Nameexact_genome_1512568488_44_6994_0
Workunit2606282
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline14 Dec 2017, 14:25:57 UTC
Received8 Dec 2017, 6:41:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time3 hours 44 min 26 sec
CPU time3 hours 12 min 52 sec
Validate stateValid
Credit1,657.67
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.65 MB
Peak swap size157.30 MB
Peak disk usage1.70 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
weight_update_time: 0.0000000000, other_time: 0.5725584030
validation[          , genome  6994] predictions:    9651/  10000 (96.51%), best:    9696/10000 (96.96%), error:      1169.78003, best error:      1026.08838 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 150.7572021484s, input_fired_time: 1.9228883982, output_fired_time: 1.1072547436, propagate_forward_time: 56.2157630920, propagate_backward_time: 87.1396560669, weight_update_time: 0.1411955357, other_time: 4.3716506958
epoch time: 12.4409103394s, input_fired_time: 0.1460578591, output_fired_time: 0.0000000000, propagate_forward_time: 11.2237510681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0711011887
validation[          , genome  6994] predictions:    9688/  10000 (96.88%), best:    9696/10000 (96.96%), error:      1050.73071, best error:      1026.08838 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.8212738037s, input_fired_time: 1.1710555553, output_fired_time: 1.0974388123, propagate_forward_time: 57.5191879272, propagate_backward_time: 86.1840972900, weight_update_time: 0.1394869834, other_time: 3.8494949341
epoch time: 12.1230659485s, input_fired_time: 0.1498610675, output_fired_time: 0.0000000000, propagate_forward_time: 11.4009780884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722265244
validation[          , genome  6994] predictions:    9679/  10000 (96.79%), best:    9696/10000 (96.96%), error:      1043.02820, best error:      1026.08838 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.2175445557s, input_fired_time: 1.6830177307, output_fired_time: 1.8647035360, propagate_forward_time: 57.2612419128, propagate_backward_time: 86.5240173340, weight_update_time: 0.1439612210, other_time: 3.8845672607
epoch time: 12.0736770630s, input_fired_time: 0.1430576891, output_fired_time: 0.0000000000, propagate_forward_time: 11.1057214737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8248977661
validation[          , genome  6994] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1009.93793, best error:      1009.93793 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 156.1831817627s, input_fired_time: 1.2058981657, output_fired_time: 1.6480958462, propagate_forward_time: 58.5514907837, propagate_backward_time: 90.3406677246, weight_update_time: 0.3939781189, other_time: 4.4370193481
epoch time: 13.0107584000s, input_fired_time: 0.4029967785, output_fired_time: 0.0000000000, propagate_forward_time: 12.0206222534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871391296
validation[          , genome  6994] predictions:    9652/  10000 (96.52%), best:    9686/10000 (96.86%), error:      1098.49316, best error:      1009.93793 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 160.6819152832s, input_fired_time: 1.2242892981, output_fired_time: 1.1625770330, propagate_forward_time: 60.4001350403, propagate_backward_time: 93.9365615845, weight_update_time: 0.1464456916, other_time: 3.9583511353
epoch time: 13.0394001007s, input_fired_time: 0.1544514596, output_fired_time: 0.0000000000, propagate_forward_time: 11.7921752930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0927734375
validation[          , genome  6994] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1009.66003, best error:      1009.66003 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 158.9402313232s, input_fired_time: 1.4718726873, output_fired_time: 1.6603767872, propagate_forward_time: 59.7275772095, propagate_backward_time: 91.3729095459, weight_update_time: 0.1457154006, other_time: 4.7074966431
epoch time: 12.6982917786s, input_fired_time: 0.1527434140, output_fired_time: 0.0000000000, propagate_forward_time: 11.7093687057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8361797333
validation[          , genome  6994] predictions:    9681/  10000 (96.81%), best:    9697/10000 (96.97%), error:      1037.84497, best error:      1009.66003 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 164.0162200928s, input_fired_time: 1.5099364519, output_fired_time: 1.4746574163, propagate_forward_time: 61.6922798157, propagate_backward_time: 94.2949523926, weight_update_time: 0.1506053507, other_time: 5.0444030762
epoch time: 13.6189193726s, input_fired_time: 0.1561819762, output_fired_time: 0.0000000000, propagate_forward_time: 12.8397197723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230173111
validation[          , genome  6994] predictions:    9657/  10000 (96.57%), best:    9697/10000 (96.97%), error:      1135.39929, best error:      1009.66003 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 165.1451873779s, input_fired_time: 1.8548097610, output_fired_time: 2.2726452351, propagate_forward_time: 63.9041213989, propagate_backward_time: 92.7734451294, weight_update_time: 0.1513955891, other_time: 4.3401641846
epoch time: 13.7153987885s, input_fired_time: 0.4062531292, output_fired_time: 0.0000000000, propagate_forward_time: 12.4676647186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8414812088
validation[          , genome  6994] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1090.19568, best error:      1009.66003 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 165.1549835205s, input_fired_time: 1.8227307796, output_fired_time: 1.5286129713, propagate_forward_time: 60.9370117188, propagate_backward_time: 95.6465454102, weight_update_time: 0.4002781510, other_time: 5.2200927734
epoch time: 12.9877538681s, input_fired_time: 0.1564985365, output_fired_time: 0.0000000000, propagate_forward_time: 12.2247486115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065063477
validation[          , genome  6994] predictions:    9703/  10000 (97.03%), best:    9697/10000 (96.97%), error:      1051.22400, best error:      1009.66003 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 164.9007263184s, input_fired_time: 1.5561321974, output_fired_time: 1.4737944603, propagate_forward_time: 63.3743896484, propagate_backward_time: 93.7916107178, weight_update_time: 0.1508097053, other_time: 4.7047882080
epoch time: 13.2251825333s, input_fired_time: 0.4070202708, output_fired_time: 0.0000000000, propagate_forward_time: 12.2148094177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033525467
validation[          , genome  6994] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1047.62878, best error:      1009.66003 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 163.2429046631s, input_fired_time: 1.2656068802, output_fired_time: 1.9817478657, propagate_forward_time: 59.7230758667, propagate_backward_time: 96.0595016479, weight_update_time: 0.1495907456, other_time: 4.2129669189
epoch time: 13.7385234833s, input_fired_time: 0.1617178172, output_fired_time: 0.0000000000, propagate_forward_time: 12.9497261047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270799637
validation[          , genome  6994] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:       996.40491, best error:       996.40491 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 162.8299560547s, input_fired_time: 2.8057322502, output_fired_time: 2.2746310234, propagate_forward_time: 60.6562156677, propagate_backward_time: 92.4833297729, weight_update_time: 0.4075145125, other_time: 4.6100540161
epoch time: 13.7207365036s, input_fired_time: 0.1811286956, output_fired_time: 0.0000000000, propagate_forward_time: 12.9065198898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330881119
validation[          , genome  6994] predictions:    9622/  10000 (96.22%), best:    9682/10000 (96.82%), error:      1170.38147, best error:       996.40491 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 161.8719177246s, input_fired_time: 1.5303182602, output_fired_time: 1.7161149979, propagate_forward_time: 61.7523612976, propagate_backward_time: 92.0437850952, weight_update_time: 0.1486755461, other_time: 4.8293380737
epoch time: 13.3631420135s, input_fired_time: 0.1577287316, output_fired_time: 0.0000000000, propagate_forward_time: 12.3184442520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8869686127
validation[          , genome  6994] predictions:    9665/  10000 (96.65%), best:    9682/10000 (96.82%), error:      1159.63440, best error:       996.40491 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 162.8665161133s, input_fired_time: 2.0119740963, output_fired_time: 1.9847484827, propagate_forward_time: 61.5296669006, propagate_backward_time: 92.3745956421, weight_update_time: 0.1532787979, other_time: 4.9655380249
epoch time: 13.3052310944s, input_fired_time: 0.1614698768, output_fired_time: 0.0000000000, propagate_forward_time: 12.5464048386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973567963
validation[          , genome  6994] predictions:    9653/  10000 (96.53%), best:    9682/10000 (96.82%), error:      1086.61621, best error:       996.40491 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 163.2117004395s, input_fired_time: 1.2836675644, output_fired_time: 1.2887302637, propagate_forward_time: 63.1333808899, propagate_backward_time: 93.3317413330, weight_update_time: 0.1497715563, other_time: 4.1741943359
epoch time: 13.4889392853s, input_fired_time: 0.1558275670, output_fired_time: 0.0000000000, propagate_forward_time: 12.4808788300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8522329330
validation[          , genome  6994] predictions:    9673/  10000 (96.73%), best:    9682/10000 (96.82%), error:      1037.68250, best error:       996.40491 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 163.6310272217s, input_fired_time: 1.8764107227, output_fired_time: 1.3142263889, propagate_forward_time: 59.9694480896, propagate_backward_time: 95.9737854004, weight_update_time: 0.1559787393, other_time: 4.4971618652
epoch time: 13.9076728821s, input_fired_time: 0.1655138433, output_fired_time: 0.0000000000, propagate_forward_time: 12.7320728302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0100860596
validation[          , genome  6994] predictions:    9699/  10000 (96.99%), best:    9682/10000 (96.82%), error:      1011.38989, best error:       996.40491 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 161.9657135010s, input_fired_time: 1.8145359755, output_fired_time: 2.0661349297, propagate_forward_time: 60.8144798279, propagate_backward_time: 92.5947189331, weight_update_time: 0.1538476646, other_time: 4.6758499146
epoch time: 13.5206804276s, input_fired_time: 0.4314249158, output_fired_time: 0.0000000000, propagate_forward_time: 12.4491701126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6400852203
validation[          , genome  6994] predictions:    9700/  10000 (97.00%), best:    9682/10000 (96.82%), error:      1015.32086, best error:       996.40491 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 168.0101013184s, input_fired_time: 2.6399202347, output_fired_time: 2.5925354958, propagate_forward_time: 63.4675979614, propagate_backward_time: 95.0148773193, weight_update_time: 0.1533810645, other_time: 4.2951736450
epoch time: 13.5244064331s, input_fired_time: 0.4122881293, output_fired_time: 0.0000000000, propagate_forward_time: 12.4500999451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6620187759
validation[          , genome  6994] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       950.51593, best error:       950.51593 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 167.8518218994s, input_fired_time: 1.9804025888, output_fired_time: 1.8028218746, propagate_forward_time: 60.6697158813, propagate_backward_time: 98.6246643066, weight_update_time: 0.1565022320, other_time: 4.7742080688
epoch time: 13.2307596207s, input_fired_time: 0.1698388904, output_fired_time: 0.0000000000, propagate_forward_time: 12.3672199249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937007904
validation[          , genome  6994] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1022.08398, best error:       950.51593 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 166.0285491943s, input_fired_time: 1.5826433897, output_fired_time: 1.2978492975, propagate_forward_time: 62.6448516846, propagate_backward_time: 95.4489364624, weight_update_time: 0.1548413038, other_time: 5.0542678833
epoch time: 13.6641530991s, input_fired_time: 0.1789592654, output_fired_time: 0.0000000000, propagate_forward_time: 12.6599874496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8252067566
validation[          , genome  6994] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       968.65942, best error:       950.51593 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 168.9033813477s, input_fired_time: 2.0347537994, output_fired_time: 1.5051563978, propagate_forward_time: 63.1230201721, propagate_backward_time: 96.6507720947, weight_update_time: 0.1517576873, other_time: 5.5896759033
epoch time: 12.8830270767s, input_fired_time: 0.1701795608, output_fired_time: 0.0000000000, propagate_forward_time: 11.3204259872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3924217224
validation[          , genome  6994] predictions:    9678/  10000 (96.78%), best:    9726/10000 (97.26%), error:      1084.63306, best error:       950.51593 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 153.1745452881s, input_fired_time: 1.7312505245, output_fired_time: 1.4104596376, propagate_forward_time: 57.1755828857, propagate_backward_time: 88.1311645508, weight_update_time: 0.1486396790, other_time: 4.7260894775
epoch time: 12.3689794540s, input_fired_time: 0.1506517977, output_fired_time: 0.0000000000, propagate_forward_time: 11.3862838745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8320436478
validation[          , genome  6994] predictions:    9683/  10000 (96.83%), best:    9726/10000 (97.26%), error:      1041.69836, best error:       950.51593 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 152.8510437012s, input_fired_time: 1.2382293940, output_fired_time: 1.6727695465, propagate_forward_time: 57.8869323730, propagate_backward_time: 88.0631790161, weight_update_time: 0.3983861506, other_time: 3.9899215698
epoch time: 12.6842355728s, input_fired_time: 0.1535449028, output_fired_time: 0.0000000000, propagate_forward_time: 11.6851978302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8454933167
validation[          , genome  6994] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       929.24878, best error:       929.24878 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 152.2020721436s, input_fired_time: 1.2464047670, output_fired_time: 2.1838166714, propagate_forward_time: 56.5716972351, propagate_backward_time: 88.9315109253, weight_update_time: 0.1492828876, other_time: 3.2686386108
epoch time: 12.3387899399s, input_fired_time: 0.1490861475, output_fired_time: 0.0000000000, propagate_forward_time: 11.6098737717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798301697
validation[          , genome  6994] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       919.83868, best error:       919.83868 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 153.1140899658s, input_fired_time: 1.4774985313, output_fired_time: 2.1520221233, propagate_forward_time: 57.0338859558, propagate_backward_time: 88.0048675537, weight_update_time: 0.3953187168, other_time: 4.4458160400
epoch time: 12.5298967361s, input_fired_time: 0.1518445611, output_fired_time: 0.0000000000, propagate_forward_time: 11.7928237915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852279663
validation[          , genome  6994] predictions:    9711/  10000 (97.11%), best:    9727/10000 (97.27%), error:       948.79968, best error:       919.83868 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 152.9993591309s, input_fired_time: 2.2420341969, output_fired_time: 1.6693189144, propagate_forward_time: 57.6039848328, propagate_backward_time: 87.0061187744, weight_update_time: 0.1473654211, other_time: 4.4779052734
epoch time: 12.6396856308s, input_fired_time: 0.1567586362, output_fired_time: 0.0000000000, propagate_forward_time: 11.6220636368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8608636856
validation[          , genome  6994] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       870.74823, best error:       870.74823 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.0982971191s, input_fired_time: 1.4886013269, output_fired_time: 1.4116446972, propagate_forward_time: 56.8209495544, propagate_backward_time: 87.8940811157, weight_update_time: 0.1491881609, other_time: 4.4830093384
epoch time: 12.2828798294s, input_fired_time: 0.1493330747, output_fired_time: 0.0000000000, propagate_forward_time: 11.5585527420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749940872
validation[          , genome  6994] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       942.35455, best error:       870.74823 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 150.7845916748s, input_fired_time: 1.1902160645, output_fired_time: 1.1048040390, propagate_forward_time: 58.2647209167, propagate_backward_time: 86.3607406616, weight_update_time: 0.1401062757, other_time: 3.8641128540
epoch time: 12.1123771667s, input_fired_time: 0.1467333585, output_fired_time: 0.0000000000, propagate_forward_time: 10.8949842453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0706596375
validation[          , genome  6994] predictions:    9735/  10000 (97.35%), best:    9731/10000 (97.31%), error:       890.00464, best error:       870.74823 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 150.6477966309s, input_fired_time: 1.6916884184, output_fired_time: 1.6068750620, propagate_forward_time: 58.5847396851, propagate_backward_time: 84.1642608643, weight_update_time: 0.1397773921, other_time: 4.6002426147
epoch time: 12.5965528488s, input_fired_time: 0.1503163278, output_fired_time: 0.0000000000, propagate_forward_time: 11.8675975800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786390305
validation[          , genome  6994] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       963.06671, best error:       870.74823 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.8774108887s, input_fired_time: 1.6887744665, output_fired_time: 1.3510332108, propagate_forward_time: 57.7820434570, propagate_backward_time: 85.2107009888, weight_update_time: 0.1400474161, other_time: 3.8448562622
epoch time: 12.4394445419s, input_fired_time: 0.1484618634, output_fired_time: 0.0000000000, propagate_forward_time: 11.4697141647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8212680817
validation[          , genome  6994] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       922.33850, best error:       870.74823 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 150.3911285400s, input_fired_time: 2.1892228127, output_fired_time: 1.6048057079, propagate_forward_time: 57.4270896912, propagate_backward_time: 84.5688781738, weight_update_time: 0.1412616819, other_time: 4.6011199951
epoch time: 12.3287048340s, input_fired_time: 0.1499378532, output_fired_time: 0.0000000000, propagate_forward_time: 11.1011810303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0775861740
validation[          , genome  6994] predictions:    9704/  10000 (97.04%), best:    9731/10000 (97.31%), error:      1005.47101, best error:       870.74823 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 150.8812408447s, input_fired_time: 1.1903475523, output_fired_time: 1.1094233990, propagate_forward_time: 57.3111648560, propagate_backward_time: 87.9084854126, weight_update_time: 0.1407269984, other_time: 3.3618164063
epoch time: 12.2170028687s, input_fired_time: 0.3991279006, output_fired_time: 0.0000000000, propagate_forward_time: 10.9956588745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8222160339
validation[          , genome  6994] predictions:    9703/  10000 (97.03%), best:    9731/10000 (97.31%), error:      1000.74371, best error:       870.74823 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 150.0845489502s, input_fired_time: 1.4388412237, output_fired_time: 1.1061106920, propagate_forward_time: 55.6134147644, propagate_backward_time: 87.8218154907, weight_update_time: 0.1402199417, other_time: 4.1043624878
epoch time: 12.4764041901s, input_fired_time: 0.3990518749, output_fired_time: 0.0000000000, propagate_forward_time: 11.5018014908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755510330
validation[          , genome  6994] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       909.27917, best error:       870.74823 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 149.7727050781s, input_fired_time: 1.4367828369, output_fired_time: 1.5980551243, propagate_forward_time: 58.0351791382, propagate_backward_time: 84.5879821777, weight_update_time: 0.1410588473, other_time: 4.1147079468
epoch time: 10.4582252502s, input_fired_time: 0.1430756450, output_fired_time: 0.0000000000, propagate_forward_time: 9.7600517273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550975800
validation[          , genome  6994] predictions:    9668/  10000 (96.68%), best:    9731/10000 (97.31%), error:      1072.59912, best error:       870.74823 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 98.4634704590s, input_fired_time: 1.0979932547, output_fired_time: 0.9722671509, propagate_forward_time: 36.3355865479, propagate_backward_time: 57.1441001892, weight_update_time: 0.1251371801, other_time: 2.9135246277
epoch time: 7.8846778870s, input_fired_time: 0.1348341554, output_fired_time: 0.0000000000, propagate_forward_time: 7.2133336067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365099907
validation[          , genome  6994] predictions:    9719/  10000 (97.19%), best:    9731/10000 (97.31%), error:       909.26129, best error:       870.74823 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.9744567871s, input_fired_time: 1.1044106483, output_fired_time: 0.9787147641, propagate_forward_time: 36.7954940796, propagate_backward_time: 57.1722030640, weight_update_time: 0.1257651299, other_time: 2.9236373901
epoch time: 8.0120964050s, input_fired_time: 0.1359485686, output_fired_time: 0.0000000000, propagate_forward_time: 7.3385643959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375833511
validation[          , genome  6994] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       934.99756, best error:       870.74823 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.1573410034s, input_fired_time: 1.1004089117, output_fired_time: 0.9729674459, propagate_forward_time: 36.5996246338, propagate_backward_time: 56.5599250793, weight_update_time: 0.1253313571, other_time: 2.9244117737
epoch time: 7.8426823616s, input_fired_time: 0.1336474717, output_fired_time: 0.0000000000, propagate_forward_time: 7.1747937202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342411995
validation[          , genome  6994] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       917.27087, best error:       870.74823 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.9853057861s, input_fired_time: 1.1066914797, output_fired_time: 0.9744614959, propagate_forward_time: 36.8445243835, propagate_backward_time: 57.1317367554, weight_update_time: 0.1255807132, other_time: 2.9278907776
epoch time: 7.9726529121s, input_fired_time: 0.1345570832, output_fired_time: 0.0000000000, propagate_forward_time: 7.3012375832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368580818
validation[          , genome  6994] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       848.60364, best error:       848.60364 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 98.5129394531s, input_fired_time: 1.1034101248, output_fired_time: 0.9699183106, propagate_forward_time: 36.6260490417, propagate_backward_time: 56.8885040283, weight_update_time: 0.1259064972, other_time: 2.9250602722
epoch time: 7.9773945808s, input_fired_time: 0.1355623901, output_fired_time: 0.0000000000, propagate_forward_time: 7.2974743843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443577766
validation[          , genome  6994] predictions:    9690/  10000 (96.90%), best:    9737/10000 (97.37%), error:       992.16089, best error:       848.60364 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.0117645264s, input_fired_time: 1.1085734367, output_fired_time: 0.9759243727, propagate_forward_time: 36.8545722961, propagate_backward_time: 57.1444625854, weight_update_time: 0.1265922040, other_time: 2.9282341003
epoch time: 7.9930763245s, input_fired_time: 0.1365242451, output_fired_time: 0.0000000000, propagate_forward_time: 7.3181810379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383710861
validation[          , genome  6994] predictions:    9703/  10000 (97.03%), best:    9737/10000 (97.37%), error:       975.24261, best error:       848.60364 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.2241287231s, input_fired_time: 1.1084170341, output_fired_time: 0.9751958251, propagate_forward_time: 36.9057579041, propagate_backward_time: 57.2961502075, weight_update_time: 0.1262812763, other_time: 2.9386100769
epoch time: 7.9527196884s, input_fired_time: 0.1355536729, output_fired_time: 0.0000000000, propagate_forward_time: 7.2788262367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383396149
validation[          , genome  6994] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       845.98199, best error:       845.98199 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 98.4144210815s, input_fired_time: 1.1058266163, output_fired_time: 0.9742109179, propagate_forward_time: 36.5972213745, propagate_backward_time: 56.8128852844, weight_update_time: 0.1251331717, other_time: 2.9242744446
epoch time: 8.0377931595s, input_fired_time: 0.1369887441, output_fired_time: 0.0000000000, propagate_forward_time: 7.3586211205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421833992
validation[          , genome  6994] predictions:    9712/  10000 (97.12%), best:    9741/10000 (97.41%), error:       967.81390, best error:       845.98199 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.0537109375s, input_fired_time: 1.1074787378, output_fired_time: 0.9776929021, propagate_forward_time: 36.8630485535, propagate_backward_time: 57.1709785461, weight_update_time: 0.1267786175, other_time: 2.9345169067
epoch time: 8.0510807037s, input_fired_time: 0.1370517164, output_fired_time: 0.0000000000, propagate_forward_time: 7.3696689606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443601608
validation[          , genome  6994] predictions:    9727/  10000 (97.27%), best:    9741/10000 (97.41%), error:       904.71234, best error:       845.98199 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 99.1490554810s, input_fired_time: 1.1123026609, output_fired_time: 0.9727227092, propagate_forward_time: 36.9689636230, propagate_backward_time: 57.1673927307, weight_update_time: 0.1261180341, other_time: 2.9276695251
epoch time: 7.8889331818s, input_fired_time: 0.1351450831, output_fired_time: 0.0000000000, propagate_forward_time: 7.2165865898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372014046
validation[          , genome  6994] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       895.45361, best error:       845.98199 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 99.4831390381s, input_fired_time: 1.1138273478, output_fired_time: 0.9863007069, propagate_forward_time: 36.9617614746, propagate_backward_time: 57.4930038452, weight_update_time: 0.1269584298, other_time: 2.9282455444
epoch time: 8.0150661469s, input_fired_time: 0.1366097480, output_fired_time: 0.0000000000, propagate_forward_time: 7.3349351883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435214043
validation[          , genome  6994] predictions:    9694/  10000 (96.94%), best:    9741/10000 (97.41%), error:      1033.82422, best error:       845.98199 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 98.7611236572s, input_fired_time: 1.1090724468, output_fired_time: 0.9768364429, propagate_forward_time: 36.6494255066, propagate_backward_time: 57.0975036621, weight_update_time: 0.1257738322, other_time: 2.9282875061
epoch time: 7.9270725250s, input_fired_time: 0.1366670728, output_fired_time: 0.0000000000, propagate_forward_time: 7.2533531189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370521545
validation[          , genome  6994] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       946.34216, best error:       845.98199 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.5433731079s, input_fired_time: 1.1132937670, output_fired_time: 0.9730100036, propagate_forward_time: 36.8642349243, propagate_backward_time: 56.6767082214, weight_update_time: 0.1263423264, other_time: 2.9161262512
epoch time: 7.7436227798s, input_fired_time: 0.1346897185, output_fired_time: 0.0000000000, propagate_forward_time: 7.0772767067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316562653
validation[          , genome  6994] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       920.33826, best error:       845.98199 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.1891937256s, input_fired_time: 1.1151164770, output_fired_time: 0.9809229970, propagate_forward_time: 36.9841423035, propagate_backward_time: 57.1728553772, weight_update_time: 0.1264436692, other_time: 2.9361495972
epoch time: 8.1103305817s, input_fired_time: 0.1376878619, output_fired_time: 0.0000000000, propagate_forward_time: 7.4259099960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467329025
validation[          , genome  6994] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       841.15729, best error:       841.15729 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 101.7276000977s, input_fired_time: 1.1337716579, output_fired_time: 1.0180025101, propagate_forward_time: 37.8996124268, propagate_backward_time: 58.7311248779, weight_update_time: 0.1278782785, other_time: 2.9450836182
epoch time: 8.2469701767s, input_fired_time: 0.1396662295, output_fired_time: 0.0000000000, propagate_forward_time: 7.5615921021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457115173
validation[          , genome  6994] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       949.66022, best error:       841.15729 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 101.7526016235s, input_fired_time: 1.1263147593, output_fired_time: 1.0012166500, propagate_forward_time: 37.7958374023, propagate_backward_time: 58.8855667114, weight_update_time: 0.1290218234, other_time: 2.9436721802
epoch time: 8.5533695221s, input_fired_time: 0.1423304379, output_fired_time: 0.0000000000, propagate_forward_time: 7.8604040146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506353378
validation[          , genome  6994] predictions:    9730/  10000 (97.30%), best:    9738/10000 (97.38%), error:       880.31152, best error:       841.15729 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 101.3889389038s, input_fired_time: 1.1278585196, output_fired_time: 0.9949898720, propagate_forward_time: 37.9090461731, propagate_backward_time: 58.4200820923, weight_update_time: 0.1299120039, other_time: 2.9369621277
epoch time: 8.1420421600s, input_fired_time: 0.1372095048, output_fired_time: 0.0000000000, propagate_forward_time: 7.4613513947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434808731
validation[          , genome  6994] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:       932.72980, best error:       841.15729 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 101.3338775635s, input_fired_time: 1.1285730600, output_fired_time: 0.9925902486, propagate_forward_time: 37.9364700317, propagate_backward_time: 58.3188056946, weight_update_time: 0.1275043488, other_time: 2.9574394226
epoch time: 8.2626686096s, input_fired_time: 0.1408462077, output_fired_time: 0.0000000000, propagate_forward_time: 7.5828824043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389399529
validation[          , genome  6994] predictions:    9706/  10000 (97.06%), best:    9738/10000 (97.38%), error:       946.51501, best error:       841.15729 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 101.1276168823s, input_fired_time: 1.1278748512, output_fired_time: 0.9972088337, propagate_forward_time: 37.8191566467, propagate_backward_time: 58.2370338440, weight_update_time: 0.1276099235, other_time: 2.9463424683
epoch time: 8.3375930786s, input_fired_time: 0.1409031153, output_fired_time: 0.0000000000, propagate_forward_time: 7.6519002914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447893143
validation[          , genome  6994] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       826.92480, best error:       826.92480 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 101.5221710205s, input_fired_time: 1.1216032505, output_fired_time: 0.9901781082, propagate_forward_time: 37.6642417908, propagate_backward_time: 58.7929267883, weight_update_time: 0.1282336712, other_time: 2.9532165527
epoch time: 8.2281436920s, input_fired_time: 0.1401082575, output_fired_time: 0.0000000000, propagate_forward_time: 7.5537424088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342931747
validation[          , genome  6994] predictions:    9738/  10000 (97.38%), best:    9745/10000 (97.45%), error:       890.67413, best error:       826.92480 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 101.5234909058s, input_fired_time: 1.1268442869, output_fired_time: 0.9997472763, propagate_forward_time: 37.8215789795, propagate_backward_time: 58.6367187500, weight_update_time: 0.1273579001, other_time: 2.9385986328
epoch time: 8.1856594086s, input_fired_time: 0.1388457865, output_fired_time: 0.0000000000, propagate_forward_time: 7.5088772774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379366875
validation[          , genome  6994] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       898.04071, best error:       826.92480 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.8384017944s, input_fired_time: 1.1223543882, output_fired_time: 0.9901059866, propagate_forward_time: 37.3347892761, propagate_backward_time: 58.4601249695, weight_update_time: 0.1276672482, other_time: 2.9310302734
epoch time: 8.2154369354s, input_fired_time: 0.1383884251, output_fired_time: 0.0000000000, propagate_forward_time: 7.5361065865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409417152
validation[          , genome  6994] predictions:    9703/  10000 (97.03%), best:    9745/10000 (97.45%), error:       965.98547, best error:       826.92480 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 101.1742248535s, input_fired_time: 1.1260784864, output_fired_time: 0.9890500307, propagate_forward_time: 37.8323478699, propagate_backward_time: 58.2804756165, weight_update_time: 0.1290853471, other_time: 2.9462738037
epoch time: 8.2373771667s, input_fired_time: 0.1383837909, output_fired_time: 0.0000000000, propagate_forward_time: 7.5537457466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452475548
validation[          , genome  6994] predictions:    9737/  10000 (97.37%), best:    9745/10000 (97.45%), error:       845.49060, best error:       826.92480 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 101.2292327881s, input_fired_time: 1.1237059832, output_fired_time: 0.9954997897, propagate_forward_time: 37.6593093872, propagate_backward_time: 58.5250740051, weight_update_time: 0.1276569664, other_time: 2.9256477356
epoch time: 8.3194894791s, input_fired_time: 0.1413680762, output_fired_time: 0.0000000000, propagate_forward_time: 7.6340093613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441122055
validation[          , genome  6994] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       907.69659, best error:       826.92480 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.0785217285s, input_fired_time: 1.1425995827, output_fired_time: 0.9979082942, propagate_forward_time: 38.0559158325, propagate_backward_time: 58.9372787476, weight_update_time: 0.1286561787, other_time: 2.9448165894
epoch time: 8.3263254166s, input_fired_time: 0.1404667050, output_fired_time: 0.0000000000, propagate_forward_time: 7.6368184090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490403175
validation[          , genome  6994] predictions:    9682/  10000 (96.82%), best:    9745/10000 (97.45%), error:      1022.80756, best error:       826.92480 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 101.6928634644s, input_fired_time: 1.1309573650, output_fired_time: 1.0023990870, propagate_forward_time: 37.9237823486, propagate_backward_time: 58.6952743530, weight_update_time: 0.1287790239, other_time: 2.9404525757
epoch time: 8.2159900665s, input_fired_time: 0.1423591226, output_fired_time: 0.0000000000, propagate_forward_time: 7.5324764252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411548615
validation[          , genome  6994] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       882.40900, best error:       826.92480 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 100.8820724487s, input_fired_time: 1.1276435852, output_fired_time: 0.9988048673, propagate_forward_time: 37.5358695984, propagate_backward_time: 58.2893066406, weight_update_time: 0.1271330714, other_time: 2.9304466248
epoch time: 8.1651124954s, input_fired_time: 0.1393077075, output_fired_time: 0.0000000000, propagate_forward_time: 7.4843797684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414247513
validation[          , genome  6994] predictions:    9743/  10000 (97.43%), best:    9745/10000 (97.45%), error:       868.25568, best error:       826.92480 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 101.5345001221s, input_fired_time: 1.1481289864, output_fired_time: 1.0067216158, propagate_forward_time: 37.8051185608, propagate_backward_time: 58.6303443909, weight_update_time: 0.1271095127, other_time: 2.9441833496
epoch time: 8.0443716049s, input_fired_time: 0.1391258985, output_fired_time: 0.0000000000, propagate_forward_time: 7.3722572327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329885483
validation[          , genome  6994] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       911.36896, best error:       826.92480 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 100.1613311768s, input_fired_time: 1.1246001720, output_fired_time: 0.9909845591, propagate_forward_time: 37.4075851440, propagate_backward_time: 57.7173500061, weight_update_time: 0.1267930120, other_time: 2.9208106995
epoch time: 8.0447320938s, input_fired_time: 0.1383274645, output_fired_time: 0.0000000000, propagate_forward_time: 7.3629961014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434083939
validation[          , genome  6994] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       834.47876, best error:       826.92480 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 101.1296157837s, input_fired_time: 1.1264860630, output_fired_time: 0.9964432120, propagate_forward_time: 37.6615562439, propagate_backward_time: 58.4145126343, weight_update_time: 0.1273338050, other_time: 2.9306144714
epoch time: 8.1205606461s, input_fired_time: 0.1410485655, output_fired_time: 0.0000000000, propagate_forward_time: 7.4402894974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392227173
validation[          , genome  6994] predictions:    9674/  10000 (96.74%), best:    9745/10000 (97.45%), error:      1014.86926, best error:       826.92480 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.5002822876s, input_fired_time: 1.1257321835, output_fired_time: 0.9991576076, propagate_forward_time: 37.8661651611, propagate_backward_time: 58.5654716492, weight_update_time: 0.1279422194, other_time: 2.9437522888
epoch time: 8.3560800552s, input_fired_time: 0.1401353180, output_fired_time: 0.0000000000, propagate_forward_time: 7.6573481560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585961342
validation[          , genome  6994] predictions:    9706/  10000 (97.06%), best:    9745/10000 (97.45%), error:       972.34564, best error:       826.92480 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 100.2035522461s, input_fired_time: 1.1128135920, output_fired_time: 0.9913192987, propagate_forward_time: 37.3689346313, propagate_backward_time: 57.8166885376, weight_update_time: 0.1264514178, other_time: 2.9137954712
epoch time: 8.2316541672s, input_fired_time: 0.1382148266, output_fired_time: 0.0000000000, propagate_forward_time: 7.5458793640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475597382
validation[          , genome  6994] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       912.02930, best error:       826.92480 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 101.7522354126s, input_fired_time: 1.1360208988, output_fired_time: 1.0100413561, propagate_forward_time: 37.9306030273, propagate_backward_time: 58.7376785278, weight_update_time: 0.1277506948, other_time: 2.9378890991
epoch time: 8.1187877655s, input_fired_time: 0.1387863606, output_fired_time: 0.0000000000, propagate_forward_time: 7.4454154968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345859528
validation[          , genome  6994] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       841.10413, best error:       826.92480 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 100.4504547119s, input_fired_time: 1.1280769110, output_fired_time: 1.0000680685, propagate_forward_time: 37.4599990845, propagate_backward_time: 57.9447937012, weight_update_time: 0.1265676767, other_time: 2.9175186157
epoch time: 8.0007877350s, input_fired_time: 0.1378855258, output_fired_time: 0.0000000000, propagate_forward_time: 7.3254079819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374941826
validation[          , genome  6994] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       912.06305, best error:       826.92480 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.9722671509s, input_fired_time: 1.1303082705, output_fired_time: 0.9963687658, propagate_forward_time: 37.6930427551, propagate_backward_time: 58.2261085510, weight_update_time: 0.1269051731, other_time: 2.9264373779
epoch time: 8.0740203857s, input_fired_time: 0.1392361224, output_fired_time: 0.0000000000, propagate_forward_time: 7.3996658325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351185799
validation[          , genome  6994] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       845.71741, best error:       826.92480 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 100.5249176025s, input_fired_time: 1.1302604675, output_fired_time: 0.9874801040, propagate_forward_time: 37.6703262329, propagate_backward_time: 57.7843551636, weight_update_time: 0.1274992973, other_time: 2.9524917603
epoch time: 7.9954462051s, input_fired_time: 0.1419550478, output_fired_time: 0.0000000000, propagate_forward_time: 7.3180150986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354762077
validation[          , genome  6994] predictions:    9696/  10000 (96.96%), best:    9745/10000 (97.45%), error:       944.71906, best error:       826.92480 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 101.3017883301s, input_fired_time: 1.1411904097, output_fired_time: 0.9994085431, propagate_forward_time: 37.8532142639, propagate_backward_time: 58.3690605164, weight_update_time: 0.1277327538, other_time: 2.9389190674
epoch time: 8.3407096863s, input_fired_time: 0.1421255916, output_fired_time: 0.0000000000, propagate_forward_time: 7.6556491852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429353714
validation[          , genome  6994] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       899.11713, best error:       826.92480 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 101.6358718872s, input_fired_time: 1.1410763264, output_fired_time: 1.0038261414, propagate_forward_time: 37.8864746094, propagate_backward_time: 58.6533584595, weight_update_time: 0.1282075644, other_time: 2.9511337280
epoch time: 8.1897859573s, input_fired_time: 0.1424856484, output_fired_time: 0.0000000000, propagate_forward_time: 7.5042366982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430636406
validation[          , genome  6994] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       854.24402, best error:       826.92480 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 100.9910430908s, input_fired_time: 1.1327904463, output_fired_time: 0.9929273725, propagate_forward_time: 37.5484733582, propagate_backward_time: 58.3879203796, weight_update_time: 0.1267770976, other_time: 2.9289321899
epoch time: 8.2513284683s, input_fired_time: 0.1404897720, output_fired_time: 0.0000000000, propagate_forward_time: 7.5721783638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386605263
validation[          , genome  6994] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       814.30762, best error:       814.30762 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 101.1641082764s, input_fired_time: 1.1364430189, output_fired_time: 0.9921520948, propagate_forward_time: 37.6819038391, propagate_backward_time: 58.4017868042, weight_update_time: 0.1278966665, other_time: 2.9518241882
epoch time: 7.9427218437s, input_fired_time: 0.1381892115, output_fired_time: 0.0000000000, propagate_forward_time: 7.2773065567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272259712
validation[          , genome  6994] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       871.84015, best error:       814.30762 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 101.2223968506s, input_fired_time: 1.1381223202, output_fired_time: 0.9986911416, propagate_forward_time: 37.6235656738, propagate_backward_time: 58.5296249390, weight_update_time: 0.1274475604, other_time: 2.9323959351
epoch time: 8.2224512100s, input_fired_time: 0.1429475546, output_fired_time: 0.0000000000, propagate_forward_time: 7.5343194008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451846123
validation[          , genome  6994] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       843.63745, best error:       814.30762 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.5576782227s, input_fired_time: 1.1414321661, output_fired_time: 0.9909446239, propagate_forward_time: 37.9343032837, propagate_backward_time: 58.5494384766, weight_update_time: 0.1283442527, other_time: 2.9415588379
epoch time: 8.0912208557s, input_fired_time: 0.1399213076, output_fired_time: 0.0000000000, propagate_forward_time: 7.4216685295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296311378
validation[          , genome  6994] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       865.53027, best error:       814.30762 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 100.2553100586s, input_fired_time: 1.1294630766, output_fired_time: 0.9844484925, propagate_forward_time: 37.2564430237, propagate_backward_time: 57.9547386169, weight_update_time: 0.1277860105, other_time: 2.9302139282
epoch time: 8.0703697205s, input_fired_time: 0.1397543699, output_fired_time: 0.0000000000, propagate_forward_time: 7.3932242393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373911858
validation[          , genome  6994] predictions:    9735/  10000 (97.35%), best:    9762/10000 (97.62%), error:       850.90106, best error:       814.30762 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 99.8699798584s, input_fired_time: 1.1353743076, output_fired_time: 0.9871649146, propagate_forward_time: 37.2247886658, propagate_backward_time: 57.6059265137, weight_update_time: 0.1259694099, other_time: 2.9167213440
epoch time: 8.2704095840s, input_fired_time: 0.1432144046, output_fired_time: 0.0000000000, propagate_forward_time: 7.5870313644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401639938
validation[          , genome  6994] predictions:    9710/  10000 (97.10%), best:    9762/10000 (97.62%), error:       958.61676, best error:       814.30762 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 100.6484680176s, input_fired_time: 1.1390798092, output_fired_time: 0.9954560995, propagate_forward_time: 37.5614814758, propagate_backward_time: 58.0272750854, weight_update_time: 0.1268570274, other_time: 2.9251823425
epoch time: 8.1734933853s, input_fired_time: 0.1418961287, output_fired_time: 0.0000000000, propagate_forward_time: 7.4915499687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400471687
validation[          , genome  6994] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       896.15479, best error:       814.30762 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 100.8337478638s, input_fired_time: 1.1423100233, output_fired_time: 0.9982357025, propagate_forward_time: 37.6120109558, propagate_backward_time: 58.1632041931, weight_update_time: 0.1262701005, other_time: 2.9179840088
epoch time: 7.9667100906s, input_fired_time: 0.1388837397, output_fired_time: 0.0000000000, propagate_forward_time: 7.2935051918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343213081
validation[          , genome  6994] predictions:    9721/  10000 (97.21%), best:    9762/10000 (97.62%), error:       915.03015, best error:       814.30762 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 101.1590576172s, input_fired_time: 1.1393228769, output_fired_time: 0.9976042509, propagate_forward_time: 37.8921051025, propagate_backward_time: 58.2006378174, weight_update_time: 0.1266854852, other_time: 2.9293899536
epoch time: 8.1499137878s, input_fired_time: 0.1408467442, output_fired_time: 0.0000000000, propagate_forward_time: 7.4678640366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412025452
validation[          , genome  6994] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       836.57825, best error:       814.30762 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 101.5330505371s, input_fired_time: 1.1416712999, output_fired_time: 1.0023564100, propagate_forward_time: 37.7713737488, propagate_backward_time: 58.6747436523, weight_update_time: 0.1275130063, other_time: 2.9429054260
epoch time: 8.2910270691s, input_fired_time: 0.1437398940, output_fired_time: 0.0000000000, propagate_forward_time: 7.6075682640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397191048
validation[          , genome  6994] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       853.80829, best error:       814.30762 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.2161636353s, input_fired_time: 1.1380689144, output_fired_time: 0.9959131479, propagate_forward_time: 37.5943870544, propagate_backward_time: 58.5549697876, weight_update_time: 0.1274874061, other_time: 2.9328269958
epoch time: 8.3204088211s, input_fired_time: 0.1430259049, output_fired_time: 0.0000000000, propagate_forward_time: 7.6323909760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449914932
validation[          , genome  6994] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       878.68750, best error:       814.30762 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 100.4774627686s, input_fired_time: 1.1379131079, output_fired_time: 0.9901636243, propagate_forward_time: 37.3144226074, propagate_backward_time: 58.0995063782, weight_update_time: 0.1272646785, other_time: 2.9354515076
epoch time: 8.1967306137s, input_fired_time: 0.1416016668, output_fired_time: 0.0000000000, propagate_forward_time: 7.5103707314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447583199
validation[          , genome  6994] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       879.88171, best error:       814.30762 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 101.7514114380s, input_fired_time: 1.1470783949, output_fired_time: 1.0079207420, propagate_forward_time: 37.9618377686, propagate_backward_time: 58.6830406189, weight_update_time: 0.1287878156, other_time: 2.9515342712
epoch time: 8.6496467590s, input_fired_time: 0.1483087838, output_fired_time: 0.0000000000, propagate_forward_time: 7.9426932335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586447716
validation[          , genome  6994] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       906.11102, best error:       814.30762 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 100.5790710449s, input_fired_time: 1.1394592524, output_fired_time: 0.9898351431, propagate_forward_time: 37.5289802551, propagate_backward_time: 57.9931678772, weight_update_time: 0.1276354194, other_time: 2.9276275635
epoch time: 8.2578372955s, input_fired_time: 0.1428717971, output_fired_time: 0.0000000000, propagate_forward_time: 7.5675635338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474019051
validation[          , genome  6994] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       864.44696, best error:       814.30762 on epoch:    87, 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: 41.0588722229s, input_fired_time: 0.7100879550, output_fired_time: 0.0000000000, propagate_forward_time: 37.5799102783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7688751221
best training[          , genome  6994] predictions:   49497/  50000 (98.99%), best:    9762/10000 (97.62%), error:      1850.06055, best error:       814.30762 on epoch:    87, 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: 8.1011085510s, input_fired_time: 0.1387263685, output_fired_time: 0.0000000000, propagate_forward_time: 7.4287323952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336499214
   testing[          , genome  6994] predictions:    9792/  10000 (97.92%), best:    9762/10000 (97.62%), error:       707.61871, best error:       814.30762 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:35:20 (5028): called boinc_finish(0)

</stderr_txt>
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