output_fired_time: 0.3926938176, propagate_forward_time: 22.4659786224, propagate_backward_time: 32.8644523621, weight_update_time: 0.0703738108, other_time: 1.5299568176
epoch time: 4.8996629715s, input_fired_time: 0.0691371709, output_fired_time: 0.0000000000, propagate_forward_time: 4.5533213615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772045135
validation[          , genome  5776] predictions:    9699/  10000 (96.99%), best:    9734/10000 (97.34%), error:       958.83722, best error:       871.82507 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.9457473755s, input_fired_time: 0.6452023387, output_fired_time: 0.3932473063, propagate_forward_time: 22.4680023193, propagate_backward_time: 32.9082984924, weight_update_time: 0.0703200847, other_time: 1.5309982300
epoch time: 4.8971791267s, input_fired_time: 0.0704749003, output_fired_time: 0.0000000000, propagate_forward_time: 4.5457558632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809481621
validation[          , genome  5776] predictions:    9704/  10000 (97.04%), best:    9734/10000 (97.34%), error:       911.14978, best error:       871.82507 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.8277359009s, input_fired_time: 0.6446514726, output_fired_time: 0.3930265605, propagate_forward_time: 22.4302940369, propagate_backward_time: 32.8294563293, weight_update_time: 0.0702247098, other_time: 1.5303039551
epoch time: 4.8194775581s, input_fired_time: 0.0674308762, output_fired_time: 0.0000000000, propagate_forward_time: 4.4836740494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683725357
validation[          , genome  5776] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       855.58386, best error:       855.58386 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 57.9325942993s, input_fired_time: 0.6448339224, output_fired_time: 0.3928702474, propagate_forward_time: 22.4621086121, propagate_backward_time: 32.8866157532, weight_update_time: 0.0704401806, other_time: 1.5461654663
epoch time: 4.8181691170s, input_fired_time: 0.0678573474, output_fired_time: 0.0000000000, propagate_forward_time: 4.4834265709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668852806
validation[          , genome  5776] predictions:    9676/  10000 (96.76%), best:    9737/10000 (97.37%), error:      1043.17810, best error:       855.58386 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.7936134338s, input_fired_time: 0.6429304481, output_fired_time: 0.3920951188, propagate_forward_time: 22.4243602753, propagate_backward_time: 32.8131294250, weight_update_time: 0.0703365803, other_time: 1.5210990906
epoch time: 4.8142757416s, input_fired_time: 0.0668017119, output_fired_time: 0.0000000000, propagate_forward_time: 4.4810299873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664442062
validation[          , genome  5776] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       823.85309, best error:       823.85309 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.8071784973s, input_fired_time: 0.6439580917, output_fired_time: 0.3921554089, propagate_forward_time: 22.4271888733, propagate_backward_time: 32.8185386658, weight_update_time: 0.0703017563, other_time: 1.5253372192
epoch time: 4.8152747154s, input_fired_time: 0.0672273189, output_fired_time: 0.0000000000, propagate_forward_time: 4.4808516502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671957016
validation[          , genome  5776] predictions:    9701/  10000 (97.01%), best:    9751/10000 (97.51%), error:       949.44623, best error:       823.85309 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 57.8126449585s, input_fired_time: 0.6449603438, output_fired_time: 0.3924096227, propagate_forward_time: 22.4273452759, propagate_backward_time: 32.8171730042, weight_update_time: 0.0704682171, other_time: 1.5307579041
epoch time: 4.8167428970s, input_fired_time: 0.0682190508, output_fired_time: 0.0000000000, propagate_forward_time: 4.4821233749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664003372
validation[          , genome  5776] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       887.79089, best error:       823.85309 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.8267097473s, input_fired_time: 0.6464321017, output_fired_time: 0.3924467564, propagate_forward_time: 22.4302501678, propagate_backward_time: 32.8261222839, weight_update_time: 0.0702944845, other_time: 1.5314598083
epoch time: 4.8173813820s, input_fired_time: 0.0683544055, output_fired_time: 0.0000000000, propagate_forward_time: 4.4818787575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671480179
validation[          , genome  5776] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       870.76398, best error:       823.85309 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.9778518677s, input_fired_time: 0.6483576298, output_fired_time: 0.3931774795, propagate_forward_time: 22.4745807648, propagate_backward_time: 32.9305763245, weight_update_time: 0.0705289468, other_time: 1.5311622620
epoch time: 4.8238444328s, input_fired_time: 0.0680366457, output_fired_time: 0.0000000000, propagate_forward_time: 4.4854097366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703981400
validation[          , genome  5776] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       866.51227, best error:       823.85309 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.9097633362s, input_fired_time: 0.6495256424, output_fired_time: 0.3933367431, propagate_forward_time: 22.4433841705, propagate_backward_time: 32.8866729736, weight_update_time: 0.0707358792, other_time: 1.5368423462
epoch time: 4.8185911179s, input_fired_time: 0.0672456920, output_fired_time: 0.0000000000, propagate_forward_time: 4.4843254089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670202255
validation[          , genome  5776] predictions:    9683/  10000 (96.83%), best:    9751/10000 (97.51%), error:      1019.00360, best error:       823.85309 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.9662551880s, input_fired_time: 0.6499889493, output_fired_time: 0.3944307268, propagate_forward_time: 22.4497146606, propagate_backward_time: 32.9338684082, weight_update_time: 0.0704646558, other_time: 1.5382499695
epoch time: 4.8166832924s, input_fired_time: 0.0680890381, output_fired_time: 0.0000000000, propagate_forward_time: 4.4829316139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656626701
validation[          , genome  5776] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       957.47968, best error:       823.85309 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.8893127441s, input_fired_time: 0.6495677233, output_fired_time: 0.3930359781, propagate_forward_time: 22.4455051422, propagate_backward_time: 32.8797225952, weight_update_time: 0.0704422817, other_time: 1.5214843750
epoch time: 4.8287029266s, input_fired_time: 0.0699382499, output_fired_time: 0.0000000000, propagate_forward_time: 4.4887080193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700567245
validation[          , genome  5776] predictions:    9708/  10000 (97.08%), best:    9751/10000 (97.51%), error:       970.97595, best error:       823.85309 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 58.3113365173s, input_fired_time: 0.6543063521, output_fired_time: 0.3954482079, propagate_forward_time: 22.6206340790, propagate_backward_time: 33.0949516296, weight_update_time: 0.0709355623, other_time: 1.5460014343
epoch time: 4.8285765648s, input_fired_time: 0.0706133470, output_fired_time: 0.0000000000, propagate_forward_time: 4.4854416847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725214958
validation[          , genome  5776] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       984.25629, best error:       823.85309 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.8851242065s, input_fired_time: 0.6523882747, output_fired_time: 0.3934409618, propagate_forward_time: 22.4369506836, propagate_backward_time: 32.8542060852, weight_update_time: 0.0708895996, other_time: 1.5481376648
epoch time: 4.8221254349s, input_fired_time: 0.0685904548, output_fired_time: 0.0000000000, propagate_forward_time: 4.4841799736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693548203
validation[          , genome  5776] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       870.10883, best error:       823.85309 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.8868179321s, input_fired_time: 0.6507830620, output_fired_time: 0.3937975466, propagate_forward_time: 22.4402618408, propagate_backward_time: 32.8626823425, weight_update_time: 0.0708735436, other_time: 1.5392913818
epoch time: 4.8285245895s, input_fired_time: 0.0684474558, output_fired_time: 0.0000000000, propagate_forward_time: 4.4863147736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737622261
validation[          , genome  5776] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       892.32104, best error:       823.85309 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.9250946045s, input_fired_time: 0.6538755894, output_fired_time: 0.3966380954, propagate_forward_time: 22.4490165710, propagate_backward_time: 32.8718605042, weight_update_time: 0.0709269717, other_time: 1.5537033081
epoch time: 4.8259611130s, input_fired_time: 0.0689096898, output_fired_time: 0.0000000000, propagate_forward_time: 4.4854512215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716002464
validation[          , genome  5776] predictions:    9666/  10000 (96.66%), best:    9751/10000 (97.51%), error:      1066.90588, best error:       823.85309 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.1342544556s, input_fired_time: 0.6558191180, output_fired_time: 0.3949433565, propagate_forward_time: 22.5308742523, propagate_backward_time: 32.9944038391, weight_update_time: 0.0710263625, other_time: 1.5582160950
epoch time: 4.8395276070s, input_fired_time: 0.0685301423, output_fired_time: 0.0000000000, propagate_forward_time: 4.4999766350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710208893
validation[          , genome  5776] predictions:    9697/  10000 (96.97%), best:    9751/10000 (97.51%), error:      1002.54272, best error:       823.85309 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.2021675110s, input_fired_time: 0.6569411755, output_fired_time: 0.4003839493, propagate_forward_time: 22.5464839935, propagate_backward_time: 33.0466613770, weight_update_time: 0.0708376169, other_time: 1.5516967773
epoch time: 4.8246126175s, input_fired_time: 0.0681020916, output_fired_time: 0.0000000000, propagate_forward_time: 4.4869313240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695794106
validation[          , genome  5776] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       852.46283, best error:       823.85309 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 57.9473304749s, input_fired_time: 0.6560180783, output_fired_time: 0.3937716186, propagate_forward_time: 22.4515495300, propagate_backward_time: 32.9017868042, weight_update_time: 0.0704179630, other_time: 1.5442047119
epoch time: 4.8322024345s, input_fired_time: 0.0692311674, output_fired_time: 0.0000000000, propagate_forward_time: 4.4872169495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757544518
validation[          , genome  5776] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       903.12665, best error:       823.85309 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.9622154236s, input_fired_time: 0.6577112079, output_fired_time: 0.3943343163, propagate_forward_time: 22.4656009674, propagate_backward_time: 32.9024581909, weight_update_time: 0.0706077442, other_time: 1.5421142578
epoch time: 4.8196673393s, input_fired_time: 0.0687286258, output_fired_time: 0.0000000000, propagate_forward_time: 4.4834074974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675313950
validation[          , genome  5776] predictions:    9672/  10000 (96.72%), best:    9751/10000 (97.51%), error:      1084.90674, best error:       823.85309 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 59.1841735840s, input_fired_time: 0.6640160680, output_fired_time: 0.4085383713, propagate_forward_time: 22.9422683716, propagate_backward_time: 33.5954704285, weight_update_time: 0.0713071972, other_time: 1.5738792419
epoch time: 4.8805856705s, input_fired_time: 0.0694238245, output_fired_time: 0.0000000000, propagate_forward_time: 4.5407299995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704319954
validation[          , genome  5776] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       902.67981, best error:       823.85309 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 58.7355270386s, input_fired_time: 0.6611785889, output_fired_time: 0.4126336575, propagate_forward_time: 22.7684440613, propagate_backward_time: 33.3450241089, weight_update_time: 0.0709665567, other_time: 1.5482482910
epoch time: 5.0392923355s, input_fired_time: 0.0737902150, output_fired_time: 0.0000000000, propagate_forward_time: 4.6786136627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868885994
validation[          , genome  5776] predictions:    9697/  10000 (96.97%), best:    9751/10000 (97.51%), error:       958.44366, best error:       823.85309 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.0497932434s, input_fired_time: 0.6580001116, output_fired_time: 0.3941617906, propagate_forward_time: 22.4996128082, propagate_backward_time: 32.9502868652, weight_update_time: 0.0702745467, other_time: 1.5477294922
epoch time: 4.8735947609s, input_fired_time: 0.0714969710, output_fired_time: 0.0000000000, propagate_forward_time: 4.5243396759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777581215
validation[          , genome  5776] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       888.36829, best error:       823.85309 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.9456863403s, input_fired_time: 0.6571390629, output_fired_time: 0.3932099640, propagate_forward_time: 22.4766674042, propagate_backward_time: 32.8924751282, weight_update_time: 0.0704276711, other_time: 1.5261955261
epoch time: 4.8178834915s, input_fired_time: 0.0694918185, output_fired_time: 0.0000000000, propagate_forward_time: 4.4821867943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662048340
validation[          , genome  5776] predictions:    9698/  10000 (96.98%), best:    9751/10000 (97.51%), error:       983.93518, best error:       823.85309 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.8088035583s, input_fired_time: 0.6535040736, output_fired_time: 0.3923060894, propagate_forward_time: 22.4312629700, propagate_backward_time: 32.8157157898, weight_update_time: 0.0702016503, other_time: 1.5160140991
epoch time: 4.8173875809s, input_fired_time: 0.0685816705, output_fired_time: 0.0000000000, propagate_forward_time: 4.4818873405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669186592
validation[          , genome  5776] predictions:    9666/  10000 (96.66%), best:    9751/10000 (97.51%), error:      1095.44385, best error:       823.85309 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 57.8030509949s, input_fired_time: 0.6548230648, output_fired_time: 0.3923732340, propagate_forward_time: 22.4308357239, propagate_backward_time: 32.8150978088, weight_update_time: 0.0701712444, other_time: 1.5099220276
epoch time: 4.8239369392s, input_fired_time: 0.0698457435, output_fired_time: 0.0000000000, propagate_forward_time: 4.4840884209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700028419
validation[          , genome  5776] predictions:    9686/  10000 (96.86%), best:    9751/10000 (97.51%), error:      1002.76910, best error:       823.85309 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 58.0862960815s, input_fired_time: 0.6570140123, output_fired_time: 0.3935165405, propagate_forward_time: 22.5296859741, propagate_backward_time: 32.9833374023, weight_update_time: 0.0702986568, other_time: 1.5227432251
epoch time: 4.8171935081s, input_fired_time: 0.0687839687, output_fired_time: 0.0000000000, propagate_forward_time: 4.4829306602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654790878
validation[          , genome  5776] predictions:    9748/  10000 (97.48%), best:    9751/10000 (97.51%), error:       827.68262, best error:       823.85309 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.8850250244s, input_fired_time: 0.6581928134, output_fired_time: 0.3930442631, propagate_forward_time: 22.4425430298, propagate_backward_time: 32.8568954468, weight_update_time: 0.0702647120, other_time: 1.5343513489
epoch time: 4.8238887787s, input_fired_time: 0.0690721795, output_fired_time: 0.0000000000, propagate_forward_time: 4.4838476181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2709689140
validation[          , genome  5776] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       964.20251, best error:       823.85309 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.8864631653s, input_fired_time: 0.6604343653, output_fired_time: 0.3926838040, propagate_forward_time: 22.4455738068, propagate_backward_time: 32.8538246155, weight_update_time: 0.0701171830, other_time: 1.5339469910
epoch time: 4.8239464760s, input_fired_time: 0.0698104724, output_fired_time: 0.0000000000, propagate_forward_time: 4.4850745201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690615654
validation[          , genome  5776] predictions:    9736/  10000 (97.36%), best:    9751/10000 (97.51%), error:       867.01074, best error:       823.85309 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.8526000977s, input_fired_time: 0.6586485505, output_fired_time: 0.3924469650, propagate_forward_time: 22.4391384125, propagate_backward_time: 32.8440551758, weight_update_time: 0.0701179877, other_time: 1.5183105469
epoch time: 4.8161087036s, input_fired_time: 0.0693901107, output_fired_time: 0.0000000000, propagate_forward_time: 4.4824066162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643117905
validation[          , genome  5776] predictions:    9732/  10000 (97.32%), best:    9751/10000 (97.51%), error:       908.77747, best error:       823.85309 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 58.1423416138s, input_fired_time: 0.6555545926, output_fired_time: 0.3939809203, propagate_forward_time: 22.5483379364, propagate_backward_time: 33.0182914734, weight_update_time: 0.0706538633, other_time: 1.5261726379
epoch time: 4.8142328262s, input_fired_time: 0.0687984601, output_fired_time: 0.0000000000, propagate_forward_time: 4.4817066193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637276649
validation[          , genome  5776] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       884.73010, best error:       823.85309 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.8862266541s, input_fired_time: 0.6564412117, output_fired_time: 0.3926846683, propagate_forward_time: 22.4565467834, propagate_backward_time: 32.8691215515, weight_update_time: 0.0702927262, other_time: 1.5114326477
epoch time: 4.8252110481s, input_fired_time: 0.0703032091, output_fired_time: 0.0000000000, propagate_forward_time: 4.4854850769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694225311
validation[          , genome  5776] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       868.12000, best error:       823.85309 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.9107131958s, input_fired_time: 0.6587657332, output_fired_time: 0.3929934800, propagate_forward_time: 22.4707050323, propagate_backward_time: 32.8715057373, weight_update_time: 0.0701020882, other_time: 1.5167465210
epoch time: 4.8868451118s, input_fired_time: 0.0723302886, output_fired_time: 0.0000000000, propagate_forward_time: 4.5384373665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760772705
validation[          , genome  5776] predictions:    9708/  10000 (97.08%), best:    9751/10000 (97.51%), error:       990.22839, best error:       823.85309 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 58.0553054810s, input_fired_time: 0.6642143726, output_fired_time: 0.3942734599, propagate_forward_time: 22.5085773468, propagate_backward_time: 32.9432754517, weight_update_time: 0.0702235103, other_time: 1.5449676514
epoch time: 4.8731675148s, input_fired_time: 0.0710746497, output_fired_time: 0.0000000000, propagate_forward_time: 4.5287652016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733278275
validation[          , genome  5776] predictions:    9672/  10000 (96.72%), best:    9751/10000 (97.51%), error:      1026.67236, best error:       823.85309 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.8876800537s, input_fired_time: 0.6621656418, output_fired_time: 0.3937492371, propagate_forward_time: 22.4448108673, propagate_backward_time: 32.8569564819, weight_update_time: 0.0701176822, other_time: 1.5299987793
epoch time: 4.8271999359s, input_fired_time: 0.0698788464, output_fired_time: 0.0000000000, propagate_forward_time: 4.4851183891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722024918
validation[          , genome  5776] predictions:    9714/  10000 (97.14%), best:    9751/10000 (97.51%), error:       909.24103, best error:       823.85309 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.8932685852s, input_fired_time: 0.6604622006, output_fired_time: 0.3932419717, propagate_forward_time: 22.4459953308, propagate_backward_time: 32.8576889038, weight_update_time: 0.0701343939, other_time: 1.5358810425
epoch time: 4.8190078735s, input_fired_time: 0.0690991357, output_fired_time: 0.0000000000, propagate_forward_time: 4.4837551117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661538124
validation[          , genome  5776] predictions:    9688/  10000 (96.88%), best:    9751/10000 (97.51%), error:       980.33539, best error:       823.85309 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.8954620361s, input_fired_time: 0.6624216437, output_fired_time: 0.3936509490, propagate_forward_time: 22.4443969727, propagate_backward_time: 32.8638763428, weight_update_time: 0.0701634362, other_time: 1.5311164856
epoch time: 4.8284587860s, input_fired_time: 0.0709027424, output_fired_time: 0.0000000000, propagate_forward_time: 4.4868497849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707061768
validation[          , genome  5776] predictions:    9712/  10000 (97.12%), best:    9751/10000 (97.51%), error:       944.81860, best error:       823.85309 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.9161682129s, input_fired_time: 0.6647809148, output_fired_time: 0.3945598006, propagate_forward_time: 22.4478778839, propagate_backward_time: 32.8726425171, weight_update_time: 0.0700061098, other_time: 1.5363082886
epoch time: 4.8215608597s, input_fired_time: 0.0710070133, output_fired_time: 0.0000000000, propagate_forward_time: 4.4848031998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657508850
validation[          , genome  5776] predictions:    9719/  10000 (97.19%), best:    9751/10000 (97.51%), error:       904.49542, best error:       823.85309 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.9393043518s, input_fired_time: 0.6659852862, output_fired_time: 0.3935897946, propagate_forward_time: 22.4575176239, propagate_backward_time: 32.8807563782, weight_update_time: 0.0702860504, other_time: 1.5414543152
epoch time: 4.9372754097s, input_fired_time: 0.0716009289, output_fired_time: 0.0000000000, propagate_forward_time: 4.5891637802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765107155
validation[          , genome  5776] predictions:    9671/  10000 (96.71%), best:    9751/10000 (97.51%), error:      1042.04712, best error:       823.85309 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 58.0892677307s, input_fired_time: 0.6688588858, output_fired_time: 0.3949622214, propagate_forward_time: 22.4960117340, propagate_backward_time: 32.9827423096, weight_update_time: 0.0706933662, other_time: 1.5466918945
epoch time: 4.8333897591s, input_fired_time: 0.0710883737, output_fired_time: 0.0000000000, propagate_forward_time: 4.4933333397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689681053
validation[          , genome  5776] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       856.64746, best error:       823.85309 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 58.0230598450s, input_fired_time: 0.6680309176, output_fired_time: 0.3948616982, propagate_forward_time: 22.4778976440, propagate_backward_time: 32.9379730225, weight_update_time: 0.0704376400, other_time: 1.5442962646
epoch time: 4.8222761154s, input_fired_time: 0.0706783533, output_fired_time: 0.0000000000, propagate_forward_time: 4.4846816063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669162750
validation[          , genome  5776] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       909.39600, best error:       823.85309 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.9075012207s, input_fired_time: 0.6655073762, output_fired_time: 0.3924151659, propagate_forward_time: 22.4538574219, propagate_backward_time: 32.8736915588, weight_update_time: 0.0699795336, other_time: 1.5220298767
epoch time: 4.8238854408s, input_fired_time: 0.0711563826, output_fired_time: 0.0000000000, propagate_forward_time: 4.4876208305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651081085
validation[          , genome  5776] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       869.92529, best error:       823.85309 on epoch:    63, 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: 24.2106800079s, input_fired_time: 0.3448625505, output_fired_time: 0.0000000000, propagate_forward_time: 22.4845066071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3813114166
best training[          , genome  5776] predictions:   49445/  50000 (98.89%), best:    9751/10000 (97.51%), error:      2079.96729, best error:       823.85309 on epoch:    63, 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: 5.6896939278s, input_fired_time: 0.0760450587, output_fired_time: 0.0000000000, propagate_forward_time: 5.2970337868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166151047
   testing[          , genome  5776] predictions:    9765/  10000 (97.65%), best:    9751/10000 (97.51%), error:       771.71399, best error:       823.85309 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:33:53 (4324): called boinc_finish(0)

</stderr_txt>
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