Nameexact_genome_1512568488_45_5037_0
Workunit2596404
Created7 Dec 2017, 12:58:47 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline18 Dec 2017, 8:33:13 UTC
Received8 Dec 2017, 0:21:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 1 min 46 sec
CPU time5 hours 50 min 44 sec
Validate stateValid
Credit2,703.54
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.13 MB
Peak swap size159.44 MB
Peak disk usage2.28 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
75.27692 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 213.2559661865s, input_fired_time: 2.0791573524, output_fired_time: 1.7643731833, propagate_forward_time: 82.8353805542, propagate_backward_time: 122.7101593018, weight_update_time: 0.2132655382, other_time: 3.8668899536
epoch time: 16.5289382935s, input_fired_time: 0.2461712956, output_fired_time: 0.0000000000, propagate_forward_time: 15.6074819565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6752843857
validation[          , genome  5037] predictions:    9671/  10000 (96.71%), best:    9753/10000 (97.53%), error:      1033.39246, best error:       775.27692 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 201.9255981445s, input_fired_time: 1.9282163382, output_fired_time: 1.6999520063, propagate_forward_time: 75.6772384644, propagate_backward_time: 118.8570404053, weight_update_time: 0.2049622089, other_time: 3.7631454468
epoch time: 16.5215759277s, input_fired_time: 0.2466149926, output_fired_time: 0.0000000000, propagate_forward_time: 15.6145687103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603927612
validation[          , genome  5037] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       925.96014, best error:       775.27692 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 202.1016082764s, input_fired_time: 1.9336897135, output_fired_time: 2.7365794182, propagate_forward_time: 77.7163543701, propagate_backward_time: 114.9679489136, weight_update_time: 0.2058828473, other_time: 4.7470474243
epoch time: 16.2646064758s, input_fired_time: 0.2434424609, output_fired_time: 0.0000000000, propagate_forward_time: 15.3691616058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520023346
validation[          , genome  5037] predictions:    9772/  10000 (97.72%), best:    9753/10000 (97.53%), error:       789.91919, best error:       775.27692 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 205.5837860107s, input_fired_time: 1.9852155447, output_fired_time: 1.7502738237, propagate_forward_time: 76.0046997070, propagate_backward_time: 120.9936447144, weight_update_time: 0.2069673389, other_time: 4.8499526978
epoch time: 21.4344940186s, input_fired_time: 0.2997539937, output_fired_time: 0.0000000000, propagate_forward_time: 20.3225021362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8122386932
validation[          , genome  5037] predictions:    9774/  10000 (97.74%), best:    9753/10000 (97.53%), error:       801.04590, best error:       775.27692 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 207.6377105713s, input_fired_time: 2.9973108768, output_fired_time: 1.7530813217, propagate_forward_time: 76.8047103882, propagate_backward_time: 122.3328247070, weight_update_time: 0.2138759494, other_time: 3.7497787476
epoch time: 16.3281822205s, input_fired_time: 0.2438460290, output_fired_time: 0.0000000000, propagate_forward_time: 15.4313144684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530208588
validation[          , genome  5037] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       848.24530, best error:       775.27692 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 201.0231781006s, input_fired_time: 1.9485015869, output_fired_time: 1.7032259703, propagate_forward_time: 75.9869079590, propagate_backward_time: 117.6465682983, weight_update_time: 0.2173163444, other_time: 3.7379684448
epoch time: 16.6212482452s, input_fired_time: 0.2599373460, output_fired_time: 0.0000000000, propagate_forward_time: 15.6977500916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635608673
validation[          , genome  5037] predictions:    9750/  10000 (97.50%), best:    9753/10000 (97.53%), error:       784.77051, best error:       775.27692 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 215.6522674561s, input_fired_time: 2.1285333633, output_fired_time: 1.8156585693, propagate_forward_time: 79.6302337646, propagate_backward_time: 128.1300964355, weight_update_time: 0.2053712606, other_time: 3.9477386475
epoch time: 16.4490413666s, input_fired_time: 1.2572318316, output_fired_time: 0.0000000000, propagate_forward_time: 14.5289726257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628370285
validation[          , genome  5037] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       857.02930, best error:       775.27692 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 202.4141845703s, input_fired_time: 1.9524656534, output_fired_time: 1.7040091753, propagate_forward_time: 77.9121398926, propagate_backward_time: 116.1041870117, weight_update_time: 0.2063037157, other_time: 4.7413787842
epoch time: 16.3052635193s, input_fired_time: 0.2453057468, output_fired_time: 0.0000000000, propagate_forward_time: 15.4066114426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533460617
validation[          , genome  5037] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       827.90295, best error:       775.27692 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 202.9816284180s, input_fired_time: 1.9410457611, output_fired_time: 1.7239497900, propagate_forward_time: 74.9119415283, propagate_backward_time: 120.6938400269, weight_update_time: 0.2084593624, other_time: 3.7108535767
epoch time: 19.3782215118s, input_fired_time: 0.2739664018, output_fired_time: 0.0000000000, propagate_forward_time: 18.3269767761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7772789001
validation[          , genome  5037] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       854.34680, best error:       775.27692 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 208.2157592773s, input_fired_time: 2.0235106945, output_fired_time: 1.8092485666, propagate_forward_time: 80.1325378418, propagate_backward_time: 120.4464187622, weight_update_time: 0.2123925686, other_time: 3.8040390015
epoch time: 16.4992370605s, input_fired_time: 0.2493595332, output_fired_time: 0.0000000000, propagate_forward_time: 15.5906591415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6592187881
validation[          , genome  5037] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       737.16248, best error:       737.16248 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 201.8428802490s, input_fired_time: 2.9398438931, output_fired_time: 1.6974920034, propagate_forward_time: 77.4913787842, propagate_backward_time: 116.0252914429, weight_update_time: 0.2036738545, other_time: 3.6888656616
epoch time: 16.6745300293s, input_fired_time: 0.2498429567, output_fired_time: 0.0000000000, propagate_forward_time: 15.7565755844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681108475
validation[          , genome  5037] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       708.27075, best error:       708.27075 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 209.7402954102s, input_fired_time: 1.9942640066, output_fired_time: 1.7537584305, propagate_forward_time: 78.6593093872, propagate_backward_time: 123.5118637085, weight_update_time: 0.2068642080, other_time: 3.8211059570
epoch time: 15.1492252350s, input_fired_time: 0.2405473739, output_fired_time: 0.0000000000, propagate_forward_time: 14.2786464691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300315857
validation[          , genome  5037] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       687.67920, best error:       687.67920 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 203.6956634521s, input_fired_time: 3.9670557976, output_fired_time: 1.7277320623, propagate_forward_time: 78.9932708740, propagate_backward_time: 115.3065414429, weight_update_time: 0.2045795918, other_time: 3.7010574341
epoch time: 22.5527019501s, input_fired_time: 0.3165211380, output_fired_time: 0.0000000000, propagate_forward_time: 21.3038158417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9323654175
validation[          , genome  5037] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       746.28894, best error:       687.67920 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 212.3946380615s, input_fired_time: 2.0604577065, output_fired_time: 1.8132902384, propagate_forward_time: 80.4034194946, propagate_backward_time: 124.1813354492, weight_update_time: 0.2139165699, other_time: 3.9361267090
epoch time: 16.4365215302s, input_fired_time: 0.2458414882, output_fired_time: 0.0000000000, propagate_forward_time: 15.5437736511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469058990
validation[          , genome  5037] predictions:    9726/  10000 (97.26%), best:    9796/10000 (97.96%), error:       869.50537, best error:       687.67920 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 201.6920928955s, input_fired_time: 1.9578387737, output_fired_time: 1.6969510317, propagate_forward_time: 74.5831604004, propagate_backward_time: 119.7401275635, weight_update_time: 0.2055779099, other_time: 3.7140197754
epoch time: 16.3893699646s, input_fired_time: 0.2494646162, output_fired_time: 0.0000000000, propagate_forward_time: 15.4788417816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610641479
validation[          , genome  5037] predictions:    9684/  10000 (96.84%), best:    9796/10000 (97.96%), error:      1043.76782, best error:       687.67920 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 203.0618896484s, input_fired_time: 1.9474869967, output_fired_time: 1.6976666451, propagate_forward_time: 76.2347564697, propagate_backward_time: 119.4140777588, weight_update_time: 0.2063682228, other_time: 3.7678985596
epoch time: 16.6527996063s, input_fired_time: 0.2507137656, output_fired_time: 0.0000000000, propagate_forward_time: 15.7436866760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583995819
validation[          , genome  5037] predictions:    9761/  10000 (97.61%), best:    9796/10000 (97.96%), error:       773.70709, best error:       687.67920 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 209.7162017822s, input_fired_time: 2.0083038807, output_fired_time: 1.7304530144, propagate_forward_time: 77.1523437500, propagate_backward_time: 124.9307785034, weight_update_time: 0.2228220254, other_time: 3.8943252563
epoch time: 15.5787239075s, input_fired_time: 0.2488185614, output_fired_time: 0.0000000000, propagate_forward_time: 14.7004432678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294622421
validation[          , genome  5037] predictions:    9741/  10000 (97.41%), best:    9796/10000 (97.96%), error:       826.97968, best error:       687.67920 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 207.3679351807s, input_fired_time: 2.0157380104, output_fired_time: 1.7133010626, propagate_forward_time: 79.0002746582, propagate_backward_time: 118.9448547363, weight_update_time: 0.2141604275, other_time: 5.6937713623
epoch time: 16.9878826141s, input_fired_time: 0.2541106939, output_fired_time: 0.0000000000, propagate_forward_time: 16.0694332123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643390656
validation[          , genome  5037] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       684.34283, best error:       684.34283 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 202.5987854004s, input_fired_time: 1.9464132786, output_fired_time: 1.7131345272, propagate_forward_time: 78.8472366333, propagate_backward_time: 116.3610992432, weight_update_time: 0.2061588913, other_time: 3.7309036255
epoch time: 16.4307422638s, input_fired_time: 0.2467030287, output_fired_time: 0.0000000000, propagate_forward_time: 15.5320730209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519670486
validation[          , genome  5037] predictions:    9767/  10000 (97.67%), best:    9785/10000 (97.85%), error:       793.27838, best error:       684.34283 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 201.5949249268s, input_fired_time: 2.8633830547, output_fired_time: 1.7204765081, propagate_forward_time: 75.6341323853, propagate_backward_time: 117.6871871948, weight_update_time: 0.2049919814, other_time: 3.6897430420
epoch time: 16.3606815338s, input_fired_time: 0.2493766993, output_fired_time: 0.0000000000, propagate_forward_time: 15.4546756744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566295624
validation[          , genome  5037] predictions:    9752/  10000 (97.52%), best:    9785/10000 (97.85%), error:       868.64276, best error:       684.34283 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 204.4785003662s, input_fired_time: 2.0202946663, output_fired_time: 1.7479878664, propagate_forward_time: 77.7803878784, propagate_backward_time: 119.0754165649, weight_update_time: 0.2062988579, other_time: 3.8544158936
epoch time: 18.8113479614s, input_fired_time: 0.2663881481, output_fired_time: 0.0000000000, propagate_forward_time: 17.8080120087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7369480133
validation[          , genome  5037] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       672.27985, best error:       672.27985 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 202.2718963623s, input_fired_time: 2.9622988701, output_fired_time: 1.7181251049, propagate_forward_time: 77.7115097046, propagate_backward_time: 115.1622772217, weight_update_time: 0.2041302919, other_time: 4.7176895142
epoch time: 24.4185047150s, input_fired_time: 0.3983984292, output_fired_time: 0.0000000000, propagate_forward_time: 22.9963817596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0237236023
validation[          , genome  5037] predictions:    9768/  10000 (97.68%), best:    9797/10000 (97.97%), error:       787.38531, best error:       672.27985 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 209.0528564453s, input_fired_time: 2.0420365334, output_fired_time: 1.7479037046, propagate_forward_time: 77.2526168823, propagate_backward_time: 124.1559524536, weight_update_time: 0.2075322270, other_time: 3.8543319702
epoch time: 15.2811412811s, input_fired_time: 0.2472352087, output_fired_time: 0.0000000000, propagate_forward_time: 14.3870487213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468572617
validation[          , genome  5037] predictions:    9754/  10000 (97.54%), best:    9797/10000 (97.97%), error:       783.62915, best error:       672.27985 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 219.9832458496s, input_fired_time: 2.1352622509, output_fired_time: 1.8786789179, propagate_forward_time: 84.5533905029, propagate_backward_time: 127.4241485596, weight_update_time: 0.2479337305, other_time: 3.9917602539
epoch time: 16.5989456177s, input_fired_time: 0.2523558140, output_fired_time: 0.0000000000, propagate_forward_time: 15.6846742630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619157791
validation[          , genome  5037] predictions:    9796/  10000 (97.96%), best:    9797/10000 (97.97%), error:       697.81030, best error:       672.27985 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 217.1662445068s, input_fired_time: 2.0858175755, output_fired_time: 1.7857923508, propagate_forward_time: 82.1673507690, propagate_backward_time: 127.2016067505, weight_update_time: 0.2383003682, other_time: 3.9256820679
epoch time: 16.6465930939s, input_fired_time: 0.2579059303, output_fired_time: 0.0000000000, propagate_forward_time: 15.7334318161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552553177
validation[          , genome  5037] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       724.33252, best error:       672.27985 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 215.5956268311s, input_fired_time: 2.1430349350, output_fired_time: 1.8528931141, propagate_forward_time: 83.5106582642, propagate_backward_time: 123.1152038574, weight_update_time: 0.2304609418, other_time: 4.9738464355
epoch time: 16.2598724365s, input_fired_time: 0.2485497743, output_fired_time: 0.0000000000, propagate_forward_time: 15.3704319000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6408901215
validation[          , genome  5037] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       748.56262, best error:       672.27985 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 203.4277191162s, input_fired_time: 2.9757428169, output_fired_time: 1.7091267109, propagate_forward_time: 76.3211364746, propagate_backward_time: 117.7110595703, weight_update_time: 0.2045429349, other_time: 4.7106628418
epoch time: 16.4085025787s, input_fired_time: 0.2478387803, output_fired_time: 0.0000000000, propagate_forward_time: 15.5114660263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491975784
validation[          , genome  5037] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       713.81610, best error:       672.27985 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 202.5181427002s, input_fired_time: 1.9608949423, output_fired_time: 1.7029550076, propagate_forward_time: 77.8725967407, propagate_backward_time: 117.2211227417, weight_update_time: 0.2069825083, other_time: 3.7605743408
epoch time: 16.2297325134s, input_fired_time: 0.2498658895, output_fired_time: 0.0000000000, propagate_forward_time: 15.3363800049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434869766
validation[          , genome  5037] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       752.36743, best error:       672.27985 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 202.6871948242s, input_fired_time: 1.9588977098, output_fired_time: 1.7177358866, propagate_forward_time: 77.1953353882, propagate_backward_time: 117.1631851196, weight_update_time: 0.2061423063, other_time: 4.6520385742
epoch time: 15.3759117126s, input_fired_time: 0.2479750514, output_fired_time: 0.0000000000, propagate_forward_time: 14.4628400803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6650962830
validation[          , genome  5037] predictions:    9742/  10000 (97.42%), best:    9797/10000 (97.97%), error:       896.45758, best error:       672.27985 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 212.7161254883s, input_fired_time: 2.0356957912, output_fired_time: 1.7536106110, propagate_forward_time: 80.9192504883, propagate_backward_time: 124.0515060425, weight_update_time: 0.2166797221, other_time: 3.9560623169
epoch time: 16.7614097595s, input_fired_time: 0.2640668750, output_fired_time: 0.0000000000, propagate_forward_time: 15.8063726425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6909704208
validation[          , genome  5037] predictions:    9796/  10000 (97.96%), best:    9797/10000 (97.97%), error:       698.78986, best error:       672.27985 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 219.3552856445s, input_fired_time: 2.1161916256, output_fired_time: 1.8693027496, propagate_forward_time: 80.6877288818, propagate_backward_time: 130.7007446289, weight_update_time: 0.2128183395, other_time: 3.9813079834
epoch time: 16.6515560150s, input_fired_time: 0.2516622841, output_fired_time: 0.0000000000, propagate_forward_time: 15.7352466583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646461487
validation[          , genome  5037] predictions:    9754/  10000 (97.54%), best:    9797/10000 (97.97%), error:       873.73755, best error:       672.27985 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 202.0968780518s, input_fired_time: 1.9623087645, output_fired_time: 2.7121005058, propagate_forward_time: 77.9072647095, propagate_backward_time: 115.7897720337, weight_update_time: 0.2062708586, other_time: 3.7254333496
epoch time: 16.5148468018s, input_fired_time: 0.2548769712, output_fired_time: 0.0000000000, propagate_forward_time: 15.5765886307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833810806
validation[          , genome  5037] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       705.00623, best error:       672.27985 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 212.1462707520s, input_fired_time: 2.0701360703, output_fired_time: 1.8152873516, propagate_forward_time: 82.4618148804, propagate_backward_time: 121.9279022217, weight_update_time: 0.2083003968, other_time: 3.8711318970
epoch time: 16.3502044678s, input_fired_time: 0.2518684864, output_fired_time: 0.0000000000, propagate_forward_time: 15.4340181351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643171310
validation[          , genome  5037] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       678.54358, best error:       672.27985 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 202.5482940674s, input_fired_time: 2.0007565022, output_fired_time: 1.7013652325, propagate_forward_time: 77.8622817993, propagate_backward_time: 117.2881774902, weight_update_time: 0.2050652653, other_time: 3.6957015991
epoch time: 16.5624732971s, input_fired_time: 0.2506526411, output_fired_time: 0.0000000000, propagate_forward_time: 15.6672105789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6446104050
validation[          , genome  5037] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       689.23834, best error:       672.27985 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 212.6396026611s, input_fired_time: 2.0488929749, output_fired_time: 1.7874640226, propagate_forward_time: 78.3691406250, propagate_backward_time: 126.5292510986, weight_update_time: 0.2074134499, other_time: 3.9048614502
epoch time: 16.4905986786s, input_fired_time: 0.2521886826, output_fired_time: 0.0000000000, propagate_forward_time: 15.5741291046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6642818451
validation[          , genome  5037] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       660.55237, best error:       660.55237 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 202.1775665283s, input_fired_time: 2.9699060917, output_fired_time: 1.7073529959, propagate_forward_time: 77.9262695313, propagate_backward_time: 115.8657226563, weight_update_time: 0.2043156922, other_time: 3.7083129883
epoch time: 16.4871120453s, input_fired_time: 0.2542211711, output_fired_time: 0.0000000000, propagate_forward_time: 15.5783128738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545782089
validation[          , genome  5037] predictions:    9793/  10000 (97.93%), best:    9798/10000 (97.98%), error:       697.10388, best error:       660.55237 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 219.8576812744s, input_fired_time: 2.1825504303, output_fired_time: 1.8329620361, propagate_forward_time: 84.7539367676, propagate_backward_time: 127.0776519775, weight_update_time: 0.2158623636, other_time: 4.0105743408
epoch time: 15.4007062912s, input_fired_time: 0.2551364303, output_fired_time: 0.0000000000, propagate_forward_time: 14.4730567932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725130081
validation[          , genome  5037] predictions:    9665/  10000 (96.65%), best:    9798/10000 (97.98%), error:      1158.79395, best error:       660.55237 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 211.1486511230s, input_fired_time: 2.0276083946, output_fired_time: 1.8017283678, propagate_forward_time: 84.6188735962, propagate_backward_time: 118.9408264160, weight_update_time: 0.2121867985, other_time: 3.7596206665
epoch time: 16.4687709808s, input_fired_time: 0.2526578009, output_fired_time: 0.0000000000, propagate_forward_time: 15.5594224930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566915512
validation[          , genome  5037] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       722.70886, best error:       660.55237 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 201.6823577881s, input_fired_time: 1.9625176191, output_fired_time: 1.7057424784, propagate_forward_time: 76.1229553223, propagate_backward_time: 118.1572952271, weight_update_time: 0.2071691602, other_time: 3.7338333130
epoch time: 16.6056213379s, input_fired_time: 0.2563117743, output_fired_time: 0.0000000000, propagate_forward_time: 15.6871509552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621589661
validation[          , genome  5037] predictions:    9732/  10000 (97.32%), best:    9798/10000 (97.98%), error:       863.58264, best error:       660.55237 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 212.2411193848s, input_fired_time: 2.0582780838, output_fired_time: 1.7887954712, propagate_forward_time: 80.3159637451, propagate_backward_time: 124.2506790161, weight_update_time: 0.2054885030, other_time: 3.8274002075
epoch time: 16.7184181213s, input_fired_time: 0.2556603253, output_fired_time: 0.0000000000, propagate_forward_time: 15.7999687195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6627883911
validation[          , genome  5037] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       727.00232, best error:       660.55237 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 202.6816101074s, input_fired_time: 1.9709252119, output_fired_time: 1.7015641928, propagate_forward_time: 75.0712432861, propagate_backward_time: 120.1888122559, weight_update_time: 0.2056537420, other_time: 3.7490539551
epoch time: 19.9830341339s, input_fired_time: 0.2723687291, output_fired_time: 0.0000000000, propagate_forward_time: 18.8851604462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8255043030
validation[          , genome  5037] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       691.03308, best error:       660.55237 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 207.9548797607s, input_fired_time: 2.0108411312, output_fired_time: 1.7441611290, propagate_forward_time: 81.7744750977, propagate_backward_time: 118.6089553833, weight_update_time: 0.2235351503, other_time: 3.8164596558
epoch time: 17.2532024384s, input_fired_time: 0.2510798275, output_fired_time: 0.0000000000, propagate_forward_time: 16.3152046204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869182587
validation[          , genome  5037] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       722.89874, best error:       660.55237 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 202.3945159912s, input_fired_time: 1.9946157932, output_fired_time: 1.7236131430, propagate_forward_time: 77.1005325317, propagate_backward_time: 116.8210067749, weight_update_time: 0.2057694495, other_time: 4.7547454834
epoch time: 16.6791439056s, input_fired_time: 0.2589736581, output_fired_time: 0.0000000000, propagate_forward_time: 15.7538337708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663360596
validation[          , genome  5037] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       684.93579, best error:       660.55237 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 213.6265106201s, input_fired_time: 2.0852081776, output_fired_time: 1.7603110075, propagate_forward_time: 79.4035644531, propagate_backward_time: 126.4666061401, weight_update_time: 0.2207232118, other_time: 3.9108200073
epoch time: 19.1805610657s, input_fired_time: 0.2503765225, output_fired_time: 0.0000000000, propagate_forward_time: 18.1551513672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7750339508
validation[          , genome  5037] predictions:    9735/  10000 (97.35%), best:    9798/10000 (97.98%), error:       800.93292, best error:       660.55237 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 204.4087371826s, input_fired_time: 1.9860931635, output_fired_time: 1.7316861153, propagate_forward_time: 77.3220520020, propagate_backward_time: 119.6024169922, weight_update_time: 0.2080552578, other_time: 3.7664794922
epoch time: 15.4190216064s, input_fired_time: 0.2515289187, output_fired_time: 0.0000000000, propagate_forward_time: 14.5165081024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509847641
validation[          , genome  5037] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       650.50378, best error:       650.50378 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 214.9535064697s, input_fired_time: 2.0807900429, output_fired_time: 1.8245782852, propagate_forward_time: 79.8158645630, propagate_backward_time: 126.2409820557, weight_update_time: 0.2068075389, other_time: 4.9912872314
epoch time: 16.7521305084s, input_fired_time: 1.2661956549, output_fired_time: 0.0000000000, propagate_forward_time: 14.8214149475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6645202637
validation[          , genome  5037] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       726.51239, best error:       650.50378 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 208.6644134521s, input_fired_time: 2.0097830296, output_fired_time: 1.7336095572, propagate_forward_time: 80.2646255493, propagate_backward_time: 120.7772521973, weight_update_time: 0.2078715265, other_time: 3.8791427612
epoch time: 18.7328548431s, input_fired_time: 0.2698828876, output_fired_time: 0.0000000000, propagate_forward_time: 17.7377433777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7252292633
validation[          , genome  5037] predictions:    9733/  10000 (97.33%), best:    9796/10000 (97.96%), error:       861.07495, best error:       650.50378 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 211.8676757813s, input_fired_time: 3.0734772682, output_fired_time: 1.7678886652, propagate_forward_time: 79.0952072144, propagate_backward_time: 124.1231384277, weight_update_time: 0.2058535814, other_time: 3.8079757690
epoch time: 16.3657073975s, input_fired_time: 0.2502817214, output_fired_time: 0.0000000000, propagate_forward_time: 15.4672403336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481847763
validation[          , genome  5037] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       704.28058, best error:       650.50378 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 208.9244232178s, input_fired_time: 3.0638496876, output_fired_time: 1.7280030251, propagate_forward_time: 79.3532028198, propagate_backward_time: 120.9872741699, weight_update_time: 0.2080458552, other_time: 3.7921066284
epoch time: 20.4007472992s, input_fired_time: 0.3079371750, output_fired_time: 0.0000000000, propagate_forward_time: 19.2972564697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7955532074
validation[          , genome  5037] predictions:    9695/  10000 (96.95%), best:    9796/10000 (97.96%), error:      1002.08905, best error:       650.50378 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 202.4773101807s, input_fired_time: 1.9757412672, output_fired_time: 1.6988300085, propagate_forward_time: 76.9120330811, propagate_backward_time: 117.1708526611, weight_update_time: 0.2049387097, other_time: 4.7198486328
epoch time: 16.5804023743s, input_fired_time: 0.2550279200, output_fired_time: 0.0000000000, propagate_forward_time: 15.6633958817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619787216
validation[          , genome  5037] predictions:    9716/  10000 (97.16%), best:    9796/10000 (97.96%), error:       944.46356, best error:       650.50378 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 213.2092437744s, input_fired_time: 2.0462017059, output_fired_time: 2.7838168144, propagate_forward_time: 81.6778488159, propagate_backward_time: 122.7864608765, weight_update_time: 0.2147967070, other_time: 3.9149169922
epoch time: 16.6632175446s, input_fired_time: 0.2529778779, output_fired_time: 0.0000000000, propagate_forward_time: 15.7551898956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550502777
validation[          , genome  5037] predictions:    9762/  10000 (97.62%), best:    9796/10000 (97.96%), error:       744.14221, best error:       650.50378 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 215.2484436035s, input_fired_time: 2.0831608772, output_fired_time: 2.8116219044, propagate_forward_time: 79.6823959351, propagate_backward_time: 126.7293777466, weight_update_time: 0.2258605808, other_time: 3.9418869019
epoch time: 15.4372987747s, input_fired_time: 0.2518694699, output_fired_time: 0.0000000000, propagate_forward_time: 14.5248241425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606054306
validation[          , genome  5037] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       728.15033, best error:       650.50378 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 203.4562072754s, input_fired_time: 2.8898937702, output_fired_time: 2.7206151485, propagate_forward_time: 75.9685516357, propagate_backward_time: 118.1336059570, weight_update_time: 0.2056694329, other_time: 3.7435455322
epoch time: 15.6550664902s, input_fired_time: 0.2563380897, output_fired_time: 0.0000000000, propagate_forward_time: 14.7283420563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703863144
validation[          , genome  5037] predictions:    9754/  10000 (97.54%), best:    9796/10000 (97.96%), error:       798.75336, best error:       650.50378 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 202.3033752441s, input_fired_time: 1.9760426283, output_fired_time: 1.6988915205, propagate_forward_time: 76.8537063599, propagate_backward_time: 118.0704956055, weight_update_time: 0.2050310373, other_time: 3.7042312622
epoch time: 16.7082061768s, input_fired_time: 0.2558876574, output_fired_time: 0.0000000000, propagate_forward_time: 14.7851209641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6671972275
validation[          , genome  5037] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       742.21466, best error:       650.50378 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 202.0668487549s, input_fired_time: 1.9782850742, output_fired_time: 1.7049585581, propagate_forward_time: 76.7613906860, propagate_backward_time: 116.9002609253, weight_update_time: 0.2059811503, other_time: 4.7219543457
epoch time: 16.4508838654s, input_fired_time: 0.2569803596, output_fired_time: 0.0000000000, propagate_forward_time: 15.5273237228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665792465
validation[          , genome  5037] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       693.97302, best error:       650.50378 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 203.0615844727s, input_fired_time: 1.9886193275, output_fired_time: 2.7295370102, propagate_forward_time: 77.1536483765, propagate_backward_time: 117.4754791260, weight_update_time: 0.2068943679, other_time: 3.7143020630
epoch time: 16.6123657227s, input_fired_time: 0.2578727603, output_fired_time: 0.0000000000, propagate_forward_time: 15.6772842407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6772079468
validation[          , genome  5037] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       648.99603, best error:       648.99603 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 206.0281219482s, input_fired_time: 1.9939205647, output_fired_time: 1.7110991478, propagate_forward_time: 79.9521026611, propagate_backward_time: 117.5870361328, weight_update_time: 0.2188914716, other_time: 4.7839508057
epoch time: 20.9184379578s, input_fired_time: 0.3265013993, output_fired_time: 0.0000000000, propagate_forward_time: 19.7757282257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8162078857
validation[          , genome  5037] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       756.84998, best error:       648.99603 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 201.5100402832s, input_fired_time: 1.9792653322, output_fired_time: 1.7045292854, propagate_forward_time: 75.1413269043, propagate_backward_time: 118.9373474121, weight_update_time: 0.2061037421, other_time: 3.7475738525
epoch time: 16.2425918579s, input_fired_time: 0.2517203987, output_fired_time: 0.0000000000, propagate_forward_time: 15.3490810394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417903900
validation[          , genome  5037] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       808.28607, best error:       648.99603 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 209.7150421143s, input_fired_time: 2.0682411194, output_fired_time: 1.7628387213, propagate_forward_time: 81.4977645874, propagate_backward_time: 120.4053115845, weight_update_time: 0.2052759379, other_time: 3.9808959961
epoch time: 24.5627899170s, input_fired_time: 0.4007129669, output_fired_time: 0.0000000000, propagate_forward_time: 23.1277179718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0343589783
validation[          , genome  5037] predictions:    9797/  10000 (97.97%), best:    9798/10000 (97.98%), error:       674.85797, best error:       648.99603 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 208.8370208740s, input_fired_time: 2.0198078156, output_fired_time: 1.7389397621, propagate_forward_time: 77.9975128174, propagate_backward_time: 123.3138809204, weight_update_time: 0.2159262300, other_time: 3.7668838501
epoch time: 16.5035324097s, input_fired_time: 0.2526950240, output_fired_time: 0.0000000000, propagate_forward_time: 15.5908880234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6599493027
validation[          , genome  5037] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       755.50061, best error:       648.99603 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 211.3521423340s, input_fired_time: 2.0642907619, output_fired_time: 1.7740826607, propagate_forward_time: 81.4231491089, propagate_backward_time: 122.2283630371, weight_update_time: 0.2136625350, other_time: 3.8622665405
epoch time: 16.9018859863s, input_fired_time: 0.2690169513, output_fired_time: 0.0000000000, propagate_forward_time: 15.9479598999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849098206
validation[          , genome  5037] predictions:    9794/  10000 (97.94%), best:    9798/10000 (97.98%), error:       705.49780, best error:       648.99603 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 212.4019470215s, input_fired_time: 2.0604441166, output_fired_time: 2.7956571579, propagate_forward_time: 80.4077911377, propagate_backward_time: 123.2830810547, weight_update_time: 0.2210880071, other_time: 3.8549804688
epoch time: 15.2294559479s, input_fired_time: 0.2518464625, output_fired_time: 0.0000000000, propagate_forward_time: 14.3308115005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467981339
validation[          , genome  5037] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       757.87292, best error:       648.99603 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 205.9306030273s, input_fired_time: 2.0117430687, output_fired_time: 2.7465100288, propagate_forward_time: 74.8479843140, propagate_backward_time: 122.5777511597, weight_update_time: 0.2077922225, other_time: 3.7466125488
epoch time: 16.7118625641s, input_fired_time: 0.2580578923, output_fired_time: 0.0000000000, propagate_forward_time: 15.7698545456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839494705
validation[          , genome  5037] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       734.69196, best error:       648.99603 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 214.1898956299s, input_fired_time: 2.1235146523, output_fired_time: 1.8691284657, propagate_forward_time: 84.1994628906, propagate_backward_time: 122.0543441772, weight_update_time: 0.2157495320, other_time: 3.9434432983
epoch time: 16.5814933777s, input_fired_time: 0.2582396269, output_fired_time: 0.0000000000, propagate_forward_time: 15.6646671295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585865021
validation[          , genome  5037] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       776.82764, best error:       648.99603 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 213.8240356445s, input_fired_time: 2.0962076187, output_fired_time: 1.7569004297, propagate_forward_time: 81.1238784790, propagate_backward_time: 123.9232025146, weight_update_time: 0.2217545658, other_time: 4.9238433838
epoch time: 16.4482078552s, input_fired_time: 0.2586751282, output_fired_time: 0.0000000000, propagate_forward_time: 15.5334539413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560792923
validation[          , genome  5037] predictions:    9810/  10000 (98.10%), best:    9798/10000 (97.98%), error:       678.45117, best error:       648.99603 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 201.7615203857s, input_fired_time: 1.9851326942, output_fired_time: 1.6944985390, propagate_forward_time: 75.7607879639, propagate_backward_time: 117.6647567749, weight_update_time: 0.2077111304, other_time: 4.6563339233
epoch time: 16.2136802673s, input_fired_time: 0.2523934245, output_fired_time: 0.0000000000, propagate_forward_time: 15.3073348999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6539516449
validation[          , genome  5037] predictions:    9742/  10000 (97.42%), best:    9798/10000 (97.98%), error:       811.83008, best error:       648.99603 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 204.9133758545s, input_fired_time: 2.0458285809, output_fired_time: 1.7152291536, propagate_forward_time: 79.0867538452, propagate_backward_time: 118.3294067383, weight_update_time: 0.2070538402, other_time: 3.7361679077
epoch time: 16.6153163910s, input_fired_time: 0.2570140362, output_fired_time: 0.0000000000, propagate_forward_time: 15.6758785248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824245453
validation[          , genome  5037] predictions:    9742/  10000 (97.42%), best:    9798/10000 (97.98%), error:       826.90546, best error:       648.99603 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 202.1371917725s, input_fired_time: 1.9892939329, output_fired_time: 1.7100709677, propagate_forward_time: 76.9582672119, propagate_backward_time: 117.7495117188, weight_update_time: 0.2072571516, other_time: 3.7300567627
epoch time: 16.6330528259s, input_fired_time: 0.2734132409, output_fired_time: 0.0000000000, propagate_forward_time: 15.6989393234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607007980
validation[          , genome  5037] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       765.48297, best error:       648.99603 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 205.1305694580s, input_fired_time: 2.0357193947, output_fired_time: 1.7628498077, propagate_forward_time: 80.6623916626, propagate_backward_time: 116.9157714844, weight_update_time: 0.2044083476, other_time: 3.7538375854
epoch time: 16.5230159760s, input_fired_time: 0.2567056119, output_fired_time: 0.0000000000, propagate_forward_time: 15.6003332138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659765244
validation[          , genome  5037] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       734.17438, best error:       648.99603 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 203.2576751709s, input_fired_time: 1.9955135584, output_fired_time: 1.7231410742, propagate_forward_time: 79.1148300171, propagate_backward_time: 116.7018585205, weight_update_time: 0.2072326094, other_time: 3.7223281860
epoch time: 16.5738811493s, input_fired_time: 0.2561040819, output_fired_time: 0.0000000000, propagate_forward_time: 15.6643657684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534118652
validation[          , genome  5037] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       740.93854, best error:       648.99603 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 209.9227905273s, input_fired_time: 2.0410106182, output_fired_time: 1.7395235300, propagate_forward_time: 76.5094528198, propagate_backward_time: 125.8317947388, weight_update_time: 0.2054157257, other_time: 3.8010177612
epoch time: 16.5865154266s, input_fired_time: 0.2569665909, output_fired_time: 0.0000000000, propagate_forward_time: 15.6733865738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6561613083
validation[          , genome  5037] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       686.57483, best error:       648.99603 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 209.2712097168s, input_fired_time: 2.0385000706, output_fired_time: 1.7408905029, propagate_forward_time: 77.5748977661, propagate_backward_time: 124.0813446045, weight_update_time: 0.2128683180, other_time: 3.8355789185
epoch time: 15.1780300140s, input_fired_time: 0.2692529559, output_fired_time: 0.0000000000, propagate_forward_time: 14.2651548386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436223984
validation[          , genome  5037] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       828.54907, best error:       648.99603 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 203.6714630127s, input_fired_time: 1.9860714674, output_fired_time: 1.7026263475, propagate_forward_time: 77.9913635254, propagate_backward_time: 118.2899093628, weight_update_time: 0.2070811838, other_time: 3.7014999390
epoch time: 14.9591436386s, input_fired_time: 0.2517087460, output_fired_time: 0.0000000000, propagate_forward_time: 14.0642929077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431417465
validation[          , genome  5037] predictions:    9784/  10000 (97.84%), best:    9798/10000 (97.98%), error:       723.91748, best error:       648.99603 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 207.1783142090s, input_fired_time: 2.0400130749, output_fired_time: 1.7327364683, propagate_forward_time: 77.2303543091, propagate_backward_time: 122.3550262451, weight_update_time: 0.2179180086, other_time: 3.8201828003
epoch time: 25.3780040741s, input_fired_time: 0.4146378040, output_fired_time: 0.0000000000, propagate_forward_time: 23.9823322296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9810333252
validation[          , genome  5037] predictions:    9685/  10000 (96.85%), best:    9798/10000 (97.98%), error:      1043.30493, best error:       648.99603 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 203.6205291748s, input_fired_time: 1.9984704256, output_fired_time: 1.7074253559, propagate_forward_time: 78.2532882690, propagate_backward_time: 116.9233169556, weight_update_time: 0.2061120123, other_time: 4.7380218506
epoch time: 16.5971813202s, input_fired_time: 0.2585201263, output_fired_time: 0.0000000000, propagate_forward_time: 15.6728782654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657829285
validation[          , genome  5037] predictions:    9794/  10000 (97.94%), best:    9798/10000 (97.98%), error:       679.70709, best error:       648.99603 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 210.7779846191s, input_fired_time: 2.0690834522, output_fired_time: 1.7691586018, propagate_forward_time: 79.2950134277, propagate_backward_time: 122.8477249146, weight_update_time: 0.2037863284, other_time: 4.7970046997
epoch time: 15.5247659683s, input_fired_time: 0.2584546804, output_fired_time: 0.0000000000, propagate_forward_time: 14.6137075424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526041031
validation[          , genome  5037] predictions:    9794/  10000 (97.94%), best:    9798/10000 (97.98%), error:       654.36700, best error:       648.99603 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 205.7737121582s, input_fired_time: 2.0099227428, output_fired_time: 1.7143909931, propagate_forward_time: 76.5603942871, propagate_backward_time: 120.7007293701, weight_update_time: 0.2055609077, other_time: 4.7882843018
epoch time: 27.1323184967s, input_fired_time: 0.4215607345, output_fired_time: 0.0000000000, propagate_forward_time: 25.6457538605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0650043488
validation[          , genome  5037] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       724.01593, best error:       648.99603 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 219.0596771240s, input_fired_time: 2.1678266525, output_fired_time: 1.8080371618, propagate_forward_time: 81.7972869873, propagate_backward_time: 129.1179351807, weight_update_time: 0.2339948267, other_time: 4.1685791016
epoch time: 16.4631958008s, input_fired_time: 0.2540368140, output_fired_time: 0.0000000000, propagate_forward_time: 15.5707721710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383876801
validation[          , genome  5037] predictions:    9744/  10000 (97.44%), best:    9798/10000 (97.98%), error:       823.56268, best error:       648.99603 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 202.1223449707s, input_fired_time: 3.0150904655, output_fired_time: 1.6990324259, propagate_forward_time: 77.9622039795, propagate_backward_time: 115.7433471680, weight_update_time: 0.2049919069, other_time: 3.7026672363
epoch time: 16.1442680359s, input_fired_time: 0.2553172708, output_fired_time: 0.0000000000, propagate_forward_time: 15.2389154434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500349045
validation[          , genome  5037] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       793.74957, best error:       648.99603 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 204.8905029297s, input_fired_time: 2.0330567360, output_fired_time: 1.7354342937, propagate_forward_time: 77.7733001709, propagate_backward_time: 119.5750808716, weight_update_time: 0.2377344370, other_time: 3.7736434937
epoch time: 16.7800598145s, input_fired_time: 0.2606899440, output_fired_time: 0.0000000000, propagate_forward_time: 15.8439283371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6754407883
validation[          , genome  5037] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       695.46472, best error:       648.99603 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 216.9236907959s, input_fired_time: 2.0877726078, output_fired_time: 1.8193088770, propagate_forward_time: 82.2351303101, propagate_backward_time: 125.8800506592, weight_update_time: 0.2052154690, other_time: 4.9014434814
epoch time: 16.4928035736s, input_fired_time: 0.2596969306, output_fired_time: 0.0000000000, propagate_forward_time: 15.5631361008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699705124
validation[          , genome  5037] predictions:    9802/  10000 (98.02%), best:    9798/10000 (97.98%), error:       677.26807, best error:       648.99603 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 202.8015441895s, input_fired_time: 2.0003869534, output_fired_time: 1.7101907730, propagate_forward_time: 78.0893402100, propagate_backward_time: 117.2844696045, weight_update_time: 0.2066197544, other_time: 3.7171630859
epoch time: 16.5954341888s, input_fired_time: 0.2614386380, output_fired_time: 0.0000000000, propagate_forward_time: 15.6674518585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665439606
validation[          , genome  5037] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       827.92047, best error:       648.99603 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 202.1269683838s, input_fired_time: 1.9926217794, output_fired_time: 1.7012970448, propagate_forward_time: 77.8053894043, propagate_backward_time: 116.9135971069, weight_update_time: 0.2052124292, other_time: 3.7140731812
epoch time: 16.5752868652s, input_fired_time: 0.2620148361, output_fired_time: 0.0000000000, propagate_forward_time: 15.6392431259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740293503
validation[          , genome  5037] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       699.59723, best error:       648.99603 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 219.2662963867s, input_fired_time: 2.1560337543, output_fired_time: 1.8665467501, propagate_forward_time: 82.9580230713, propagate_backward_time: 128.2123565674, weight_update_time: 0.2300972193, other_time: 4.0733337402
epoch time: 15.3471660614s, input_fired_time: 0.2540867627, output_fired_time: 0.0000000000, propagate_forward_time: 14.4512166977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6418628693
validation[          , genome  5037] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       758.45636, best error:       648.99603 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 204.0514373779s, input_fired_time: 1.9968152046, output_fired_time: 1.7118508816, propagate_forward_time: 82.3588104248, propagate_backward_time: 114.2695236206, weight_update_time: 0.2058281153, other_time: 3.7144393921
epoch time: 15.4124851227s, input_fired_time: 0.2557087541, output_fired_time: 0.0000000000, propagate_forward_time: 14.5103530884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6464233398
validation[          , genome  5037] predictions:    9751/  10000 (97.51%), best:    9798/10000 (97.98%), error:       832.67627, best error:       648.99603 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 204.4720611572s, input_fired_time: 2.0189189911, output_fired_time: 1.7189719677, propagate_forward_time: 75.4424285889, propagate_backward_time: 121.5170669556, weight_update_time: 0.2083987296, other_time: 3.7746658325
epoch time: 16.4397907257s, input_fired_time: 0.2734856009, output_fired_time: 0.0000000000, propagate_forward_time: 15.4580154419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7082901001
validation[          , genome  5037] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       802.16840, best error:       648.99603 on epoch:    70, 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: 81.1861267090s, input_fired_time: 1.2738493681, output_fired_time: 0.0000000000, propagate_forward_time: 74.4978103638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4144668579
best training[          , genome  5037] predictions:   49755/  50000 (99.51%), best:    9798/10000 (97.98%), error:      1111.63269, best error:       648.99603 on epoch:    70, 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: 15.5659227371s, input_fired_time: 0.2525908649, output_fired_time: 0.0000000000, propagate_forward_time: 14.6394071579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739244461
   testing[          , genome  5037] predictions:    9801/  10000 (98.01%), best:    9798/10000 (97.98%), error:       618.60156, best error:       648.99603 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:53:30 (10884): called boinc_finish(0)

</stderr_txt>
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