Nameexact_genome_1512568488_45_6970_2
Workunit2606097
Created8 Dec 2017, 0:09:17 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline18 Dec 2017, 15:03:50 UTC
Received8 Dec 2017, 18:12:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time6 hours 39 min 9 sec
CPU time5 hours 10 min 41 sec
Validate stateValid
Credit2,654.71
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.95 MB
Peak swap size159.72 MB
Peak disk usage2.21 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
best error:       906.82928 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 169.0746612549s, input_fired_time: 1.6984840631, output_fired_time: 1.5711449385, propagate_forward_time: 63.7589035034, propagate_backward_time: 99.0047531128, weight_update_time: 0.1610373855, other_time: 3.0413665771
epoch time: 13.5637359619s, input_fired_time: 0.2106896192, output_fired_time: 0.0000000000, propagate_forward_time: 12.7423467636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106996536
validation[          , genome  6970] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       879.19952, best error:       879.19952 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 164.4974670410s, input_fired_time: 1.7279736996, output_fired_time: 1.4821321964, propagate_forward_time: 61.5800285339, propagate_backward_time: 96.7037353516, weight_update_time: 0.1588117033, other_time: 3.0036010742
epoch time: 13.2892465591s, input_fired_time: 0.2151394784, output_fired_time: 0.0000000000, propagate_forward_time: 12.5164842606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576229095
validation[          , genome  6970] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       867.53461, best error:       867.53461 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 169.5965423584s, input_fired_time: 1.7854809761, output_fired_time: 1.5483883619, propagate_forward_time: 63.7545852661, propagate_backward_time: 99.3555221558, weight_update_time: 0.1604900658, other_time: 3.1525726318
epoch time: 13.9836988449s, input_fired_time: 0.2029424161, output_fired_time: 0.0000000000, propagate_forward_time: 13.1093788147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6713771820
validation[          , genome  6970] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       897.20477, best error:       867.53461 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 259.4989929199s, input_fired_time: 3.7161631584, output_fired_time: 2.1031510830, propagate_forward_time: 96.0443267822, propagate_backward_time: 153.2661285400, weight_update_time: 0.1695775092, other_time: 4.3692321777
epoch time: 28.3629951477s, input_fired_time: 0.5613049269, output_fired_time: 0.0000000000, propagate_forward_time: 26.8729915619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9286994934
validation[          , genome  6970] predictions:    9711/  10000 (97.11%), best:    9760/10000 (97.60%), error:       969.31964, best error:       867.53461 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 381.5525512695s, input_fired_time: 4.3392596245, output_fired_time: 3.2150750160, propagate_forward_time: 145.4443359375, propagate_backward_time: 220.6926116943, weight_update_time: 0.2408140302, other_time: 7.8612518311
epoch time: 26.4245376587s, input_fired_time: 0.8426774144, output_fired_time: 0.0000000000, propagate_forward_time: 24.1370410919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4448184967
validation[          , genome  6970] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       965.43646, best error:       867.53461 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 275.7987976074s, input_fired_time: 2.7921645641, output_fired_time: 3.3723492622, propagate_forward_time: 105.8246383667, propagate_backward_time: 157.3744049072, weight_update_time: 0.1790881157, other_time: 6.4352264404
epoch time: 22.2231388092s, input_fired_time: 0.2324161083, output_fired_time: 0.0000000000, propagate_forward_time: 20.8893470764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1013755798
validation[          , genome  6970] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       871.54724, best error:       867.53461 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 297.5322875977s, input_fired_time: 3.0400276184, output_fired_time: 2.2853410244, propagate_forward_time: 119.2437210083, propagate_backward_time: 167.0543823242, weight_update_time: 0.4443146586, other_time: 5.9088134766
epoch time: 26.8508834839s, input_fired_time: 0.2311074287, output_fired_time: 0.0000000000, propagate_forward_time: 25.0214691162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5983066559
validation[          , genome  6970] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       909.79163, best error:       867.53461 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 285.4813537598s, input_fired_time: 2.9002172947, output_fired_time: 2.4143993855, propagate_forward_time: 98.6098403931, propagate_backward_time: 176.9589691162, weight_update_time: 0.1787925363, other_time: 4.5979461670
epoch time: 14.1028556824s, input_fired_time: 0.2559827566, output_fired_time: 0.0000000000, propagate_forward_time: 13.3085060120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383672714
validation[          , genome  6970] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       923.30035, best error:       867.53461 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 168.8711700439s, input_fired_time: 1.7506674528, output_fired_time: 1.4999955893, propagate_forward_time: 63.5748786926, propagate_backward_time: 98.9150161743, weight_update_time: 0.1615678221, other_time: 3.1306076050
epoch time: 12.3550138474s, input_fired_time: 0.2039618194, output_fired_time: 0.0000000000, propagate_forward_time: 11.6231536865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278987885
validation[          , genome  6970] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       928.84888, best error:       867.53461 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 165.1154632568s, input_fired_time: 1.6899746656, output_fired_time: 1.4824521542, propagate_forward_time: 61.8344535828, propagate_backward_time: 97.0506591797, weight_update_time: 0.1593692899, other_time: 3.0579223633
epoch time: 13.1286802292s, input_fired_time: 0.2118651867, output_fired_time: 0.0000000000, propagate_forward_time: 12.3243188858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924959183
validation[          , genome  6970] predictions:    9723/  10000 (97.23%), best:    9760/10000 (97.60%), error:       967.08447, best error:       867.53461 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 168.2492980957s, input_fired_time: 1.7364450693, output_fired_time: 1.4824453592, propagate_forward_time: 63.2540664673, propagate_backward_time: 98.5754241943, weight_update_time: 0.1595207751, other_time: 3.2009048462
epoch time: 15.1647443771s, input_fired_time: 0.2142787874, output_fired_time: 0.0000000000, propagate_forward_time: 14.2526245117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978406906
validation[          , genome  6970] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       887.83899, best error:       867.53461 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 169.5142364502s, input_fired_time: 1.7703748941, output_fired_time: 1.5198429823, propagate_forward_time: 63.8290672302, propagate_backward_time: 99.3235626221, weight_update_time: 0.1633101404, other_time: 3.0713958740
epoch time: 13.8732824326s, input_fired_time: 0.2165433913, output_fired_time: 0.0000000000, propagate_forward_time: 13.1061925888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505466461
validation[          , genome  6970] predictions:    9705/  10000 (97.05%), best:    9760/10000 (97.60%), error:       976.81030, best error:       867.53461 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 165.3945617676s, input_fired_time: 1.7135666609, output_fired_time: 1.5056604147, propagate_forward_time: 62.0395927429, propagate_backward_time: 97.0824813843, weight_update_time: 0.1620526612, other_time: 3.0532608032
epoch time: 13.7601861954s, input_fired_time: 0.2600927055, output_fired_time: 0.0000000000, propagate_forward_time: 12.9045114517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955820084
validation[          , genome  6970] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       921.82068, best error:       867.53461 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 165.1116790771s, input_fired_time: 1.7124150991, output_fired_time: 1.5100125074, propagate_forward_time: 61.8686752319, propagate_backward_time: 96.9662857056, weight_update_time: 0.1617459506, other_time: 3.0542907715
epoch time: 13.8617706299s, input_fired_time: 0.2108534575, output_fired_time: 0.0000000000, propagate_forward_time: 13.0389728546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119441986
validation[          , genome  6970] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       812.59930, best error:       812.59930 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 169.2049865723s, input_fired_time: 1.7058930397, output_fired_time: 1.5260132551, propagate_forward_time: 63.3503417969, propagate_backward_time: 99.4064483643, weight_update_time: 0.1613701731, other_time: 3.2162933350
epoch time: 15.5156564713s, input_fired_time: 0.2773632109, output_fired_time: 0.0000000000, propagate_forward_time: 14.5934305191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448631287
validation[          , genome  6970] predictions:    9718/  10000 (97.18%), best:    9763/10000 (97.63%), error:       907.33447, best error:       812.59930 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 169.2981567383s, input_fired_time: 1.7472195625, output_fired_time: 1.5175403357, propagate_forward_time: 63.5302963257, propagate_backward_time: 99.4015197754, weight_update_time: 0.1620957106, other_time: 3.1015701294
epoch time: 13.3456897736s, input_fired_time: 0.2105605751, output_fired_time: 0.0000000000, propagate_forward_time: 12.5636415482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714874268
validation[          , genome  6970] predictions:    9637/  10000 (96.37%), best:    9763/10000 (97.63%), error:      1191.77942, best error:       812.59930 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 173.9277648926s, input_fired_time: 1.7666479349, output_fired_time: 1.5330350399, propagate_forward_time: 65.3111190796, propagate_backward_time: 102.0366973877, weight_update_time: 0.1809201688, other_time: 3.2802658081
epoch time: 16.8617401123s, input_fired_time: 0.4004021883, output_fired_time: 0.0000000000, propagate_forward_time: 15.8030033112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583347321
validation[          , genome  6970] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       836.08533, best error:       812.59930 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 175.2840728760s, input_fired_time: 1.7640402317, output_fired_time: 1.6784429550, propagate_forward_time: 65.8627929688, propagate_backward_time: 102.7627334595, weight_update_time: 0.1682924181, other_time: 3.2160720825
epoch time: 13.2198324203s, input_fired_time: 0.2166964859, output_fired_time: 0.0000000000, propagate_forward_time: 12.4496984482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534372330
validation[          , genome  6970] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       915.59491, best error:       812.59930 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 177.4577636719s, input_fired_time: 1.7804927826, output_fired_time: 1.6195557117, propagate_forward_time: 66.6730651855, propagate_backward_time: 104.1299667358, weight_update_time: 0.1665485799, other_time: 3.2546920776
epoch time: 14.2426538467s, input_fired_time: 0.2252853662, output_fired_time: 0.0000000000, propagate_forward_time: 13.4434309006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739374161
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9763/10000 (97.63%), error:       859.24237, best error:       812.59930 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 175.4308166504s, input_fired_time: 1.8577435017, output_fired_time: 1.5694861412, propagate_forward_time: 65.8210525513, propagate_backward_time: 102.8649063110, weight_update_time: 0.1681537032, other_time: 3.3176269531
epoch time: 12.5532932281s, input_fired_time: 0.2081613243, output_fired_time: 0.0000000000, propagate_forward_time: 11.8092470169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358848572
validation[          , genome  6970] predictions:    9679/  10000 (96.79%), best:    9763/10000 (97.63%), error:      1052.68201, best error:       812.59930 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 221.1092376709s, input_fired_time: 2.0984792709, output_fired_time: 1.6536998749, propagate_forward_time: 86.6834945679, propagate_backward_time: 126.7616348267, weight_update_time: 0.1719957590, other_time: 3.9119186401
epoch time: 27.0838527679s, input_fired_time: 0.4383686781, output_fired_time: 0.0000000000, propagate_forward_time: 25.5117740631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1337108612
validation[          , genome  6970] predictions:    9768/  10000 (97.68%), best:    9763/10000 (97.63%), error:       824.23590, best error:       812.59930 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 316.4688415527s, input_fired_time: 3.4234325886, output_fired_time: 2.1629996300, propagate_forward_time: 117.1051635742, propagate_backward_time: 188.4274749756, weight_update_time: 0.2413984090, other_time: 5.3497772217
epoch time: 27.0122566223s, input_fired_time: 0.3465302885, output_fired_time: 0.0000000000, propagate_forward_time: 25.5336189270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1321067810
validation[          , genome  6970] predictions:    9741/  10000 (97.41%), best:    9763/10000 (97.63%), error:       848.66260, best error:       812.59930 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 327.3475341797s, input_fired_time: 2.0712349415, output_fired_time: 4.3215031624, propagate_forward_time: 121.5981750488, propagate_backward_time: 194.4954071045, weight_update_time: 0.2883123159, other_time: 4.8612213135
epoch time: 28.9571933746s, input_fired_time: 0.2375024408, output_fired_time: 0.0000000000, propagate_forward_time: 27.6653556824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0543346405
validation[          , genome  6970] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       901.81500, best error:       812.59930 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 373.6505126953s, input_fired_time: 3.8956067562, output_fired_time: 2.9615213871, propagate_forward_time: 145.1311340332, propagate_backward_time: 216.3404541016, weight_update_time: 0.5379556417, other_time: 5.3218078613
epoch time: 26.7286891937s, input_fired_time: 0.2360222787, output_fired_time: 0.0000000000, propagate_forward_time: 25.5009689331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9916973114
validation[          , genome  6970] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       768.56824, best error:       768.56824 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 359.0302429199s, input_fired_time: 4.1401643753, output_fired_time: 2.1791090965, propagate_forward_time: 136.4627685547, propagate_backward_time: 210.2480773926, weight_update_time: 0.2253124118, other_time: 6.0001220703
epoch time: 28.4027538300s, input_fired_time: 0.2361133546, output_fired_time: 0.0000000000, propagate_forward_time: 27.3778667450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7887744904
validation[          , genome  6970] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       777.67847, best error:       768.56824 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 322.8660278320s, input_fired_time: 3.2091684341, output_fired_time: 2.6299865246, propagate_forward_time: 122.7787246704, propagate_backward_time: 188.2796173096, weight_update_time: 0.1787055284, other_time: 5.9685516357
epoch time: 25.8110580444s, input_fired_time: 0.5803575516, output_fired_time: 0.0000000000, propagate_forward_time: 24.3374786377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8932228088
validation[          , genome  6970] predictions:    9751/  10000 (97.51%), best:    9802/10000 (98.02%), error:       837.29114, best error:       768.56824 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 320.8329467773s, input_fired_time: 3.9946091175, output_fired_time: 3.0238771439, propagate_forward_time: 122.4779663086, propagate_backward_time: 184.3089599609, weight_update_time: 0.1784024537, other_time: 7.0275573730
epoch time: 26.2538566589s, input_fired_time: 0.2361906916, output_fired_time: 0.0000000000, propagate_forward_time: 24.8697357178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1479301453
validation[          , genome  6970] predictions:    9750/  10000 (97.50%), best:    9802/10000 (98.02%), error:       863.30670, best error:       768.56824 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 364.5888977051s, input_fired_time: 4.0106091499, output_fired_time: 4.0407786369, propagate_forward_time: 132.4863433838, propagate_backward_time: 217.3400268555, weight_update_time: 0.1788243651, other_time: 6.7111358643
epoch time: 31.4836254120s, input_fired_time: 0.2394034863, output_fired_time: 0.0000000000, propagate_forward_time: 30.1435413361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1006813049
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       770.76404, best error:       768.56824 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 222.0395507813s, input_fired_time: 1.8542262316, output_fired_time: 1.5911027193, propagate_forward_time: 84.4335861206, propagate_backward_time: 129.1894989014, weight_update_time: 0.2604905069, other_time: 4.9711151123
epoch time: 14.2652397156s, input_fired_time: 0.3271994591, output_fired_time: 0.0000000000, propagate_forward_time: 13.3825445175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5554952621
validation[          , genome  6970] predictions:    9720/  10000 (97.20%), best:    9802/10000 (98.02%), error:       991.17163, best error:       768.56824 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 177.2174835205s, input_fired_time: 1.7203584909, output_fired_time: 1.6241376400, propagate_forward_time: 66.0240631104, propagate_backward_time: 104.8112945557, weight_update_time: 0.1613772810, other_time: 3.0376434326
epoch time: 14.7545490265s, input_fired_time: 0.2245327234, output_fired_time: 0.0000000000, propagate_forward_time: 13.9629898071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670261383
validation[          , genome  6970] predictions:    9707/  10000 (97.07%), best:    9802/10000 (98.02%), error:      1019.03876, best error:       768.56824 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 176.0136718750s, input_fired_time: 1.7333878279, output_fired_time: 1.5190830231, propagate_forward_time: 66.2727203369, propagate_backward_time: 103.2795944214, weight_update_time: 0.1632230878, other_time: 3.2088851929
epoch time: 13.3160696030s, input_fired_time: 0.2198447585, output_fired_time: 0.0000000000, propagate_forward_time: 12.5392255783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569992065
validation[          , genome  6970] predictions:    9778/  10000 (97.78%), best:    9802/10000 (98.02%), error:       817.49133, best error:       768.56824 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 173.4644470215s, input_fired_time: 1.7521065474, output_fired_time: 1.5456106663, propagate_forward_time: 65.4944839478, propagate_backward_time: 101.5609588623, weight_update_time: 0.1685572714, other_time: 3.1112899780
epoch time: 14.6515636444s, input_fired_time: 0.2128824890, output_fired_time: 0.0000000000, propagate_forward_time: 13.8984317780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402498245
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       781.85675, best error:       768.56824 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 176.5128173828s, input_fired_time: 1.7573841810, output_fired_time: 1.5543389320, propagate_forward_time: 66.3222503662, propagate_backward_time: 103.7694778442, weight_update_time: 0.1657385528, other_time: 3.1093673706
epoch time: 12.0541248322s, input_fired_time: 0.2039311081, output_fired_time: 0.0000000000, propagate_forward_time: 11.3310174942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191764832
validation[          , genome  6970] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       750.06158, best error:       750.06158 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 175.5985260010s, input_fired_time: 1.7298088074, output_fired_time: 1.5421670675, propagate_forward_time: 66.1400604248, propagate_backward_time: 103.0376892090, weight_update_time: 0.1630879492, other_time: 3.1488037109
epoch time: 15.7558259964s, input_fired_time: 0.2100572288, output_fired_time: 0.0000000000, propagate_forward_time: 14.9005222321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452465057
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9776/10000 (97.76%), error:       772.42316, best error:       750.06158 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 173.1082458496s, input_fired_time: 1.7212321758, output_fired_time: 1.5933614969, propagate_forward_time: 65.2456436157, propagate_backward_time: 101.2720413208, weight_update_time: 0.1613686383, other_time: 3.2759552002
epoch time: 14.0293426514s, input_fired_time: 0.2177512199, output_fired_time: 0.0000000000, propagate_forward_time: 13.2609186172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506725311
validation[          , genome  6970] predictions:    9698/  10000 (96.98%), best:    9776/10000 (97.76%), error:      1017.30157, best error:       750.06158 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 172.7042694092s, input_fired_time: 1.7460933924, output_fired_time: 1.5351037979, propagate_forward_time: 64.8260498047, propagate_backward_time: 101.1799850464, weight_update_time: 0.1802657247, other_time: 3.4170303345
epoch time: 12.9241638184s, input_fired_time: 0.2094285488, output_fired_time: 0.0000000000, propagate_forward_time: 12.1818275452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329074860
validation[          , genome  6970] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       809.43311, best error:       750.06158 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 179.5379943848s, input_fired_time: 1.8671541214, output_fired_time: 1.8744678497, propagate_forward_time: 67.2958297729, propagate_backward_time: 105.2479171753, weight_update_time: 0.2777212858, other_time: 3.2526245117
epoch time: 14.1258440018s, input_fired_time: 0.2048025280, output_fired_time: 0.0000000000, propagate_forward_time: 13.3064985275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145429611
validation[          , genome  6970] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       868.89465, best error:       750.06158 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 183.8215789795s, input_fired_time: 1.7609825134, output_fired_time: 1.6565295458, propagate_forward_time: 69.4474182129, propagate_backward_time: 107.8378448486, weight_update_time: 0.1664144546, other_time: 3.1188049316
epoch time: 12.8648128510s, input_fired_time: 0.2087701261, output_fired_time: 0.0000000000, propagate_forward_time: 12.1274948120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285482407
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       848.28607, best error:       750.06158 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 276.7672729492s, input_fired_time: 2.2072474957, output_fired_time: 2.6520895958, propagate_forward_time: 105.5177078247, propagate_backward_time: 160.4233856201, weight_update_time: 0.1745925993, other_time: 5.9668426514
epoch time: 25.0835552216s, input_fired_time: 0.3635417819, output_fired_time: 0.0000000000, propagate_forward_time: 23.6335468292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0864658356
validation[          , genome  6970] predictions:    9724/  10000 (97.24%), best:    9776/10000 (97.76%), error:       923.62097, best error:       750.06158 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 318.5688476563s, input_fired_time: 2.8305356503, output_fired_time: 3.5841803551, propagate_forward_time: 122.9914703369, propagate_backward_time: 182.8126220703, weight_update_time: 0.5402006507, other_time: 6.3500518799
epoch time: 30.7724742889s, input_fired_time: 0.3472932875, output_fired_time: 0.0000000000, propagate_forward_time: 29.4491329193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9760475159
validation[          , genome  6970] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       749.14081, best error:       749.14081 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 334.1731567383s, input_fired_time: 4.0019130707, output_fired_time: 3.1331501007, propagate_forward_time: 128.1216888428, propagate_backward_time: 193.1847534180, weight_update_time: 0.2882750928, other_time: 5.7316436768
epoch time: 28.9763126373s, input_fired_time: 0.2384352982, output_fired_time: 0.0000000000, propagate_forward_time: 26.9653072357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7725696564
validation[          , genome  6970] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       770.71692, best error:       749.14081 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 348.3544311523s, input_fired_time: 3.6886432171, output_fired_time: 3.0731391907, propagate_forward_time: 131.5123748779, propagate_backward_time: 203.6618194580, weight_update_time: 0.8979627490, other_time: 6.4184570313
epoch time: 34.5136985779s, input_fired_time: 0.2390491962, output_fired_time: 0.0000000000, propagate_forward_time: 33.1431350708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1315155029
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       894.80865, best error:       749.14081 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 316.7750244141s, input_fired_time: 2.1112463474, output_fired_time: 3.5226430893, propagate_forward_time: 117.7136459351, propagate_backward_time: 187.2081298828, weight_update_time: 0.1785836965, other_time: 6.2193603516
epoch time: 23.5832538605s, input_fired_time: 0.3478866816, output_fired_time: 0.0000000000, propagate_forward_time: 22.2450332642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9903335571
validation[          , genome  6970] predictions:    9777/  10000 (97.77%), best:    9786/10000 (97.86%), error:       804.08142, best error:       749.14081 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 312.1674194336s, input_fired_time: 2.5990674496, output_fired_time: 3.1429736614, propagate_forward_time: 119.4653625488, propagate_backward_time: 180.9893493652, weight_update_time: 0.1784807444, other_time: 5.9706726074
epoch time: 25.1275520325s, input_fired_time: 0.4894992709, output_fired_time: 0.0000000000, propagate_forward_time: 23.4396381378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1984138489
validation[          , genome  6970] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       863.14581, best error:       749.14081 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 246.9091186523s, input_fired_time: 2.4037687778, output_fired_time: 2.0678532124, propagate_forward_time: 94.1870727539, propagate_backward_time: 143.3550262451, weight_update_time: 0.1680139303, other_time: 4.8954010010
epoch time: 13.0242290497s, input_fired_time: 0.2116204500, output_fired_time: 0.0000000000, propagate_forward_time: 12.2791767120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334320068
validation[          , genome  6970] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       737.11285, best error:       737.11285 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 172.2000274658s, input_fired_time: 2.0032734871, output_fired_time: 1.5781369209, propagate_forward_time: 64.4898834229, propagate_backward_time: 101.0410003662, weight_update_time: 0.1586206406, other_time: 3.0877227783
epoch time: 16.7158489227s, input_fired_time: 0.2011053264, output_fired_time: 0.0000000000, propagate_forward_time: 15.9153871536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993566513
validation[          , genome  6970] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       859.75903, best error:       737.11285 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 167.1435699463s, input_fired_time: 1.8919916153, output_fired_time: 1.6552788019, propagate_forward_time: 62.4504966736, propagate_backward_time: 98.0679321289, weight_update_time: 0.1562879980, other_time: 3.0778656006
epoch time: 13.2761640549s, input_fired_time: 0.2137422413, output_fired_time: 0.0000000000, propagate_forward_time: 12.5262117386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362100601
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9791/10000 (97.91%), error:       861.81384, best error:       737.11285 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 168.9727935791s, input_fired_time: 1.9865834713, output_fired_time: 1.5385069847, propagate_forward_time: 62.9541778564, propagate_backward_time: 99.4250488281, weight_update_time: 0.1551610976, other_time: 3.0684661865
epoch time: 12.8101243973s, input_fired_time: 0.2124299407, output_fired_time: 0.0000000000, propagate_forward_time: 12.0615339279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361604691
validation[          , genome  6970] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       874.65173, best error:       737.11285 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 167.8512725830s, input_fired_time: 1.9176650047, output_fired_time: 1.5682387352, propagate_forward_time: 62.6361808777, propagate_backward_time: 98.6579284668, weight_update_time: 0.1565209627, other_time: 3.0712585449
epoch time: 13.5266475677s, input_fired_time: 0.2185289711, output_fired_time: 0.0000000000, propagate_forward_time: 12.7595958710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485229492
validation[          , genome  6970] predictions:    9726/  10000 (97.26%), best:    9791/10000 (97.91%), error:       976.06219, best error:       737.11285 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 163.7889404297s, input_fired_time: 1.7143354416, output_fired_time: 1.4622764587, propagate_forward_time: 61.4271583557, propagate_backward_time: 96.0038986206, weight_update_time: 0.1572254747, other_time: 3.1812667847
epoch time: 13.3445148468s, input_fired_time: 0.2090444714, output_fired_time: 0.0000000000, propagate_forward_time: 12.5241260529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113443375
validation[          , genome  6970] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       863.14612, best error:       737.11285 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 174.4610595703s, input_fired_time: 1.8582992554, output_fired_time: 1.5545735359, propagate_forward_time: 65.3264007568, propagate_backward_time: 102.5607223511, weight_update_time: 0.1603364050, other_time: 3.1610488892
epoch time: 13.9944162369s, input_fired_time: 0.2228887230, output_fired_time: 0.0000000000, propagate_forward_time: 13.2179756165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535516739
validation[          , genome  6970] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       823.18909, best error:       737.11285 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 171.5850677490s, input_fired_time: 1.7525957823, output_fired_time: 1.5997757912, propagate_forward_time: 64.3681793213, propagate_backward_time: 100.6043014526, weight_update_time: 0.1633367985, other_time: 3.2602157593
epoch time: 14.8365135193s, input_fired_time: 0.2477231175, output_fired_time: 0.0000000000, propagate_forward_time: 13.7989969254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7897930145
validation[          , genome  6970] predictions:    9752/  10000 (97.52%), best:    9791/10000 (97.91%), error:       918.35822, best error:       737.11285 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 163.0919494629s, input_fired_time: 1.7932857275, output_fired_time: 1.4684489965, propagate_forward_time: 60.8723106384, propagate_backward_time: 95.8225784302, weight_update_time: 0.2050522566, other_time: 3.1353225708
epoch time: 13.1191978455s, input_fired_time: 0.2171434611, output_fired_time: 0.0000000000, propagate_forward_time: 12.3070688248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949859619
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       832.38324, best error:       737.11285 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 177.1727752686s, input_fired_time: 2.0301196575, output_fired_time: 1.6025561094, propagate_forward_time: 66.1815490723, propagate_backward_time: 103.9518127441, weight_update_time: 0.2071664035, other_time: 3.4067382813
epoch time: 16.3784160614s, input_fired_time: 0.2606666386, output_fired_time: 0.0000000000, propagate_forward_time: 15.4203577042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973924637
validation[          , genome  6970] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       861.10400, best error:       737.11285 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.9796142578s, input_fired_time: 1.7517774105, output_fired_time: 1.5179244280, propagate_forward_time: 63.0242652893, propagate_backward_time: 98.5477523804, weight_update_time: 0.1631550193, other_time: 3.1379013062
epoch time: 15.1128864288s, input_fired_time: 0.2167200446, output_fired_time: 0.0000000000, propagate_forward_time: 14.1907196045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7054471970
validation[          , genome  6970] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       864.44550, best error:       737.11285 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 174.9708099365s, input_fired_time: 1.7739533186, output_fired_time: 1.6118612289, propagate_forward_time: 65.6562805176, propagate_backward_time: 102.7448043823, weight_update_time: 0.1667319238, other_time: 3.1839065552
epoch time: 13.9143915176s, input_fired_time: 0.2722799778, output_fired_time: 0.0000000000, propagate_forward_time: 13.0632944107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788173676
validation[          , genome  6970] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       768.23395, best error:       737.11285 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 173.3517456055s, input_fired_time: 1.8299531937, output_fired_time: 1.5919899940, propagate_forward_time: 65.0713958740, propagate_backward_time: 101.7788009644, weight_update_time: 0.1625646502, other_time: 3.0795974731
epoch time: 13.0826692581s, input_fired_time: 0.2329839617, output_fired_time: 0.0000000000, propagate_forward_time: 12.2931270599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565586090
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       758.16614, best error:       737.11285 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 166.5397949219s, input_fired_time: 1.7595328093, output_fired_time: 1.4929020405, propagate_forward_time: 62.1099128723, propagate_backward_time: 98.0620498657, weight_update_time: 0.1591142118, other_time: 3.1153945923
epoch time: 13.4732208252s, input_fired_time: 0.2249598205, output_fired_time: 0.0000000000, propagate_forward_time: 12.6892051697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590562820
validation[          , genome  6970] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       922.53717, best error:       737.11285 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 163.8915405273s, input_fired_time: 1.7345504761, output_fired_time: 1.4925442934, propagate_forward_time: 61.4912071228, propagate_backward_time: 96.1485900879, weight_update_time: 0.1596451998, other_time: 3.0246429443
epoch time: 13.3913040161s, input_fired_time: 0.2247687876, output_fired_time: 0.0000000000, propagate_forward_time: 12.6086835861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578517914
validation[          , genome  6970] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       831.77893, best error:       737.11285 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.5106964111s, input_fired_time: 1.7750468254, output_fired_time: 1.4952964783, propagate_forward_time: 62.3312492371, propagate_backward_time: 97.7768859863, weight_update_time: 0.1611090600, other_time: 3.1322174072
epoch time: 12.7914733887s, input_fired_time: 0.2174598873, output_fired_time: 0.0000000000, propagate_forward_time: 12.0329084396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411052704
validation[          , genome  6970] predictions:    9802/  10000 (98.02%), best:    9791/10000 (97.91%), error:       738.29120, best error:       737.11285 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 169.5260314941s, input_fired_time: 1.7920534611, output_fired_time: 1.5792256594, propagate_forward_time: 63.5930137634, propagate_backward_time: 99.5041503906, weight_update_time: 0.1620869339, other_time: 3.0575866699
epoch time: 13.9078083038s, input_fired_time: 0.2238573730, output_fired_time: 0.0000000000, propagate_forward_time: 13.0296192169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543321609
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       800.82056, best error:       737.11285 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 171.3527069092s, input_fired_time: 1.8165026903, output_fired_time: 1.6069638729, propagate_forward_time: 64.6080474854, propagate_backward_time: 100.1136245728, weight_update_time: 0.1625857055, other_time: 3.2075729370
epoch time: 13.0760345459s, input_fired_time: 0.2201504856, output_fired_time: 0.0000000000, propagate_forward_time: 12.3043603897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515232086
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       812.12701, best error:       737.11285 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 168.3511962891s, input_fired_time: 1.7967784405, output_fired_time: 1.5916805267, propagate_forward_time: 62.9922180176, propagate_backward_time: 98.8898544312, weight_update_time: 0.1627986580, other_time: 3.0806655884
epoch time: 13.2079620361s, input_fired_time: 0.2161655426, output_fired_time: 0.0000000000, propagate_forward_time: 12.4525251389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392713547
validation[          , genome  6970] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       826.51135, best error:       737.11285 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 172.7651367188s, input_fired_time: 1.8216564655, output_fired_time: 1.5221436024, propagate_forward_time: 64.7116622925, propagate_backward_time: 101.4542160034, weight_update_time: 0.1635287106, other_time: 3.2554626465
epoch time: 13.4269390106s, input_fired_time: 0.2077250779, output_fired_time: 0.0000000000, propagate_forward_time: 12.5452871323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739263535
validation[          , genome  6970] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       783.18829, best error:       737.11285 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 172.0911102295s, input_fired_time: 1.8343182802, output_fired_time: 1.5609704256, propagate_forward_time: 64.4155044556, propagate_backward_time: 101.1234970093, weight_update_time: 0.1630874276, other_time: 3.1568145752
epoch time: 13.6107311249s, input_fired_time: 0.2273626029, output_fired_time: 0.0000000000, propagate_forward_time: 12.8205909729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627775192
validation[          , genome  6970] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       883.40686, best error:       737.11285 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 170.4315032959s, input_fired_time: 1.8489717245, output_fired_time: 1.5990670919, propagate_forward_time: 63.9060287476, propagate_backward_time: 99.9204025269, weight_update_time: 0.1610803306, other_time: 3.1570434570
epoch time: 13.9253673553s, input_fired_time: 0.2281362563, output_fired_time: 0.0000000000, propagate_forward_time: 13.1314144135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658168793
validation[          , genome  6970] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       814.75385, best error:       737.11285 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 168.6224822998s, input_fired_time: 1.7887755632, output_fired_time: 1.5486156940, propagate_forward_time: 63.0641479492, propagate_backward_time: 98.8994827271, weight_update_time: 0.1899650246, other_time: 3.3214645386
epoch time: 12.7804622650s, input_fired_time: 0.2162571847, output_fired_time: 0.0000000000, propagate_forward_time: 12.0268096924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373954773
validation[          , genome  6970] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       823.67059, best error:       737.11285 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 168.2524108887s, input_fired_time: 1.7814154625, output_fired_time: 1.5303832293, propagate_forward_time: 63.2084770203, propagate_backward_time: 98.5512619019, weight_update_time: 0.1770035028, other_time: 3.1808700562
epoch time: 12.4399251938s, input_fired_time: 0.2133397907, output_fired_time: 0.0000000000, propagate_forward_time: 11.6949815750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316038132
validation[          , genome  6970] predictions:    9708/  10000 (97.08%), best:    9791/10000 (97.91%), error:      1050.03796, best error:       737.11285 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.0436706543s, input_fired_time: 1.7759594917, output_fired_time: 1.5580109358, propagate_forward_time: 62.1139640808, propagate_backward_time: 97.4756393433, weight_update_time: 0.1606180668, other_time: 3.1200942993
epoch time: 14.8771734238s, input_fired_time: 0.2448615134, output_fired_time: 0.0000000000, propagate_forward_time: 14.0541515350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781602859
validation[          , genome  6970] predictions:    9787/  10000 (97.87%), best:    9791/10000 (97.91%), error:       777.30432, best error:       737.11285 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 166.9488830566s, input_fired_time: 1.7379302979, output_fired_time: 1.4743411541, propagate_forward_time: 62.5750617981, propagate_backward_time: 97.9657821655, weight_update_time: 0.1599258333, other_time: 3.1957778931
epoch time: 14.5059595108s, input_fired_time: 0.2320218831, output_fired_time: 0.0000000000, propagate_forward_time: 13.6463079453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276292801
validation[          , genome  6970] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       818.24390, best error:       737.11285 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 161.8011474609s, input_fired_time: 1.7826695442, output_fired_time: 1.4677199125, propagate_forward_time: 60.4065399170, propagate_backward_time: 95.1113433838, weight_update_time: 0.1576279253, other_time: 3.0328826904
epoch time: 13.0769739151s, input_fired_time: 0.2200547457, output_fired_time: 0.0000000000, propagate_forward_time: 12.3125181198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444011688
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       841.08624, best error:       737.11285 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 164.2726440430s, input_fired_time: 1.8113135099, output_fired_time: 1.5357475281, propagate_forward_time: 61.2928428650, propagate_backward_time: 96.6599884033, weight_update_time: 0.1565604359, other_time: 2.9727478027
epoch time: 12.7341880798s, input_fired_time: 0.2115502954, output_fired_time: 0.0000000000, propagate_forward_time: 11.9961118698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265254974
validation[          , genome  6970] predictions:    9794/  10000 (97.94%), best:    9791/10000 (97.91%), error:       762.05072, best error:       737.11285 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 164.9047088623s, input_fired_time: 1.9242784977, output_fired_time: 1.5688747168, propagate_forward_time: 61.4508361816, propagate_backward_time: 96.9886245728, weight_update_time: 0.1534305215, other_time: 2.9720840454
epoch time: 13.6809825897s, input_fired_time: 0.2168234438, output_fired_time: 0.0000000000, propagate_forward_time: 12.8807287216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834302902
validation[          , genome  6970] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       792.25311, best error:       737.11285 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 165.0717315674s, input_fired_time: 1.7022800446, output_fired_time: 1.5134925842, propagate_forward_time: 61.6930503845, propagate_backward_time: 96.9748992920, weight_update_time: 0.1539727449, other_time: 3.1880035400
epoch time: 12.0578289032s, input_fired_time: 0.2109712362, output_fired_time: 0.0000000000, propagate_forward_time: 11.3261690140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206890106
validation[          , genome  6970] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       838.33606, best error:       737.11285 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 158.9629974365s, input_fired_time: 1.6996546984, output_fired_time: 1.4455189705, propagate_forward_time: 59.1741790771, propagate_backward_time: 93.6531448364, weight_update_time: 0.1537494361, other_time: 2.9904861450
epoch time: 12.3076820374s, input_fired_time: 0.2127120644, output_fired_time: 0.0000000000, propagate_forward_time: 11.5755348206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194349289
validation[          , genome  6970] predictions:    9808/  10000 (98.08%), best:    9791/10000 (97.91%), error:       744.15790, best error:       737.11285 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 157.5067901611s, input_fired_time: 1.7059099674, output_fired_time: 1.4141782522, propagate_forward_time: 58.4999618530, propagate_backward_time: 92.8424758911, weight_update_time: 0.1523363739, other_time: 3.0442504883
epoch time: 12.9405889511s, input_fired_time: 0.2116731703, output_fired_time: 0.0000000000, propagate_forward_time: 12.1747579575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541582108
validation[          , genome  6970] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       799.17609, best error:       737.11285 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.6060333252s, input_fired_time: 1.6964033842, output_fired_time: 1.4305934906, propagate_forward_time: 59.4368591309, propagate_backward_time: 94.0312042236, weight_update_time: 0.1847144216, other_time: 3.0109863281
epoch time: 12.2280120850s, input_fired_time: 0.2144953609, output_fired_time: 0.0000000000, propagate_forward_time: 11.4907455444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227708817
validation[          , genome  6970] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       866.10400, best error:       737.11285 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 160.1341247559s, input_fired_time: 1.7447693348, output_fired_time: 1.5308818817, propagate_forward_time: 59.3921966553, propagate_backward_time: 94.4227523804, weight_update_time: 0.1534105092, other_time: 3.0435256958
epoch time: 14.6484775543s, input_fired_time: 0.2079340070, output_fired_time: 0.0000000000, propagate_forward_time: 13.8212413788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193017960
validation[          , genome  6970] predictions:    9696/  10000 (96.96%), best:    9791/10000 (97.91%), error:      1034.17395, best error:       737.11285 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 160.5836486816s, input_fired_time: 1.7219222784, output_fired_time: 1.4410452843, propagate_forward_time: 59.7919578552, propagate_backward_time: 94.5611343384, weight_update_time: 0.1523757577, other_time: 3.0675888062
epoch time: 13.1448755264s, input_fired_time: 0.2221401483, output_fired_time: 0.0000000000, propagate_forward_time: 12.3299093246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928258896
validation[          , genome  6970] predictions:    9630/  10000 (96.30%), best:    9791/10000 (97.91%), error:      1181.40405, best error:       737.11285 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.1422119141s, input_fired_time: 1.7957608700, output_fired_time: 1.4868284464, propagate_forward_time: 59.4819412231, propagate_backward_time: 94.3549804688, weight_update_time: 0.1527465284, other_time: 3.0226974487
epoch time: 12.4189691544s, input_fired_time: 0.2142654508, output_fired_time: 0.0000000000, propagate_forward_time: 11.6775369644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271663666
validation[          , genome  6970] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       817.50787, best error:       737.11285 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 160.6384124756s, input_fired_time: 1.6967049837, output_fired_time: 1.5415096283, propagate_forward_time: 59.8544578552, propagate_backward_time: 94.4716873169, weight_update_time: 0.1849238276, other_time: 3.0740585327
epoch time: 16.2304344177s, input_fired_time: 0.2321760207, output_fired_time: 0.0000000000, propagate_forward_time: 15.1786813736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8195772171
validation[          , genome  6970] predictions:    9737/  10000 (97.37%), best:    9791/10000 (97.91%), error:       919.09839, best error:       737.11285 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 254.5279846191s, input_fired_time: 2.4087262154, output_fired_time: 2.4499704838, propagate_forward_time: 92.6980819702, propagate_backward_time: 152.5854339600, weight_update_time: 0.1782001108, other_time: 4.3857879639
epoch time: 19.8978424072s, input_fired_time: 0.4945973158, output_fired_time: 0.0000000000, propagate_forward_time: 18.8055114746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977344513
validation[          , genome  6970] predictions:    9700/  10000 (97.00%), best:    9791/10000 (97.91%), error:      1081.57568, best error:       737.11285 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 254.4049835205s, input_fired_time: 2.4266667366, output_fired_time: 2.9225678444, propagate_forward_time: 98.3977508545, propagate_backward_time: 145.9988708496, weight_update_time: 0.1794505566, other_time: 4.6591339111
epoch time: 20.8248500824s, input_fired_time: 0.2927398384, output_fired_time: 0.0000000000, propagate_forward_time: 19.6462974548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8858127594
validation[          , genome  6970] predictions:    9687/  10000 (96.87%), best:    9791/10000 (97.91%), error:      1014.03027, best error:       737.11285 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 254.6605529785s, input_fired_time: 2.1635193825, output_fired_time: 1.9743775129, propagate_forward_time: 98.2237167358, propagate_backward_time: 148.1656341553, weight_update_time: 0.1786943078, other_time: 4.1333160400
epoch time: 21.0867710114s, input_fired_time: 0.2439158261, output_fired_time: 0.0000000000, propagate_forward_time: 20.2424316406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004238129
validation[          , genome  6970] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       769.60345, best error:       737.11285 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 263.8453063965s, input_fired_time: 3.8175213337, output_fired_time: 2.5496923923, propagate_forward_time: 103.5253753662, propagate_backward_time: 149.3575286865, weight_update_time: 0.1944959164, other_time: 4.5951843262
epoch time: 21.4330368042s, input_fired_time: 0.2447673231, output_fired_time: 0.0000000000, propagate_forward_time: 20.5091800690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790885925
validation[          , genome  6970] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       722.59143, best error:       722.59143 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 259.6608276367s, input_fired_time: 2.7113146782, output_fired_time: 2.2985973358, propagate_forward_time: 102.6773376465, propagate_backward_time: 147.3323211670, weight_update_time: 0.1784981489, other_time: 4.6412658691
epoch time: 20.0040054321s, input_fired_time: 0.2457078695, output_fired_time: 0.0000000000, propagate_forward_time: 18.8930606842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8652362823
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9801/10000 (98.01%), error:       794.13702, best error:       722.59143 on epoch:    99, 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: 103.5295028687s, input_fired_time: 1.7605055571, output_fired_time: 0.0000000000, propagate_forward_time: 97.7332992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0356979370
best training[          , genome  6970] predictions:   49787/  50000 (99.57%), best:    9801/10000 (98.01%), error:      1076.56580, best error:       722.59143 on epoch:    99, 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: 20.3202114105s, input_fired_time: 0.2434196770, output_fired_time: 0.0000000000, propagate_forward_time: 19.4570655823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197261810
   testing[          , genome  6970] predictions:    9811/  10000 (98.11%), best:    9801/10000 (98.01%), error:       633.98358, best error:       722.59143 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:14:26 (12284): called boinc_finish(0)

</stderr_txt>
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