Nameexact_genome_1512568488_43_4618_2
Workunit2594364
Created7 Dec 2017, 19:19:41 UTC
Sent7 Dec 2017, 19:24:50 UTC
Report deadline14 Dec 2017, 1:00:44 UTC
Received8 Dec 2017, 6:07:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time3 hours 34 min 56 sec
CPU time3 hours 25 min 28 sec
Validate stateValid
Credit1,558.32
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.41 MB
Peak swap size157.22 MB
Peak disk usage1.78 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
4385452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595750809
validation[          , genome  4618] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1107.51782, best error:      1107.51782 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 114.3973388672s, input_fired_time: 1.0133202076, output_fired_time: 0.9836997390, propagate_forward_time: 43.4911804199, propagate_backward_time: 65.9693679810, weight_update_time: 0.1525685936, other_time: 2.9397735596
epoch time: 9.4408416748s, input_fired_time: 0.1251271963, output_fired_time: 0.0000000000, propagate_forward_time: 8.7799110413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358037949
validation[          , genome  4618] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1085.25220, best error:      1085.25220 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.8478851318s, input_fired_time: 1.0295773745, output_fired_time: 0.9917012453, propagate_forward_time: 43.6760559082, propagate_backward_time: 66.2206802368, weight_update_time: 0.1519183666, other_time: 2.9298706055
epoch time: 9.4633874893s, input_fired_time: 0.1273390055, output_fired_time: 0.0000000000, propagate_forward_time: 8.7991456985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369024277
validation[          , genome  4618] predictions:    9673/  10000 (96.73%), best:    9670/10000 (96.70%), error:      1159.17834, best error:      1085.25220 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.8266372681s, input_fired_time: 1.0123369694, output_fired_time: 0.9684177637, propagate_forward_time: 43.7507591248, propagate_backward_time: 66.1696548462, weight_update_time: 0.1520120949, other_time: 2.9254684448
epoch time: 9.2250881195s, input_fired_time: 0.1270302981, output_fired_time: 0.0000000000, propagate_forward_time: 8.5792074203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188503265
validation[          , genome  4618] predictions:    9619/  10000 (96.19%), best:    9670/10000 (96.70%), error:      1204.59814, best error:      1085.25220 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.5388946533s, input_fired_time: 1.0035309792, output_fired_time: 0.9661440849, propagate_forward_time: 43.1586303711, propagate_backward_time: 65.5132446289, weight_update_time: 0.1507321000, other_time: 2.8973464966
epoch time: 9.4896821976s, input_fired_time: 0.1266580820, output_fired_time: 0.0000000000, propagate_forward_time: 8.8332176208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298061371
validation[          , genome  4618] predictions:    9649/  10000 (96.49%), best:    9670/10000 (96.70%), error:      1115.74866, best error:      1085.25220 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 114.9054260254s, input_fired_time: 1.0290952921, output_fired_time: 0.9725698233, propagate_forward_time: 43.7490043640, propagate_backward_time: 66.1879119873, weight_update_time: 0.1528527886, other_time: 2.9668426514
epoch time: 9.4232406616s, input_fired_time: 0.1262520701, output_fired_time: 0.0000000000, propagate_forward_time: 8.7639322281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330562592
validation[          , genome  4618] predictions:    9637/  10000 (96.37%), best:    9670/10000 (96.70%), error:      1187.63562, best error:      1085.25220 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 115.2531280518s, input_fired_time: 1.0379709005, output_fired_time: 0.9720764160, propagate_forward_time: 43.8710060120, propagate_backward_time: 66.4009399414, weight_update_time: 0.1731883138, other_time: 2.9711303711
epoch time: 9.8100690842s, input_fired_time: 0.1287885159, output_fired_time: 0.0000000000, propagate_forward_time: 9.1303319931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509481430
validation[          , genome  4618] predictions:    9626/  10000 (96.26%), best:    9670/10000 (96.70%), error:      1176.05676, best error:      1085.25220 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 114.4568252563s, input_fired_time: 1.0357435942, output_fired_time: 0.9759055376, propagate_forward_time: 43.5487594604, propagate_backward_time: 65.9674682617, weight_update_time: 0.1514954418, other_time: 2.9289474487
epoch time: 9.5023632050s, input_fired_time: 0.1267881244, output_fired_time: 0.0000000000, propagate_forward_time: 8.8474149704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281600952
validation[          , genome  4618] predictions:    9686/  10000 (96.86%), best:    9670/10000 (96.70%), error:      1088.22815, best error:      1085.25220 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 114.3911437988s, input_fired_time: 1.0204765797, output_fired_time: 0.9703226089, propagate_forward_time: 43.5095520020, propagate_backward_time: 65.9756698608, weight_update_time: 0.1514309496, other_time: 2.9151229858
epoch time: 9.5209131241s, input_fired_time: 0.1286000758, output_fired_time: 0.0000000000, propagate_forward_time: 8.8521337509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401792526
validation[          , genome  4618] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1063.51892, best error:      1063.51892 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.1191787720s, input_fired_time: 1.0232526064, output_fired_time: 0.9771782160, propagate_forward_time: 43.8500099182, propagate_backward_time: 66.3132858276, weight_update_time: 0.1655049622, other_time: 2.9554519653
epoch time: 9.3183078766s, input_fired_time: 0.1270313114, output_fired_time: 0.0000000000, propagate_forward_time: 8.6590051651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322713852
validation[          , genome  4618] predictions:    9619/  10000 (96.19%), best:    9658/10000 (96.58%), error:      1196.96484, best error:      1063.51892 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.8984909058s, input_fired_time: 1.0235792398, output_fired_time: 0.9955570698, propagate_forward_time: 44.6333618164, propagate_backward_time: 67.1841888428, weight_update_time: 0.1543765664, other_time: 3.0617980957
epoch time: 9.3699598312s, input_fired_time: 0.1273702383, output_fired_time: 0.0000000000, propagate_forward_time: 8.7083959579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341939926
validation[          , genome  4618] predictions:    9583/  10000 (95.83%), best:    9658/10000 (96.58%), error:      1322.16980, best error:      1063.51892 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.8366394043s, input_fired_time: 1.0218095779, output_fired_time: 0.9598729014, propagate_forward_time: 43.2480354309, propagate_backward_time: 65.6794891357, weight_update_time: 0.1591402441, other_time: 2.9274291992
epoch time: 9.1825141907s, input_fired_time: 0.1258286387, output_fired_time: 0.0000000000, propagate_forward_time: 8.5333013535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233840942
validation[          , genome  4618] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       985.68848, best error:       985.68848 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 114.6790008545s, input_fired_time: 1.0217552185, output_fired_time: 0.9795302153, propagate_forward_time: 43.6843566895, propagate_backward_time: 66.0427169800, weight_update_time: 0.1523771286, other_time: 2.9506378174
epoch time: 9.4901561737s, input_fired_time: 0.1278054565, output_fired_time: 0.0000000000, propagate_forward_time: 8.8209705353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413799286
validation[          , genome  4618] predictions:    9691/  10000 (96.91%), best:    9696/10000 (96.96%), error:      1051.10815, best error:       985.68848 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 114.7130966187s, input_fired_time: 1.0251156092, output_fired_time: 0.9694863558, propagate_forward_time: 43.6120796204, propagate_backward_time: 66.1948852539, weight_update_time: 0.1531113088, other_time: 2.9115295410
epoch time: 9.2854394913s, input_fired_time: 0.1273768991, output_fired_time: 0.0000000000, propagate_forward_time: 8.6322975159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257654190
validation[          , genome  4618] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1059.98596, best error:       985.68848 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.8672256470s, input_fired_time: 1.0199786425, output_fired_time: 1.0020737648, propagate_forward_time: 43.7161674500, propagate_backward_time: 66.1911315918, weight_update_time: 0.1513730884, other_time: 2.9378662109
epoch time: 9.4423799515s, input_fired_time: 0.1299456060, output_fired_time: 0.0000000000, propagate_forward_time: 8.7728643417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395698547
validation[          , genome  4618] predictions:    9617/  10000 (96.17%), best:    9696/10000 (96.96%), error:      1185.07080, best error:       985.68848 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.7062988281s, input_fired_time: 1.0138483047, output_fired_time: 0.9712092280, propagate_forward_time: 43.0499649048, propagate_backward_time: 65.7589035034, weight_update_time: 0.1540012658, other_time: 2.9123764038
epoch time: 9.4228830338s, input_fired_time: 0.1299671233, output_fired_time: 0.0000000000, propagate_forward_time: 8.7536602020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392560959
validation[          , genome  4618] predictions:    9623/  10000 (96.23%), best:    9696/10000 (96.96%), error:      1212.08899, best error:       985.68848 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 115.3570022583s, input_fired_time: 1.0686720610, output_fired_time: 0.9898517132, propagate_forward_time: 44.0582008362, propagate_backward_time: 66.2595291138, weight_update_time: 0.1514253318, other_time: 2.9807510376
epoch time: 9.4368391037s, input_fired_time: 0.1300899982, output_fired_time: 0.0000000000, propagate_forward_time: 8.7689228058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378265381
validation[          , genome  4618] predictions:    9654/  10000 (96.54%), best:    9696/10000 (96.96%), error:      1104.49109, best error:       985.68848 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.0239562988s, input_fired_time: 1.0311595201, output_fired_time: 0.9685989618, propagate_forward_time: 43.8878059387, propagate_backward_time: 66.1585998535, weight_update_time: 0.1522118151, other_time: 2.9777984619
epoch time: 9.4804582596s, input_fired_time: 0.1341844797, output_fired_time: 0.0000000000, propagate_forward_time: 8.8171234131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291500092
validation[          , genome  4618] predictions:    9629/  10000 (96.29%), best:    9696/10000 (96.96%), error:      1160.17590, best error:       985.68848 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.2196426392s, input_fired_time: 1.0267786980, output_fired_time: 0.9619410038, propagate_forward_time: 44.0294990540, propagate_backward_time: 66.2038040161, weight_update_time: 0.1532845050, other_time: 2.9976119995
epoch time: 9.3892660141s, input_fired_time: 0.1312727630, output_fired_time: 0.0000000000, propagate_forward_time: 8.7314815521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265121460
validation[          , genome  4618] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1096.82605, best error:       985.68848 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.2216415405s, input_fired_time: 1.0326468945, output_fired_time: 0.9691370726, propagate_forward_time: 43.7691841125, propagate_backward_time: 66.4566574097, weight_update_time: 0.1527494043, other_time: 2.9940109253
epoch time: 9.4145069122s, input_fired_time: 0.1278448850, output_fired_time: 0.0000000000, propagate_forward_time: 8.7525014877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341606140
validation[          , genome  4618] predictions:    9702/  10000 (97.02%), best:    9696/10000 (96.96%), error:      1007.13763, best error:       985.68848 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.2753372192s, input_fired_time: 1.0361915827, output_fired_time: 0.9681524038, propagate_forward_time: 43.3681640625, propagate_backward_time: 65.9683914185, weight_update_time: 0.1527064741, other_time: 2.9344329834
epoch time: 9.6468458176s, input_fired_time: 0.1311416626, output_fired_time: 0.0000000000, propagate_forward_time: 8.9689378738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467662811
validation[          , genome  4618] predictions:    9651/  10000 (96.51%), best:    9696/10000 (96.96%), error:      1155.97009, best error:       985.68848 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.2860641479s, input_fired_time: 1.0363366604, output_fired_time: 0.9882693887, propagate_forward_time: 44.0989036560, propagate_backward_time: 67.1989440918, weight_update_time: 0.1562781334, other_time: 2.9636077881
epoch time: 9.3553419113s, input_fired_time: 0.1289472133, output_fired_time: 0.0000000000, propagate_forward_time: 8.6961269379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302677155
validation[          , genome  4618] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1055.88098, best error:       985.68848 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.1212615967s, input_fired_time: 1.0608270168, output_fired_time: 0.9774200916, propagate_forward_time: 43.8495864868, propagate_backward_time: 66.2846908569, weight_update_time: 0.1551188678, other_time: 2.9487380981
epoch time: 9.4748239517s, input_fired_time: 0.1381960213, output_fired_time: 0.0000000000, propagate_forward_time: 8.7961292267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404987335
validation[          , genome  4618] predictions:    9627/  10000 (96.27%), best:    9696/10000 (96.96%), error:      1226.62036, best error:       985.68848 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.0140609741s, input_fired_time: 1.0469136238, output_fired_time: 0.9768842459, propagate_forward_time: 43.7530326843, propagate_backward_time: 66.2746276855, weight_update_time: 0.1530094743, other_time: 2.9626007080
epoch time: 9.3409004211s, input_fired_time: 0.1282811165, output_fired_time: 0.0000000000, propagate_forward_time: 8.6930990219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195207596
validation[          , genome  4618] predictions:    9692/  10000 (96.92%), best:    9696/10000 (96.96%), error:      1007.44470, best error:       985.68848 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.2669219971s, input_fired_time: 1.0405893326, output_fired_time: 1.0031404495, propagate_forward_time: 43.6995773315, propagate_backward_time: 66.5738906860, weight_update_time: 0.1518293470, other_time: 2.9497222900
epoch time: 9.4252738953s, input_fired_time: 0.1298340410, output_fired_time: 0.0000000000, propagate_forward_time: 8.7654113770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300283432
validation[          , genome  4618] predictions:    9700/  10000 (97.00%), best:    9696/10000 (96.96%), error:       993.70105, best error:       985.68848 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.6702804565s, input_fired_time: 1.0288171768, output_fired_time: 0.9648973346, propagate_forward_time: 43.5659942627, propagate_backward_time: 66.1809463501, weight_update_time: 0.1527283937, other_time: 2.9296264648
epoch time: 9.6839599609s, input_fired_time: 0.1353553981, output_fired_time: 0.0000000000, propagate_forward_time: 8.9942302704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543746948
validation[          , genome  4618] predictions:    9663/  10000 (96.63%), best:    9696/10000 (96.96%), error:      1126.08667, best error:       985.68848 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.8682250977s, input_fired_time: 1.0644114017, output_fired_time: 0.9672421217, propagate_forward_time: 44.1353263855, propagate_backward_time: 66.7304611206, weight_update_time: 0.1516557336, other_time: 2.9707870483
epoch time: 9.1995792389s, input_fired_time: 0.1287281215, output_fired_time: 0.0000000000, propagate_forward_time: 8.5284824371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423688889
validation[          , genome  4618] predictions:    9663/  10000 (96.63%), best:    9696/10000 (96.96%), error:      1045.69263, best error:       985.68848 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.1893997192s, input_fired_time: 1.0451339483, output_fired_time: 0.9787747264, propagate_forward_time: 43.8791198730, propagate_backward_time: 66.3311843872, weight_update_time: 0.1528303027, other_time: 2.9551849365
epoch time: 9.4888648987s, input_fired_time: 0.1315281987, output_fired_time: 0.0000000000, propagate_forward_time: 8.8298425674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274944305
validation[          , genome  4618] predictions:    9692/  10000 (96.92%), best:    9696/10000 (96.96%), error:      1021.95892, best error:       985.68848 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 114.0581970215s, input_fired_time: 1.0481299162, output_fired_time: 0.9876397252, propagate_forward_time: 43.4681053162, propagate_backward_time: 65.5817031860, weight_update_time: 0.1784132421, other_time: 2.9726181030
epoch time: 9.2504253387s, input_fired_time: 0.1281673908, output_fired_time: 0.0000000000, propagate_forward_time: 8.5973892212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248689651
validation[          , genome  4618] predictions:    9655/  10000 (96.55%), best:    9696/10000 (96.96%), error:      1088.52246, best error:       985.68848 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 113.8497467041s, input_fired_time: 1.0361003876, output_fired_time: 0.9783765078, propagate_forward_time: 43.5108451843, propagate_backward_time: 65.3927993774, weight_update_time: 0.1699135900, other_time: 2.9316177368
epoch time: 9.3770399094s, input_fired_time: 0.1280988157, output_fired_time: 0.0000000000, propagate_forward_time: 8.7190313339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299100876
validation[          , genome  4618] predictions:    9701/  10000 (97.01%), best:    9696/10000 (96.96%), error:      1002.07373, best error:       985.68848 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.8153152466s, input_fired_time: 1.0378408432, output_fired_time: 0.9859739542, propagate_forward_time: 43.7450065613, propagate_backward_time: 66.0480117798, weight_update_time: 0.1538548023, other_time: 2.9984817505
epoch time: 9.4811725616s, input_fired_time: 0.1381253302, output_fired_time: 0.0000000000, propagate_forward_time: 8.8046207428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384263992
validation[          , genome  4618] predictions:    9694/  10000 (96.94%), best:    9696/10000 (96.96%), error:       995.33069, best error:       985.68848 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.9652938843s, input_fired_time: 1.0643141270, output_fired_time: 0.9736379981, propagate_forward_time: 43.7339706421, propagate_backward_time: 66.2310333252, weight_update_time: 0.1579472721, other_time: 2.9623336792
epoch time: 9.2813053131s, input_fired_time: 0.1280031204, output_fired_time: 0.0000000000, propagate_forward_time: 8.6213169098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319852829
validation[          , genome  4618] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1008.50488, best error:       985.68848 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 113.8535690308s, input_fired_time: 1.0367468596, output_fired_time: 0.9541008472, propagate_forward_time: 43.3037452698, propagate_backward_time: 65.6307754517, weight_update_time: 0.1516608745, other_time: 2.9281997681
epoch time: 9.4494781494s, input_fired_time: 0.1325675696, output_fired_time: 0.0000000000, propagate_forward_time: 8.7828216553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340890884
validation[          , genome  4618] predictions:    9686/  10000 (96.86%), best:    9696/10000 (96.96%), error:      1028.39709, best error:       985.68848 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.2935867310s, input_fired_time: 1.0254827738, output_fired_time: 0.9708328843, propagate_forward_time: 43.1343231201, propagate_backward_time: 65.2322235107, weight_update_time: 0.1514791399, other_time: 2.9307250977
epoch time: 9.5343141556s, input_fired_time: 0.1292856187, output_fired_time: 0.0000000000, propagate_forward_time: 8.8746681213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303602219
validation[          , genome  4618] predictions:    9660/  10000 (96.60%), best:    9696/10000 (96.96%), error:      1051.28979, best error:       985.68848 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.4523162842s, input_fired_time: 1.0997831821, output_fired_time: 0.9854534268, propagate_forward_time: 43.8316230774, propagate_backward_time: 66.4920959473, weight_update_time: 0.1669115126, other_time: 3.0433654785
epoch time: 9.4198961258s, input_fired_time: 0.1300951093, output_fired_time: 0.0000000000, propagate_forward_time: 8.7480211258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5417795181
validation[          , genome  4618] predictions:    9658/  10000 (96.58%), best:    9696/10000 (96.96%), error:      1126.58179, best error:       985.68848 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 115.0023422241s, input_fired_time: 1.0360758305, output_fired_time: 0.9777776003, propagate_forward_time: 43.6994972229, propagate_backward_time: 66.3549423218, weight_update_time: 0.1543919295, other_time: 2.9340438843
epoch time: 9.5890150070s, input_fired_time: 0.1305830628, output_fired_time: 0.0000000000, propagate_forward_time: 8.9208211899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376110077
validation[          , genome  4618] predictions:    9689/  10000 (96.89%), best:    9696/10000 (96.96%), error:       997.95892, best error:       985.68848 on epoch:    25, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.3052139282s, input_fired_time: 1.0796242952, output_fired_time: 0.9799058437, propagate_forward_time: 44.2951354980, propagate_backward_time: 66.9248962402, weight_update_time: 0.1529726088, other_time: 3.0256500244
epoch time: 9.4398689270s, input_fired_time: 0.1310669333, output_fired_time: 0.0000000000, propagate_forward_time: 8.7751941681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336074829
validation[          , genome  4618] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       982.46051, best error:       982.46051 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 115.5987854004s, input_fired_time: 1.0308383703, output_fired_time: 0.9793123603, propagate_forward_time: 44.0021934509, propagate_backward_time: 66.5941696167, weight_update_time: 0.1750797778, other_time: 2.9922714233
epoch time: 9.2731523514s, input_fired_time: 0.1317473650, output_fired_time: 0.0000000000, propagate_forward_time: 8.6201705933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212345123
validation[          , genome  4618] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       929.18744, best error:       929.18744 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 114.9208068848s, input_fired_time: 1.0328688622, output_fired_time: 0.9675257206, propagate_forward_time: 43.6477394104, propagate_backward_time: 66.2946624756, weight_update_time: 0.1516829580, other_time: 2.9780120850
epoch time: 9.3408164978s, input_fired_time: 0.1304484159, output_fired_time: 0.0000000000, propagate_forward_time: 8.6774988174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328693390
validation[          , genome  4618] predictions:    9644/  10000 (96.44%), best:    9720/10000 (97.20%), error:      1118.48254, best error:       929.18744 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.8083877563s, input_fired_time: 1.0276045799, output_fired_time: 0.9718384743, propagate_forward_time: 43.7661933899, propagate_backward_time: 66.0980911255, weight_update_time: 0.1532869935, other_time: 2.9446640015
epoch time: 9.4127559662s, input_fired_time: 0.1391559690, output_fired_time: 0.0000000000, propagate_forward_time: 8.7443017960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292978287
validation[          , genome  4618] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:      1023.57202, best error:       929.18744 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.7770538330s, input_fired_time: 1.0446274281, output_fired_time: 0.9874906540, propagate_forward_time: 43.6395530701, propagate_backward_time: 66.1763305664, weight_update_time: 0.1561471373, other_time: 2.9290618896
epoch time: 9.0448398590s, input_fired_time: 0.1284725964, output_fired_time: 0.0000000000, propagate_forward_time: 8.4045591354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118083954
validation[          , genome  4618] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1007.65857, best error:       929.18744 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 114.2233505249s, input_fired_time: 1.0332406759, output_fired_time: 0.9756347537, propagate_forward_time: 43.5604362488, propagate_backward_time: 65.7389221191, weight_update_time: 0.1568797082, other_time: 2.9151153564
epoch time: 9.4109487534s, input_fired_time: 0.1310397536, output_fired_time: 0.0000000000, propagate_forward_time: 8.7495193481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303897858
validation[          , genome  4618] predictions:    9703/  10000 (97.03%), best:    9720/10000 (97.20%), error:       986.13281, best error:       929.18744 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.1834487915s, input_fired_time: 1.0364885330, output_fired_time: 0.9742048383, propagate_forward_time: 43.7208213806, propagate_backward_time: 66.5072860718, weight_update_time: 0.1543724239, other_time: 2.9446487427
epoch time: 9.5955238342s, input_fired_time: 0.1486454159, output_fired_time: 0.0000000000, propagate_forward_time: 8.8859176636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609607697
validation[          , genome  4618] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:      1000.55005, best error:       929.18744 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.8401489258s, input_fired_time: 1.0446012020, output_fired_time: 0.9697474837, propagate_forward_time: 43.5768051147, propagate_backward_time: 66.2563705444, weight_update_time: 0.1510059536, other_time: 2.9926223755
epoch time: 10.7971973419s, input_fired_time: 0.1637125015, output_fired_time: 0.0000000000, propagate_forward_time: 10.0192937851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141910553
validation[          , genome  4618] predictions:    9640/  10000 (96.40%), best:    9720/10000 (97.20%), error:      1167.37524, best error:       929.18744 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.2180633545s, input_fired_time: 1.0331476927, output_fired_time: 0.9776881933, propagate_forward_time: 43.4756050110, propagate_backward_time: 65.7955245972, weight_update_time: 0.1519675255, other_time: 2.9360885620
epoch time: 9.2193174362s, input_fired_time: 0.1328911632, output_fired_time: 0.0000000000, propagate_forward_time: 8.5624332428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239934921
validation[          , genome  4618] predictions:    9721/  10000 (97.21%), best:    9720/10000 (97.20%), error:       932.43628, best error:       929.18744 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.3976593018s, input_fired_time: 1.0371462107, output_fired_time: 0.9625214338, propagate_forward_time: 43.6163711548, propagate_backward_time: 65.8573760986, weight_update_time: 0.1526004374, other_time: 2.9242401123
epoch time: 9.3880558014s, input_fired_time: 0.1309404373, output_fired_time: 0.0000000000, propagate_forward_time: 8.7210569382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360584259
validation[          , genome  4618] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       996.97229, best error:       929.18744 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 452.6131591797s, input_fired_time: 1.0384172201, output_fired_time: 0.9643766880, propagate_forward_time: 43.5431365967, propagate_backward_time: 404.1274719238, weight_update_time: 0.1570215523, other_time: 2.9397277832
epoch time: 9.5427074432s, input_fired_time: 0.1310228556, output_fired_time: 0.0000000000, propagate_forward_time: 8.8834018707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282831192
validation[          , genome  4618] predictions:    9706/  10000 (97.06%), best:    9720/10000 (97.20%), error:       943.58569, best error:       929.18744 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.7508087158s, input_fired_time: 1.0343699455, output_fired_time: 0.9851543307, propagate_forward_time: 43.6606140137, propagate_backward_time: 66.1227416992, weight_update_time: 0.1521979719, other_time: 2.9479293823
epoch time: 9.4519186020s, input_fired_time: 0.1353472173, output_fired_time: 0.0000000000, propagate_forward_time: 8.7766523361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399188995
validation[          , genome  4618] predictions:    9679/  10000 (96.79%), best:    9720/10000 (97.20%), error:      1046.93176, best error:       929.18744 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 115.5652160645s, input_fired_time: 1.0415985584, output_fired_time: 0.9784674644, propagate_forward_time: 43.9020690918, propagate_backward_time: 66.6837997437, weight_update_time: 0.1551747471, other_time: 2.9592819214
epoch time: 9.1003608704s, input_fired_time: 0.1263871938, output_fired_time: 0.0000000000, propagate_forward_time: 8.4594049454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145683289
validation[          , genome  4618] predictions:    9674/  10000 (96.74%), best:    9720/10000 (97.20%), error:      1155.92224, best error:       929.18744 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.1922302246s, input_fired_time: 1.0319764614, output_fired_time: 0.9593958855, propagate_forward_time: 43.3484420776, propagate_backward_time: 65.9089889526, weight_update_time: 0.1562464535, other_time: 2.9434280396
epoch time: 9.4811983109s, input_fired_time: 0.1355612427, output_fired_time: 0.0000000000, propagate_forward_time: 8.7627525330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828847885
validation[          , genome  4618] predictions:    9697/  10000 (96.97%), best:    9720/10000 (97.20%), error:      1007.48389, best error:       929.18744 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 114.2299957275s, input_fired_time: 1.0355103016, output_fired_time: 0.9699425697, propagate_forward_time: 43.4059371948, propagate_backward_time: 65.9059066772, weight_update_time: 0.1523116827, other_time: 2.9127044678
epoch time: 9.2900295258s, input_fired_time: 0.1406515241, output_fired_time: 0.0000000000, propagate_forward_time: 8.6376333237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117444992
validation[          , genome  4618] predictions:    9719/  10000 (97.19%), best:    9720/10000 (97.20%), error:       953.84363, best error:       929.18744 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.4905471802s, input_fired_time: 1.0441615582, output_fired_time: 0.9573589563, propagate_forward_time: 43.4235992432, propagate_backward_time: 66.1689071655, weight_update_time: 0.1513199061, other_time: 2.8965225220
epoch time: 9.3783597946s, input_fired_time: 0.1304709315, output_fired_time: 0.0000000000, propagate_forward_time: 8.7137422562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341463089
validation[          , genome  4618] predictions:    9671/  10000 (96.71%), best:    9720/10000 (97.20%), error:      1045.71814, best error:       929.18744 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 113.8601074219s, input_fired_time: 1.0377913713, output_fired_time: 0.9653695822, propagate_forward_time: 43.2827415466, propagate_backward_time: 65.6615600586, weight_update_time: 0.1514790952, other_time: 2.9126434326
epoch time: 9.5816621780s, input_fired_time: 0.1323847771, output_fired_time: 0.0000000000, propagate_forward_time: 8.9131002426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361776352
validation[          , genome  4618] predictions:    9669/  10000 (96.69%), best:    9720/10000 (97.20%), error:      1111.94824, best error:       929.18744 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.6579437256s, input_fired_time: 1.0403301716, output_fired_time: 0.9634745121, propagate_forward_time: 43.6180648804, propagate_backward_time: 66.1149291992, weight_update_time: 0.1613936275, other_time: 2.9211425781
epoch time: 9.4155035019s, input_fired_time: 0.1294136494, output_fired_time: 0.0000000000, propagate_forward_time: 8.7718353271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142545700
validation[          , genome  4618] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       916.52832, best error:       916.52832 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 116.5172271729s, input_fired_time: 1.0349338055, output_fired_time: 0.9604458809, propagate_forward_time: 44.3655586243, propagate_backward_time: 67.2262344360, weight_update_time: 0.1537504047, other_time: 2.9300460815
epoch time: 9.4336013794s, input_fired_time: 0.1348991990, output_fired_time: 0.0000000000, propagate_forward_time: 8.7788200378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198822021
validation[          , genome  4618] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:       949.83521, best error:       916.52832 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.9666213989s, input_fired_time: 1.0611318350, output_fired_time: 0.9759901762, propagate_forward_time: 43.6155395508, propagate_backward_time: 66.4118652344, weight_update_time: 0.1519332081, other_time: 2.9020919800
epoch time: 9.3861265182s, input_fired_time: 0.1298810840, output_fired_time: 0.0000000000, propagate_forward_time: 8.7253704071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308752060
validation[          , genome  4618] predictions:    9612/  10000 (96.12%), best:    9736/10000 (97.36%), error:      1176.87048, best error:       916.52832 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 115.7623825073s, input_fired_time: 1.0887807608, output_fired_time: 0.9811193347, propagate_forward_time: 44.0190811157, propagate_backward_time: 66.7623672485, weight_update_time: 0.1522573084, other_time: 2.9110336304
epoch time: 9.3095264435s, input_fired_time: 0.1317473352, output_fired_time: 0.0000000000, propagate_forward_time: 8.6569919586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207872391
validation[          , genome  4618] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       935.41351, best error:       916.52832 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 113.9480590820s, input_fired_time: 1.0483753681, output_fired_time: 0.9634932876, propagate_forward_time: 43.3210906982, propagate_backward_time: 65.7045593262, weight_update_time: 0.1576713324, other_time: 2.9105377197
epoch time: 9.1611309052s, input_fired_time: 0.1295180768, output_fired_time: 0.0000000000, propagate_forward_time: 8.5185966492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130157471
validation[          , genome  4618] predictions:    9658/  10000 (96.58%), best:    9736/10000 (97.36%), error:      1104.83264, best error:       916.52832 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.3101959229s, input_fired_time: 1.0443329811, output_fired_time: 0.9584752321, propagate_forward_time: 43.4174613953, propagate_backward_time: 66.0083236694, weight_update_time: 0.1507889479, other_time: 2.8815994263
epoch time: 9.2643470764s, input_fired_time: 0.1299420148, output_fired_time: 0.0000000000, propagate_forward_time: 8.6075544357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268507004
validation[          , genome  4618] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       932.03503, best error:       916.52832 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 114.3050613403s, input_fired_time: 1.0330927372, output_fired_time: 0.9629110098, propagate_forward_time: 43.5143966675, propagate_backward_time: 65.8604125977, weight_update_time: 0.1509860307, other_time: 2.9342422485
epoch time: 9.4276199341s, input_fired_time: 0.1302031726, output_fired_time: 0.0000000000, propagate_forward_time: 8.7777099609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197067261
validation[          , genome  4618] predictions:    9679/  10000 (96.79%), best:    9736/10000 (97.36%), error:      1021.51630, best error:       916.52832 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.1843109131s, input_fired_time: 1.0508332253, output_fired_time: 0.9740954638, propagate_forward_time: 43.8389511108, propagate_backward_time: 66.3919601440, weight_update_time: 0.1518661678, other_time: 2.9284667969
epoch time: 9.3709373474s, input_fired_time: 0.1344245970, output_fired_time: 0.0000000000, propagate_forward_time: 8.7065382004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299749374
validation[          , genome  4618] predictions:    9678/  10000 (96.78%), best:    9736/10000 (97.36%), error:      1062.96167, best error:       916.52832 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 115.5086212158s, input_fired_time: 1.0567382574, output_fired_time: 0.9653531313, propagate_forward_time: 43.9052581787, propagate_backward_time: 66.6551132202, weight_update_time: 0.1549505144, other_time: 2.9261550903
epoch time: 9.3471155167s, input_fired_time: 0.1298790425, output_fired_time: 0.0000000000, propagate_forward_time: 8.6833820343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338544846
validation[          , genome  4618] predictions:    9681/  10000 (96.81%), best:    9736/10000 (97.36%), error:      1080.82922, best error:       916.52832 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 114.6669082642s, input_fired_time: 1.0387786627, output_fired_time: 0.9718423486, propagate_forward_time: 43.6595153809, propagate_backward_time: 66.1173248291, weight_update_time: 0.1517453790, other_time: 2.8794479370
epoch time: 9.6565942764s, input_fired_time: 0.1469690949, output_fired_time: 0.0000000000, propagate_forward_time: 8.9484128952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612125397
validation[          , genome  4618] predictions:    9647/  10000 (96.47%), best:    9736/10000 (97.36%), error:      1150.28308, best error:       916.52832 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.3906631470s, input_fired_time: 1.0346566439, output_fired_time: 0.9655020833, propagate_forward_time: 43.4121627808, propagate_backward_time: 66.0782012939, weight_update_time: 0.1511637270, other_time: 2.9001388550
epoch time: 9.2951927185s, input_fired_time: 0.1323929876, output_fired_time: 0.0000000000, propagate_forward_time: 8.6424331665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203666687
validation[          , genome  4618] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:      1049.71570, best error:       916.52832 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.5503921509s, input_fired_time: 1.0472589731, output_fired_time: 0.9753317237, propagate_forward_time: 43.8974838257, propagate_backward_time: 66.6803054810, weight_update_time: 0.1681820154, other_time: 2.9500122070
epoch time: 9.2893323898s, input_fired_time: 0.1329018772, output_fired_time: 0.0000000000, propagate_forward_time: 8.6441717148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122585297
validation[          , genome  4618] predictions:    9636/  10000 (96.36%), best:    9736/10000 (97.36%), error:      1200.12488, best error:       916.52832 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.4603881836s, input_fired_time: 1.0444673300, output_fired_time: 0.9617947936, propagate_forward_time: 43.4483604431, propagate_backward_time: 66.0695724487, weight_update_time: 0.1676216573, other_time: 2.9361953735
epoch time: 9.4476404190s, input_fired_time: 0.1324390173, output_fired_time: 0.0000000000, propagate_forward_time: 8.7919635773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232381821
validation[          , genome  4618] predictions:    9644/  10000 (96.44%), best:    9736/10000 (97.36%), error:      1126.11926, best error:       916.52832 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 114.5505523682s, input_fired_time: 1.0548878908, output_fired_time: 0.9738818407, propagate_forward_time: 43.7371292114, propagate_backward_time: 65.9019317627, weight_update_time: 0.1510578096, other_time: 2.8827209473
epoch time: 9.3440265656s, input_fired_time: 0.1310238838, output_fired_time: 0.0000000000, propagate_forward_time: 8.6857318878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272712708
validation[          , genome  4618] predictions:    9684/  10000 (96.84%), best:    9736/10000 (97.36%), error:      1065.53052, best error:       916.52832 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.4853515625s, input_fired_time: 1.0382089615, output_fired_time: 0.9638834596, propagate_forward_time: 43.4757003784, propagate_backward_time: 66.0471496582, weight_update_time: 0.1507874131, other_time: 2.9604110718
epoch time: 9.3075857162s, input_fired_time: 0.1320360899, output_fired_time: 0.0000000000, propagate_forward_time: 8.6567249298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188245773
validation[          , genome  4618] predictions:    9546/  10000 (95.46%), best:    9736/10000 (97.36%), error:      1463.11841, best error:       916.52832 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 114.7384948730s, input_fired_time: 1.0369131565, output_fired_time: 0.9683929682, propagate_forward_time: 43.6224250793, propagate_backward_time: 66.2163696289, weight_update_time: 0.1519405097, other_time: 2.8943939209
epoch time: 9.2562904358s, input_fired_time: 0.1308533549, output_fired_time: 0.0000000000, propagate_forward_time: 8.6049489975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204877853
validation[          , genome  4618] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       998.91302, best error:       916.52832 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 114.1529159546s, input_fired_time: 1.0489389896, output_fired_time: 0.9759171605, propagate_forward_time: 43.2955703735, propagate_backward_time: 65.9525375366, weight_update_time: 0.1506384462, other_time: 2.8799514771
epoch time: 9.3613967896s, input_fired_time: 0.1317514330, output_fired_time: 0.0000000000, propagate_forward_time: 8.7021274567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275182724
validation[          , genome  4618] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:      1031.28137, best error:       916.52832 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 115.0171203613s, input_fired_time: 1.0456851721, output_fired_time: 0.9781041145, propagate_forward_time: 43.7676620483, propagate_backward_time: 66.2957077026, weight_update_time: 0.1557400078, other_time: 2.9299621582
epoch time: 9.4484682083s, input_fired_time: 0.1351956874, output_fired_time: 0.0000000000, propagate_forward_time: 8.7896814346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235910416
validation[          , genome  4618] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       997.74329, best error:       916.52832 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 114.7922134399s, input_fired_time: 1.0395898819, output_fired_time: 0.9617388248, propagate_forward_time: 43.5849838257, propagate_backward_time: 66.2707214355, weight_update_time: 0.1545209587, other_time: 2.9351806641
epoch time: 9.3877210617s, input_fired_time: 0.1396270096, output_fired_time: 0.0000000000, propagate_forward_time: 8.7173919678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307016373
validation[          , genome  4618] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:      1037.13745, best error:       916.52832 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 114.8879623413s, input_fired_time: 1.0595223904, output_fired_time: 0.9716991186, propagate_forward_time: 43.6166648865, propagate_backward_time: 66.2871932983, weight_update_time: 0.1578884721, other_time: 2.9528732300
epoch time: 9.6008281708s, input_fired_time: 0.1378068626, output_fired_time: 0.0000000000, propagate_forward_time: 8.9460639954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169572830
validation[          , genome  4618] predictions:    9616/  10000 (96.16%), best:    9736/10000 (97.36%), error:      1271.68372, best error:       916.52832 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 113.0657043457s, input_fired_time: 1.0411683321, output_fired_time: 0.9743297100, propagate_forward_time: 43.1386528015, propagate_backward_time: 65.0512008667, weight_update_time: 0.1500583738, other_time: 2.8603591919
epoch time: 9.4382314682s, input_fired_time: 0.1359057724, output_fired_time: 0.0000000000, propagate_forward_time: 8.7839355469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183897018
validation[          , genome  4618] predictions:    9399/  10000 (93.99%), best:    9736/10000 (97.36%), error:      2072.70361, best error:       916.52832 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.8516159058s, input_fired_time: 1.0569592714, output_fired_time: 0.9633816481, propagate_forward_time: 43.5739936829, propagate_backward_time: 66.3442916870, weight_update_time: 0.1516122520, other_time: 2.9129867554
epoch time: 9.2996540070s, input_fired_time: 0.1321461648, output_fired_time: 0.0000000000, propagate_forward_time: 8.6352844238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322237015
validation[          , genome  4618] predictions:    9687/  10000 (96.87%), best:    9736/10000 (97.36%), error:      1027.44641, best error:       916.52832 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 115.1648712158s, input_fired_time: 1.0829547644, output_fired_time: 0.9707205296, propagate_forward_time: 43.7391853333, propagate_backward_time: 66.4445343018, weight_update_time: 0.1511899084, other_time: 2.9274749756
epoch time: 9.3829202652s, input_fired_time: 0.1336811334, output_fired_time: 0.0000000000, propagate_forward_time: 8.7270231247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222158432
validation[          , genome  4618] predictions:    9559/  10000 (95.59%), best:    9736/10000 (97.36%), error:      1452.40137, best error:       916.52832 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 112.7077407837s, input_fired_time: 1.0452902317, output_fired_time: 0.9827792645, propagate_forward_time: 42.7901115417, propagate_backward_time: 65.0129547119, weight_update_time: 0.1498822868, other_time: 2.8766021729
epoch time: 9.6105394363s, input_fired_time: 0.1320576221, output_fired_time: 0.0000000000, propagate_forward_time: 8.9319591522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465230942
validation[          , genome  4618] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       969.91040, best error:       916.52832 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 114.6999130249s, input_fired_time: 1.0502299070, output_fired_time: 0.9827925563, propagate_forward_time: 43.6184425354, propagate_backward_time: 66.1605300903, weight_update_time: 0.1506507397, other_time: 2.8879165649
epoch time: 9.4735422134s, input_fired_time: 0.1365636736, output_fired_time: 0.0000000000, propagate_forward_time: 8.8116369247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253419876
validation[          , genome  4618] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:      1021.61230, best error:       916.52832 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 114.2272644043s, input_fired_time: 1.0552777052, output_fired_time: 0.9731498361, propagate_forward_time: 43.4869499207, propagate_backward_time: 65.8232879639, weight_update_time: 0.1574378163, other_time: 2.8885955811
epoch time: 9.0657100677s, input_fired_time: 0.1312660277, output_fired_time: 0.0000000000, propagate_forward_time: 8.4193382263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151062012
validation[          , genome  4618] predictions:    9671/  10000 (96.71%), best:    9736/10000 (97.36%), error:      1070.40454, best error:       916.52832 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 114.9401550293s, input_fired_time: 1.0466592312, output_fired_time: 0.9587424397, propagate_forward_time: 43.8455467224, propagate_backward_time: 66.1287078857, weight_update_time: 0.1546750963, other_time: 2.9604949951
epoch time: 9.4664764404s, input_fired_time: 0.1542046964, output_fired_time: 0.0000000000, propagate_forward_time: 8.7761735916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360984802
validation[          , genome  4618] predictions:    9681/  10000 (96.81%), best:    9736/10000 (97.36%), error:      1053.60095, best error:       916.52832 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 113.0242233276s, input_fired_time: 1.0322103500, output_fired_time: 0.9676847458, propagate_forward_time: 43.0294494629, propagate_backward_time: 65.1180725098, weight_update_time: 0.1600763649, other_time: 2.8768081665
epoch time: 9.4935560226s, input_fired_time: 0.1349001974, output_fired_time: 0.0000000000, propagate_forward_time: 8.8314065933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272493362
validation[          , genome  4618] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:      1005.53577, best error:       916.52832 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 114.2936859131s, input_fired_time: 1.0618646145, output_fired_time: 0.9687088132, propagate_forward_time: 43.4862327576, propagate_backward_time: 65.8764190674, weight_update_time: 0.1518831104, other_time: 2.9004516602
epoch time: 9.7952404022s, input_fired_time: 0.1324052662, output_fired_time: 0.0000000000, propagate_forward_time: 9.0928344727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700006485
validation[          , genome  4618] predictions:    9581/  10000 (95.81%), best:    9736/10000 (97.36%), error:      1396.19006, best error:       916.52832 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.0870208740s, input_fired_time: 1.0574285984, output_fired_time: 0.9634738564, propagate_forward_time: 43.7718811035, propagate_backward_time: 66.3523483276, weight_update_time: 0.1534774303, other_time: 2.9418945313
epoch time: 9.2918434143s, input_fired_time: 0.1321758926, output_fired_time: 0.0000000000, propagate_forward_time: 8.6284332275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312347412
validation[          , genome  4618] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:       995.58289, best error:       916.52832 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 115.1159591675s, input_fired_time: 1.0462405682, output_fired_time: 0.9681690931, propagate_forward_time: 43.7913894653, propagate_backward_time: 66.3759384155, weight_update_time: 0.1525646150, other_time: 2.9342193604
epoch time: 9.3213148117s, input_fired_time: 0.1327882409, output_fired_time: 0.0000000000, propagate_forward_time: 8.6643762589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241498947
validation[          , genome  4618] predictions:    9682/  10000 (96.82%), best:    9736/10000 (97.36%), error:      1053.81128, best error:       916.52832 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.3962326050s, input_fired_time: 1.0733188391, output_fired_time: 0.9632079601, propagate_forward_time: 43.6628036499, propagate_backward_time: 65.8005905151, weight_update_time: 0.1543894112, other_time: 2.8963088989
epoch time: 9.3246917725s, input_fired_time: 0.1331599057, output_fired_time: 0.0000000000, propagate_forward_time: 8.6780500412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134820938
validation[          , genome  4618] predictions:    9707/  10000 (97.07%), best:    9736/10000 (97.36%), error:       969.15240, best error:       916.52832 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.6109542847s, input_fired_time: 1.0536367893, output_fired_time: 0.9906486273, propagate_forward_time: 43.6237182617, propagate_backward_time: 66.0504913330, weight_update_time: 0.1523761749, other_time: 2.8924636841
epoch time: 9.4742288589s, input_fired_time: 0.1332894415, output_fired_time: 0.0000000000, propagate_forward_time: 8.8143062592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266332626
validation[          , genome  4618] predictions:    9705/  10000 (97.05%), best:    9736/10000 (97.36%), error:       969.53632, best error:       916.52832 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.3695068359s, input_fired_time: 1.0499134064, output_fired_time: 0.9539716244, propagate_forward_time: 43.5113525391, propagate_backward_time: 65.9311828613, weight_update_time: 0.1509103775, other_time: 2.9230880737
epoch time: 9.3110704422s, input_fired_time: 0.1337610185, output_fired_time: 0.0000000000, propagate_forward_time: 8.6589756012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183334351
validation[          , genome  4618] predictions:    9653/  10000 (96.53%), best:    9736/10000 (97.36%), error:      1156.82068, best error:       916.52832 on epoch:    67, 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: 47.9065666199s, input_fired_time: 0.6690889597, output_fired_time: 0.0000000000, propagate_forward_time: 44.4559097290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7815666199
best training[          , genome  4618] predictions:   49311/  50000 (98.62%), best:    9736/10000 (97.36%), error:      2489.53271, best error:       916.52832 on epoch:    67, 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: 9.3985443115s, input_fired_time: 0.1298155785, output_fired_time: 0.0000000000, propagate_forward_time: 8.7407026291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280256271
   testing[          , genome  4618] predictions:    9733/  10000 (97.33%), best:    9736/10000 (97.36%), error:       824.13110, best error:       916.52832 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:36:39 (12420): called boinc_finish(0)

</stderr_txt>
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