Nameexact_genome_1512568488_45_7171_1
Workunit2607098
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline23 Dec 2017, 8:24:59 UTC
Received8 Dec 2017, 20:02:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time8 hours 20 min 11 sec
CPU time8 hours 10 min 34 sec
Validate stateValid
Credit3,833.89
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.68 MB
Peak swap size162.03 MB
Peak disk usage2.94 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 296.3213195801s, input_fired_time: 3.9452893734, output_fired_time: 2.6271989346, propagate_forward_time: 113.6941223145, propagate_backward_time: 170.4252777100, weight_update_time: 0.2625071704, other_time: 5.6294403076
epoch time: 24.5399074554s, input_fired_time: 0.3900940120, output_fired_time: 0.0000000000, propagate_forward_time: 23.3647842407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7850284576
validation[          , genome  7171] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       729.10870, best error:       729.10870 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 286.5837097168s, input_fired_time: 3.8205013275, output_fired_time: 2.4903280735, propagate_forward_time: 111.9084777832, propagate_backward_time: 163.9463500977, weight_update_time: 0.2446000427, other_time: 4.4180603027
epoch time: 22.6150627136s, input_fired_time: 0.3524204791, output_fired_time: 0.0000000000, propagate_forward_time: 21.4716377258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7910041809
validation[          , genome  7171] predictions:    9768/  10000 (97.68%), best:    9788/10000 (97.88%), error:       759.29749, best error:       729.10870 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 286.5635681152s, input_fired_time: 3.7698287964, output_fired_time: 3.5321805477, propagate_forward_time: 107.8870849609, propagate_backward_time: 166.7957916260, weight_update_time: 0.2471275479, other_time: 4.5786895752
epoch time: 22.7770175934s, input_fired_time: 0.3546707630, output_fired_time: 0.0000000000, propagate_forward_time: 21.6193599701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8029861450
validation[          , genome  7171] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       726.77631, best error:       726.77631 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 287.2283935547s, input_fired_time: 2.8211567402, output_fired_time: 2.4906322956, propagate_forward_time: 112.0322952271, propagate_backward_time: 165.3809661865, weight_update_time: 0.2468358725, other_time: 4.5033416748
epoch time: 22.8326492310s, input_fired_time: 0.3555074036, output_fired_time: 0.0000000000, propagate_forward_time: 21.6893825531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7877597809
validation[          , genome  7171] predictions:    9769/  10000 (97.69%), best:    9773/10000 (97.73%), error:       752.56104, best error:       726.77631 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 283.5413818359s, input_fired_time: 2.8029201031, output_fired_time: 2.4810147285, propagate_forward_time: 108.8572540283, propagate_backward_time: 164.8617248535, weight_update_time: 0.2469229698, other_time: 4.5384674072
epoch time: 22.6036319733s, input_fired_time: 0.3648738265, output_fired_time: 0.0000000000, propagate_forward_time: 21.4404411316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7983169556
validation[          , genome  7171] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       731.86566, best error:       726.77631 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 292.0380859375s, input_fired_time: 2.9114270210, output_fired_time: 2.5249762535, propagate_forward_time: 107.5487899780, propagate_backward_time: 174.2341918945, weight_update_time: 0.2691431344, other_time: 4.8186950684
epoch time: 22.6809749603s, input_fired_time: 0.3581761718, output_fired_time: 0.0000000000, propagate_forward_time: 21.4913082123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8314914703
validation[          , genome  7171] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       837.12207, best error:       726.77631 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 282.1947937012s, input_fired_time: 2.7935483456, output_fired_time: 2.4631752968, propagate_forward_time: 106.9760665894, propagate_backward_time: 165.4069671631, weight_update_time: 0.2470117062, other_time: 4.5550384521
epoch time: 22.4550743103s, input_fired_time: 0.3568343222, output_fired_time: 0.0000000000, propagate_forward_time: 21.2808647156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8173751831
validation[          , genome  7171] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       760.07874, best error:       726.77631 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 282.0925903320s, input_fired_time: 2.7964742184, output_fired_time: 2.4551546574, propagate_forward_time: 107.0287399292, propagate_backward_time: 165.1805419922, weight_update_time: 0.2499065846, other_time: 4.6316528320
epoch time: 23.4147472382s, input_fired_time: 1.3697370291, output_fired_time: 0.0000000000, propagate_forward_time: 21.2055778503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8394317627
validation[          , genome  7171] predictions:    9727/  10000 (97.27%), best:    9773/10000 (97.73%), error:       885.69202, best error:       726.77631 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 284.9335937500s, input_fired_time: 2.8534052372, output_fired_time: 3.5188667774, propagate_forward_time: 107.5228195190, propagate_backward_time: 166.3298645020, weight_update_time: 0.2560346425, other_time: 4.7086486816
epoch time: 22.1079692841s, input_fired_time: 0.3550715148, output_fired_time: 0.0000000000, propagate_forward_time: 20.9325256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8203716278
validation[          , genome  7171] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       705.18622, best error:       705.18622 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 289.6787719727s, input_fired_time: 2.8374941349, output_fired_time: 2.5608439445, propagate_forward_time: 111.7956695557, propagate_backward_time: 167.7309875488, weight_update_time: 0.2647587061, other_time: 4.7537689209
epoch time: 23.2894268036s, input_fired_time: 0.3601857126, output_fired_time: 0.0000000000, propagate_forward_time: 22.0981521606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8310890198
validation[          , genome  7171] predictions:    9791/  10000 (97.91%), best:    9780/10000 (97.80%), error:       726.27637, best error:       705.18622 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 280.8141479492s, input_fired_time: 2.8026912212, output_fired_time: 2.4620292187, propagate_forward_time: 106.8454437256, propagate_backward_time: 163.9084472656, weight_update_time: 0.2494720370, other_time: 4.7955169678
epoch time: 22.1449337006s, input_fired_time: 0.3571378589, output_fired_time: 0.0000000000, propagate_forward_time: 20.9574623108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8303337097
validation[          , genome  7171] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       738.24261, best error:       705.18622 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 281.4538574219s, input_fired_time: 2.8094477654, output_fired_time: 2.4680402279, propagate_forward_time: 104.1778106689, propagate_backward_time: 166.4569549561, weight_update_time: 0.2476383299, other_time: 5.5415954590
epoch time: 22.3699855804s, input_fired_time: 0.3573572040, output_fired_time: 0.0000000000, propagate_forward_time: 21.1533088684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8593196869
validation[          , genome  7171] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       779.03406, best error:       705.18622 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 284.7089538574s, input_fired_time: 2.8398828506, output_fired_time: 2.4821021557, propagate_forward_time: 107.2628860474, propagate_backward_time: 167.2259521484, weight_update_time: 0.2550644279, other_time: 4.8981323242
epoch time: 22.6103420258s, input_fired_time: 0.3584235609, output_fired_time: 0.0000000000, propagate_forward_time: 21.4162578583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8356609344
validation[          , genome  7171] predictions:    9758/  10000 (97.58%), best:    9780/10000 (97.80%), error:       790.08600, best error:       705.18622 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 289.8088378906s, input_fired_time: 2.8632485867, output_fired_time: 2.5343201160, propagate_forward_time: 109.9939956665, propagate_backward_time: 169.5334777832, weight_update_time: 0.2483665198, other_time: 4.8837890625
epoch time: 22.3795833588s, input_fired_time: 0.3551926911, output_fired_time: 0.0000000000, propagate_forward_time: 21.1708679199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8535232544
validation[          , genome  7171] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       713.64984, best error:       705.18622 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 286.0698242188s, input_fired_time: 2.8361408710, output_fired_time: 2.4964540005, propagate_forward_time: 107.1021499634, propagate_backward_time: 168.9419097900, weight_update_time: 0.2487701625, other_time: 4.6931610107
epoch time: 22.3558921814s, input_fired_time: 0.3595236540, output_fired_time: 0.0000000000, propagate_forward_time: 21.1226921082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8736763000
validation[          , genome  7171] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       752.27081, best error:       705.18622 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 282.7698669434s, input_fired_time: 2.8332636356, output_fired_time: 2.5075473785, propagate_forward_time: 104.7323684692, propagate_backward_time: 167.9867248535, weight_update_time: 0.2493527532, other_time: 4.7099914551
epoch time: 22.4736118317s, input_fired_time: 0.3618395627, output_fired_time: 0.0000000000, propagate_forward_time: 21.2840251923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8277473450
validation[          , genome  7171] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       685.34033, best error:       685.34033 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 283.1216125488s, input_fired_time: 2.8659038544, output_fired_time: 2.4940969944, propagate_forward_time: 105.5935211182, propagate_backward_time: 167.2325592041, weight_update_time: 0.2497725338, other_time: 4.9355163574
epoch time: 22.3100166321s, input_fired_time: 0.3609524965, output_fired_time: 0.0000000000, propagate_forward_time: 21.1309127808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8181514740
validation[          , genome  7171] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       652.93164, best error:       652.93164 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 281.1052551270s, input_fired_time: 2.8234162331, output_fired_time: 2.4678232670, propagate_forward_time: 102.8846817017, propagate_backward_time: 168.1786651611, weight_update_time: 0.2516174614, other_time: 4.7506561279
epoch time: 22.3172473907s, input_fired_time: 0.3598871529, output_fired_time: 0.0000000000, propagate_forward_time: 21.1242733002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8330860138
validation[          , genome  7171] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       626.87146, best error:       626.87146 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 292.3241271973s, input_fired_time: 2.8215126991, output_fired_time: 2.4642450809, propagate_forward_time: 113.4146881104, propagate_backward_time: 168.9699096680, weight_update_time: 0.2490560710, other_time: 4.6537933350
epoch time: 23.4680633545s, input_fired_time: 0.3606276512, output_fired_time: 0.0000000000, propagate_forward_time: 22.2703113556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8371238708
validation[          , genome  7171] predictions:    9778/  10000 (97.78%), best:    9811/10000 (98.11%), error:       663.58533, best error:       626.87146 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 280.8930358887s, input_fired_time: 2.8126640320, output_fired_time: 2.4476530552, propagate_forward_time: 106.8454208374, propagate_backward_time: 164.2315063477, weight_update_time: 0.2473431230, other_time: 4.5557861328
epoch time: 22.6735343933s, input_fired_time: 0.3626224101, output_fired_time: 0.0000000000, propagate_forward_time: 21.4626770020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8482341766
validation[          , genome  7171] predictions:    9791/  10000 (97.91%), best:    9811/10000 (98.11%), error:       657.90039, best error:       626.87146 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 285.4983215332s, input_fired_time: 3.8650422096, output_fired_time: 2.4747886658, propagate_forward_time: 105.5742645264, propagate_backward_time: 168.0185241699, weight_update_time: 0.2483876050, other_time: 5.5656890869
epoch time: 23.1010589600s, input_fired_time: 0.3607047498, output_fired_time: 0.0000000000, propagate_forward_time: 21.9574146271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7829399109
validation[          , genome  7171] predictions:    9801/  10000 (98.01%), best:    9811/10000 (98.11%), error:       651.49597, best error:       626.87146 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 285.2992248535s, input_fired_time: 3.9433286190, output_fired_time: 2.4670784473, propagate_forward_time: 107.4564971924, propagate_backward_time: 166.4472198486, weight_update_time: 0.2483136952, other_time: 4.9851074219
epoch time: 22.6461811066s, input_fired_time: 0.3713739514, output_fired_time: 0.0000000000, propagate_forward_time: 21.4199771881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8548297882
validation[          , genome  7171] predictions:    9747/  10000 (97.47%), best:    9811/10000 (98.11%), error:       820.15314, best error:       626.87146 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 288.2687988281s, input_fired_time: 2.8868684769, output_fired_time: 2.5100293159, propagate_forward_time: 107.7001037598, propagate_backward_time: 170.5280151367, weight_update_time: 0.2536715567, other_time: 4.6437683105
epoch time: 22.5660133362s, input_fired_time: 0.3618640006, output_fired_time: 0.0000000000, propagate_forward_time: 21.3859348297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8182144165
validation[          , genome  7171] predictions:    9764/  10000 (97.64%), best:    9811/10000 (98.11%), error:       822.33441, best error:       626.87146 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 281.7543029785s, input_fired_time: 2.8142199516, output_fired_time: 2.4497058392, propagate_forward_time: 104.2184066772, propagate_backward_time: 167.7662963867, weight_update_time: 0.2485499084, other_time: 4.5056762695
epoch time: 23.3171997070s, input_fired_time: 0.3576284051, output_fired_time: 0.0000000000, propagate_forward_time: 22.1293163300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8302555084
validation[          , genome  7171] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       664.99658, best error:       626.87146 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 282.4479980469s, input_fired_time: 2.8212635517, output_fired_time: 2.5021064281, propagate_forward_time: 107.5967330933, propagate_backward_time: 165.0535736084, weight_update_time: 0.2460514754, other_time: 4.4743194580
epoch time: 22.5026607513s, input_fired_time: 0.3549987674, output_fired_time: 0.0000000000, propagate_forward_time: 21.3759307861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7717304230
validation[          , genome  7171] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       641.38220, best error:       626.87146 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 291.7425842285s, input_fired_time: 2.8700156212, output_fired_time: 2.5589847565, propagate_forward_time: 113.7636871338, propagate_backward_time: 168.0201568604, weight_update_time: 0.2555037439, other_time: 4.5297241211
epoch time: 25.1355304718s, input_fired_time: 0.3921533823, output_fired_time: 0.0000000000, propagate_forward_time: 23.9680938721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7752838135
validation[          , genome  7171] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       544.89899, best error:       544.89899 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 286.4415893555s, input_fired_time: 2.8267753124, output_fired_time: 2.5159785748, propagate_forward_time: 109.7753067017, propagate_backward_time: 164.8442077637, weight_update_time: 1.2556855679, other_time: 6.4793090820
epoch time: 30.0277252197s, input_fired_time: 0.5237228870, output_fired_time: 0.0000000000, propagate_forward_time: 28.4859561920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0180454254
validation[          , genome  7171] predictions:    9795/  10000 (97.95%), best:    9835/10000 (98.35%), error:       668.16296, best error:       544.89899 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 287.5348205566s, input_fired_time: 2.8554730415, output_fired_time: 2.4931483269, propagate_forward_time: 108.5323867798, propagate_backward_time: 168.1520385742, weight_update_time: 0.2538656294, other_time: 5.5018005371
epoch time: 23.2631797791s, input_fired_time: 0.3572584391, output_fired_time: 0.0000000000, propagate_forward_time: 22.1106834412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7952384949
validation[          , genome  7171] predictions:    9805/  10000 (98.05%), best:    9835/10000 (98.35%), error:       657.54932, best error:       544.89899 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 293.1907958984s, input_fired_time: 3.8924579620, output_fired_time: 3.4325137138, propagate_forward_time: 110.3956527710, propagate_backward_time: 170.9672393799, weight_update_time: 0.2549326122, other_time: 4.5029144287
epoch time: 21.8294601440s, input_fired_time: 0.3545193374, output_fired_time: 0.0000000000, propagate_forward_time: 20.7099151611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7650260925
validation[          , genome  7171] predictions:    9786/  10000 (97.86%), best:    9835/10000 (98.35%), error:       680.79626, best error:       544.89899 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 283.5948791504s, input_fired_time: 2.8156962395, output_fired_time: 2.4555451870, propagate_forward_time: 105.9610137939, propagate_backward_time: 167.0607147217, weight_update_time: 0.2457029969, other_time: 5.3019104004
epoch time: 22.3239421844s, input_fired_time: 0.3603529632, output_fired_time: 0.0000000000, propagate_forward_time: 20.1852397919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7783489227
validation[          , genome  7171] predictions:    9809/  10000 (98.09%), best:    9835/10000 (98.35%), error:       651.75031, best error:       544.89899 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 291.2602539063s, input_fired_time: 2.9308204651, output_fired_time: 2.5209598541, propagate_forward_time: 109.5729217529, propagate_backward_time: 170.6955566406, weight_update_time: 0.2546543777, other_time: 5.5399932861
epoch time: 22.3213882446s, input_fired_time: 0.3562279344, output_fired_time: 0.0000000000, propagate_forward_time: 21.1870269775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7781333923
validation[          , genome  7171] predictions:    9794/  10000 (97.94%), best:    9835/10000 (98.35%), error:       691.96863, best error:       544.89899 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 283.2324829102s, input_fired_time: 2.8248715401, output_fired_time: 2.4595074654, propagate_forward_time: 111.8109283447, propagate_backward_time: 161.7385711670, weight_update_time: 0.2454699427, other_time: 4.3986206055
epoch time: 22.5517482758s, input_fired_time: 0.3583028018, output_fired_time: 0.0000000000, propagate_forward_time: 21.4195308685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7739143372
validation[          , genome  7171] predictions:    9779/  10000 (97.79%), best:    9835/10000 (98.35%), error:       701.91431, best error:       544.89899 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 285.6662292480s, input_fired_time: 2.8411834240, output_fired_time: 2.4630823135, propagate_forward_time: 108.3266067505, propagate_backward_time: 167.5475158691, weight_update_time: 0.2472566813, other_time: 4.4878540039
epoch time: 23.2863330841s, input_fired_time: 0.3614113331, output_fired_time: 0.0000000000, propagate_forward_time: 22.1304531097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7944679260
validation[          , genome  7171] predictions:    9771/  10000 (97.71%), best:    9835/10000 (98.35%), error:       718.59668, best error:       544.89899 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 287.9066162109s, input_fired_time: 2.8831717968, output_fired_time: 2.5006928444, propagate_forward_time: 107.4425277710, propagate_backward_time: 170.5638580322, weight_update_time: 0.2472587377, other_time: 4.5163421631
epoch time: 22.0324382782s, input_fired_time: 0.3557053804, output_fired_time: 0.0000000000, propagate_forward_time: 20.8816299438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7951030731
validation[          , genome  7171] predictions:    9783/  10000 (97.83%), best:    9835/10000 (98.35%), error:       692.10406, best error:       544.89899 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 283.7657775879s, input_fired_time: 2.8147685528, output_fired_time: 3.4845020771, propagate_forward_time: 106.0092468262, propagate_backward_time: 167.0148315430, weight_update_time: 0.2449968457, other_time: 4.4424438477
epoch time: 23.6205253601s, input_fired_time: 0.3624680042, output_fired_time: 0.0000000000, propagate_forward_time: 22.4515094757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8065471649
validation[          , genome  7171] predictions:    9814/  10000 (98.14%), best:    9835/10000 (98.35%), error:       598.91376, best error:       544.89899 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 282.8508300781s, input_fired_time: 2.8639216423, output_fired_time: 2.4557504654, propagate_forward_time: 105.8790588379, propagate_backward_time: 166.2072143555, weight_update_time: 0.2459091991, other_time: 5.4448852539
epoch time: 22.2410678864s, input_fired_time: 0.3600610197, output_fired_time: 0.0000000000, propagate_forward_time: 21.0983867645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7826194763
validation[          , genome  7171] predictions:    9773/  10000 (97.73%), best:    9835/10000 (98.35%), error:       710.36725, best error:       544.89899 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 282.5922851563s, input_fired_time: 2.8179676533, output_fired_time: 4.1708931923, propagate_forward_time: 103.8872070313, propagate_backward_time: 167.2660675049, weight_update_time: 0.2464732975, other_time: 4.4501495361
epoch time: 22.3790988922s, input_fired_time: 0.3607115448, output_fired_time: 0.0000000000, propagate_forward_time: 20.3023471832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7160396576
validation[          , genome  7171] predictions:    9819/  10000 (98.19%), best:    9835/10000 (98.35%), error:       620.92316, best error:       544.89899 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 284.6449584961s, input_fired_time: 2.8475050926, output_fired_time: 2.4916763306, propagate_forward_time: 110.2512817383, propagate_backward_time: 164.5939331055, weight_update_time: 0.2769317031, other_time: 4.4605712891
epoch time: 23.9600143433s, input_fired_time: 0.3668496013, output_fired_time: 0.0000000000, propagate_forward_time: 22.7558021545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8373622894
validation[          , genome  7171] predictions:    9797/  10000 (97.97%), best:    9835/10000 (98.35%), error:       627.88373, best error:       544.89899 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 283.7624816895s, input_fired_time: 2.8239879608, output_fired_time: 2.4613838196, propagate_forward_time: 108.9191894531, propagate_backward_time: 165.1430969238, weight_update_time: 0.2455118448, other_time: 4.4148254395
epoch time: 22.3754615784s, input_fired_time: 0.3583908081, output_fired_time: 0.0000000000, propagate_forward_time: 21.2309226990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7861480713
validation[          , genome  7171] predictions:    9836/  10000 (98.36%), best:    9835/10000 (98.35%), error:       551.32141, best error:       544.89899 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 283.5859985352s, input_fired_time: 2.8303377628, output_fired_time: 2.4751811028, propagate_forward_time: 105.7492523193, propagate_backward_time: 168.0486145020, weight_update_time: 0.2458756864, other_time: 4.4825897217
epoch time: 22.7406845093s, input_fired_time: 0.3650624156, output_fired_time: 0.0000000000, propagate_forward_time: 21.5938014984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7818202972
validation[          , genome  7171] predictions:    9828/  10000 (98.28%), best:    9835/10000 (98.35%), error:       583.52216, best error:       544.89899 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 295.6747741699s, input_fired_time: 2.9146232605, output_fired_time: 2.5611820221, propagate_forward_time: 111.5267944336, propagate_backward_time: 174.0010223389, weight_update_time: 0.2555117011, other_time: 4.6711578369
epoch time: 22.4137668610s, input_fired_time: 0.3592259884, output_fired_time: 0.0000000000, propagate_forward_time: 21.2683639526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7861766815
validation[          , genome  7171] predictions:    9809/  10000 (98.09%), best:    9835/10000 (98.35%), error:       612.88281, best error:       544.89899 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 296.9338378906s, input_fired_time: 3.9910142422, output_fired_time: 2.5894644260, propagate_forward_time: 112.3068313599, propagate_backward_time: 172.2284088135, weight_update_time: 0.2598579824, other_time: 5.8180999756
epoch time: 24.3216266632s, input_fired_time: 0.4570077360, output_fired_time: 0.0000000000, propagate_forward_time: 23.0505294800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8140888214
validation[          , genome  7171] predictions:    9828/  10000 (98.28%), best:    9835/10000 (98.35%), error:       581.60907, best error:       544.89899 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 291.2218627930s, input_fired_time: 2.9451429844, output_fired_time: 2.5221798420, propagate_forward_time: 108.3504867554, propagate_backward_time: 172.8217620850, weight_update_time: 0.2766784430, other_time: 4.5822906494
epoch time: 22.5368537903s, input_fired_time: 0.3651783168, output_fired_time: 0.0000000000, propagate_forward_time: 21.3826713562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7890033722
validation[          , genome  7171] predictions:    9810/  10000 (98.10%), best:    9835/10000 (98.35%), error:       605.60980, best error:       544.89899 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 282.6610107422s, input_fired_time: 2.8335852623, output_fired_time: 2.4570882320, propagate_forward_time: 106.7104339600, propagate_backward_time: 166.1926574707, weight_update_time: 0.2462972403, other_time: 4.4672393799
epoch time: 22.3133831024s, input_fired_time: 0.3594063222, output_fired_time: 0.0000000000, propagate_forward_time: 21.1784458160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7755317688
validation[          , genome  7171] predictions:    9750/  10000 (97.50%), best:    9835/10000 (98.35%), error:       774.83386, best error:       544.89899 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 290.3585205078s, input_fired_time: 2.9221198559, output_fired_time: 3.5457329750, propagate_forward_time: 108.7845153809, propagate_backward_time: 170.4922485352, weight_update_time: 0.2515117824, other_time: 4.6138916016
epoch time: 22.6163673401s, input_fired_time: 0.3632566929, output_fired_time: 0.0000000000, propagate_forward_time: 21.4838390350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7692718506
validation[          , genome  7171] predictions:    9806/  10000 (98.06%), best:    9835/10000 (98.35%), error:       642.93567, best error:       544.89899 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 289.4385070801s, input_fired_time: 2.9547657967, output_fired_time: 2.5122160912, propagate_forward_time: 107.9953536987, propagate_backward_time: 171.4282379150, weight_update_time: 0.2490398437, other_time: 4.5479278564
epoch time: 22.7131404877s, input_fired_time: 0.3670075238, output_fired_time: 0.0000000000, propagate_forward_time: 21.5686016083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7775306702
validation[          , genome  7171] predictions:    9814/  10000 (98.14%), best:    9835/10000 (98.35%), error:       581.65582, best error:       544.89899 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 283.3420715332s, input_fired_time: 3.8453166485, output_fired_time: 2.4560291767, propagate_forward_time: 107.5659332275, propagate_backward_time: 164.9916992188, weight_update_time: 0.2460593581, other_time: 4.4831085205
epoch time: 27.8094749451s, input_fired_time: 0.4770362377, output_fired_time: 0.0000000000, propagate_forward_time: 26.3146648407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0177745819
validation[          , genome  7171] predictions:    9799/  10000 (97.99%), best:    9835/10000 (98.35%), error:       651.72595, best error:       544.89899 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 283.3672180176s, input_fired_time: 2.8581995964, output_fired_time: 2.4769663811, propagate_forward_time: 107.9402313232, propagate_backward_time: 164.6039123535, weight_update_time: 0.2452276200, other_time: 5.4879302979
epoch time: 29.4642295837s, input_fired_time: 0.4590462446, output_fired_time: 0.0000000000, propagate_forward_time: 28.0464668274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9587173462
validation[          , genome  7171] predictions:    9833/  10000 (98.33%), best:    9835/10000 (98.35%), error:       581.15594, best error:       544.89899 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 286.9332580566s, input_fired_time: 2.8813157082, output_fired_time: 2.4680144787, propagate_forward_time: 109.3944168091, propagate_backward_time: 165.6649322510, weight_update_time: 0.2538962960, other_time: 6.5245819092
epoch time: 22.5716228485s, input_fired_time: 0.3656644821, output_fired_time: 0.0000000000, propagate_forward_time: 21.4271926880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7787666321
validation[          , genome  7171] predictions:    9813/  10000 (98.13%), best:    9835/10000 (98.35%), error:       590.26312, best error:       544.89899 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 288.5427246094s, input_fired_time: 3.9452300072, output_fired_time: 2.4936220646, propagate_forward_time: 108.3403549194, propagate_backward_time: 169.3005218506, weight_update_time: 0.2451146096, other_time: 4.4629974365
epoch time: 22.5262794495s, input_fired_time: 0.3651772738, output_fired_time: 0.0000000000, propagate_forward_time: 21.3860893250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7750129700
validation[          , genome  7171] predictions:    9796/  10000 (97.96%), best:    9835/10000 (98.35%), error:       661.49884, best error:       544.89899 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 292.4113769531s, input_fired_time: 2.9572846889, output_fired_time: 2.5696144104, propagate_forward_time: 111.6661682129, propagate_backward_time: 170.7463378906, weight_update_time: 0.2543600202, other_time: 4.4719848633
epoch time: 22.6220874786s, input_fired_time: 0.3621371984, output_fired_time: 0.0000000000, propagate_forward_time: 21.4881381989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7718124390
validation[          , genome  7171] predictions:    9797/  10000 (97.97%), best:    9835/10000 (98.35%), error:       631.55518, best error:       544.89899 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 290.6853637695s, input_fired_time: 3.9226534367, output_fired_time: 2.5475165844, propagate_forward_time: 110.3331604004, propagate_backward_time: 169.3598327637, weight_update_time: 0.2603466213, other_time: 4.5221862793
epoch time: 26.4968338013s, input_fired_time: 0.4176315069, output_fired_time: 0.0000000000, propagate_forward_time: 25.1969947815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8822078705
validation[          , genome  7171] predictions:    9792/  10000 (97.92%), best:    9835/10000 (98.35%), error:       687.50104, best error:       544.89899 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 289.8427429199s, input_fired_time: 4.9243421555, output_fired_time: 2.5227143764, propagate_forward_time: 110.6036758423, propagate_backward_time: 166.2969818115, weight_update_time: 0.2453198731, other_time: 5.4950408936
epoch time: 22.6706161499s, input_fired_time: 0.3661302328, output_fired_time: 0.0000000000, propagate_forward_time: 21.5246372223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7798480988
validation[          , genome  7171] predictions:    9818/  10000 (98.18%), best:    9835/10000 (98.35%), error:       611.63678, best error:       544.89899 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 284.9014282227s, input_fired_time: 3.8537170887, output_fired_time: 3.4623250961, propagate_forward_time: 103.9355850220, propagate_backward_time: 169.2670440674, weight_update_time: 0.2460015714, other_time: 4.3827667236
epoch time: 22.3154430389s, input_fired_time: 0.3656240106, output_fired_time: 0.0000000000, propagate_forward_time: 21.1729755402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7768440247
validation[          , genome  7171] predictions:    9797/  10000 (97.97%), best:    9835/10000 (98.35%), error:       646.78992, best error:       544.89899 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 289.4070434570s, input_fired_time: 2.9030959606, output_fired_time: 2.5197474957, propagate_forward_time: 109.3364028931, propagate_backward_time: 169.0645294189, weight_update_time: 0.2454948723, other_time: 5.5832672119
epoch time: 22.5674514771s, input_fired_time: 0.3630739748, output_fired_time: 0.0000000000, propagate_forward_time: 21.4296016693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7747764587
validation[          , genome  7171] predictions:    9828/  10000 (98.28%), best:    9835/10000 (98.35%), error:       560.11688, best error:       544.89899 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 283.9436035156s, input_fired_time: 2.8310730457, output_fired_time: 2.4472126961, propagate_forward_time: 104.4030609131, propagate_backward_time: 169.8773345947, weight_update_time: 0.2452372015, other_time: 4.3849182129
epoch time: 22.7105236053s, input_fired_time: 0.3670905828, output_fired_time: 0.0000000000, propagate_forward_time: 21.5602798462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7831535339
validation[          , genome  7171] predictions:    9810/  10000 (98.10%), best:    9835/10000 (98.35%), error:       611.65833, best error:       544.89899 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 294.6071777344s, input_fired_time: 3.9450733662, output_fired_time: 2.5898716450, propagate_forward_time: 113.5073776245, propagate_backward_time: 170.0576171875, weight_update_time: 0.2452108264, other_time: 4.5072326660
epoch time: 23.4398651123s, input_fired_time: 0.3668047786, output_fired_time: 0.0000000000, propagate_forward_time: 22.2894763947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7835845947
validation[          , genome  7171] predictions:    9802/  10000 (98.02%), best:    9835/10000 (98.35%), error:       638.94910, best error:       544.89899 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 282.6454162598s, input_fired_time: 2.8547816277, output_fired_time: 3.4554541111, propagate_forward_time: 106.6273880005, propagate_backward_time: 165.3010711670, weight_update_time: 0.2449060082, other_time: 4.4067535400
epoch time: 22.6407985687s, input_fired_time: 0.3676310778, output_fired_time: 0.0000000000, propagate_forward_time: 20.4919471741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7812194824
validation[          , genome  7171] predictions:    9821/  10000 (98.21%), best:    9835/10000 (98.35%), error:       574.76666, best error:       544.89899 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 283.4491882324s, input_fired_time: 3.7588548660, output_fired_time: 2.4613394737, propagate_forward_time: 106.7548370361, propagate_backward_time: 165.9731750488, weight_update_time: 0.2461336851, other_time: 4.5009918213
epoch time: 22.6869640350s, input_fired_time: 0.3663707674, output_fired_time: 0.0000000000, propagate_forward_time: 21.5361652374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7844276428
validation[          , genome  7171] predictions:    9818/  10000 (98.18%), best:    9835/10000 (98.35%), error:       626.61462, best error:       544.89899 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 284.1885986328s, input_fired_time: 3.8497400284, output_fired_time: 2.4623291492, propagate_forward_time: 105.1171646118, propagate_backward_time: 168.3938751221, weight_update_time: 0.2451851368, other_time: 4.3654937744
epoch time: 24.1083526611s, input_fired_time: 0.3723724186, output_fired_time: 0.0000000000, propagate_forward_time: 21.9455585480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7904224396
validation[          , genome  7171] predictions:    9799/  10000 (97.99%), best:    9835/10000 (98.35%), error:       634.68762, best error:       544.89899 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 291.8623657227s, input_fired_time: 2.9053528309, output_fired_time: 2.5363926888, propagate_forward_time: 111.5983047485, propagate_backward_time: 170.3255767822, weight_update_time: 0.2713283002, other_time: 4.4967193604
epoch time: 22.5541667938s, input_fired_time: 0.3651670814, output_fired_time: 0.0000000000, propagate_forward_time: 21.4145011902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7744979858
validation[          , genome  7171] predictions:    9815/  10000 (98.15%), best:    9835/10000 (98.35%), error:       573.93066, best error:       544.89899 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 284.3710021973s, input_fired_time: 3.8644900322, output_fired_time: 2.4784610271, propagate_forward_time: 106.7762374878, propagate_backward_time: 166.7846984863, weight_update_time: 0.2465582788, other_time: 4.4671020508
epoch time: 22.5769042969s, input_fired_time: 0.3719985485, output_fired_time: 0.0000000000, propagate_forward_time: 21.4322719574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7726345062
validation[          , genome  7171] predictions:    9798/  10000 (97.98%), best:    9835/10000 (98.35%), error:       676.32715, best error:       544.89899 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 300.8488464355s, input_fired_time: 3.0895888805, output_fired_time: 3.6252150536, propagate_forward_time: 113.5508041382, propagate_backward_time: 173.9187316895, weight_update_time: 0.2641432881, other_time: 6.6644897461
epoch time: 22.5379524231s, input_fired_time: 0.3660638928, output_fired_time: 0.0000000000, propagate_forward_time: 21.3903961182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7814922333
validation[          , genome  7171] predictions:    9836/  10000 (98.36%), best:    9835/10000 (98.35%), error:       549.84778, best error:       544.89899 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 284.8800048828s, input_fired_time: 2.8614721298, output_fired_time: 2.4742407799, propagate_forward_time: 110.3969039917, propagate_backward_time: 164.7440490723, weight_update_time: 0.2457501292, other_time: 4.4033203125
epoch time: 22.5502548218s, input_fired_time: 0.3673343956, output_fired_time: 0.0000000000, propagate_forward_time: 21.3924884796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7904319763
validation[          , genome  7171] predictions:    9812/  10000 (98.12%), best:    9835/10000 (98.35%), error:       635.38977, best error:       544.89899 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 290.6212158203s, input_fired_time: 2.8795416355, output_fired_time: 3.5277478695, propagate_forward_time: 110.4099502563, propagate_backward_time: 169.3623199463, weight_update_time: 0.2467185706, other_time: 4.4416656494
epoch time: 22.1480884552s, input_fired_time: 0.3616317511, output_fired_time: 0.0000000000, propagate_forward_time: 21.0218029022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7646541595
validation[          , genome  7171] predictions:    9767/  10000 (97.67%), best:    9835/10000 (98.35%), error:       722.97235, best error:       544.89899 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 283.5840148926s, input_fired_time: 2.8537957668, output_fired_time: 2.4748694897, propagate_forward_time: 108.9881744385, propagate_backward_time: 164.8283233643, weight_update_time: 0.2467993200, other_time: 4.4388427734
epoch time: 22.3844108582s, input_fired_time: 0.3654036224, output_fired_time: 0.0000000000, propagate_forward_time: 21.2401638031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7788429260
validation[          , genome  7171] predictions:    9826/  10000 (98.26%), best:    9835/10000 (98.35%), error:       554.16766, best error:       544.89899 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 291.7695922852s, input_fired_time: 2.8945264816, output_fired_time: 2.5101091862, propagate_forward_time: 113.5354766846, propagate_backward_time: 168.2935180664, weight_update_time: 0.2461394519, other_time: 4.5359649658
epoch time: 22.1233711243s, input_fired_time: 0.3652999401, output_fired_time: 0.0000000000, propagate_forward_time: 20.9899196625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7681522369
validation[          , genome  7171] predictions:    9803/  10000 (98.03%), best:    9835/10000 (98.35%), error:       653.05682, best error:       544.89899 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 287.1152648926s, input_fired_time: 2.8638269901, output_fired_time: 2.4995989799, propagate_forward_time: 107.1056442261, propagate_backward_time: 170.1815948486, weight_update_time: 0.2489225864, other_time: 4.4645843506
epoch time: 24.3879909515s, input_fired_time: 0.3711609542, output_fired_time: 0.0000000000, propagate_forward_time: 23.2403316498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7764987946
validation[          , genome  7171] predictions:    9791/  10000 (97.91%), best:    9835/10000 (98.35%), error:       692.63385, best error:       544.89899 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 295.1940002441s, input_fired_time: 2.9868240356, output_fired_time: 2.5488319397, propagate_forward_time: 111.1778411865, propagate_backward_time: 173.8096466064, weight_update_time: 0.2693026066, other_time: 4.6708679199
epoch time: 22.4928359985s, input_fired_time: 0.3727506101, output_fired_time: 0.0000000000, propagate_forward_time: 21.3310375214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7890472412
validation[          , genome  7171] predictions:    9828/  10000 (98.28%), best:    9828/10000 (98.28%), error:       536.96033, best error:       536.96033 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 282.7227783203s, input_fired_time: 2.8580484390, output_fired_time: 2.4453136921, propagate_forward_time: 104.7887115479, propagate_backward_time: 168.1970214844, weight_update_time: 0.2455079406, other_time: 4.4336700439
epoch time: 22.4888763428s, input_fired_time: 0.3690413535, output_fired_time: 0.0000000000, propagate_forward_time: 21.3467140198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7731208801
validation[          , genome  7171] predictions:    9797/  10000 (97.97%), best:    9828/10000 (98.28%), error:       629.90436, best error:       536.96033 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 286.6923217773s, input_fired_time: 2.9049921036, output_fired_time: 3.4730579853, propagate_forward_time: 106.3683319092, propagate_backward_time: 169.4937133789, weight_update_time: 0.2676747143, other_time: 4.4522247314
epoch time: 22.2227268219s, input_fired_time: 0.3687605560, output_fired_time: 0.0000000000, propagate_forward_time: 21.0753555298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7786102295
validation[          , genome  7171] predictions:    9801/  10000 (98.01%), best:    9828/10000 (98.28%), error:       631.86877, best error:       536.96033 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 292.2197265625s, input_fired_time: 2.9230179787, output_fired_time: 3.5679583549, propagate_forward_time: 107.8685607910, propagate_backward_time: 173.3272705078, weight_update_time: 0.2551546991, other_time: 4.5329284668
epoch time: 23.0853748322s, input_fired_time: 0.3924871087, output_fired_time: 0.0000000000, propagate_forward_time: 21.8944625854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7984256744
validation[          , genome  7171] predictions:    9792/  10000 (97.92%), best:    9828/10000 (98.28%), error:       686.24921, best error:       536.96033 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 295.8762207031s, input_fired_time: 2.9447970390, output_fired_time: 2.5359146595, propagate_forward_time: 110.3766784668, propagate_backward_time: 175.5257720947, weight_update_time: 0.2464469671, other_time: 4.4930572510
epoch time: 22.7277450562s, input_fired_time: 0.3725574911, output_fired_time: 0.0000000000, propagate_forward_time: 21.5698280334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7853603363
validation[          , genome  7171] predictions:    9804/  10000 (98.04%), best:    9828/10000 (98.28%), error:       630.17651, best error:       536.96033 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 298.5750732422s, input_fired_time: 2.9761247635, output_fired_time: 2.5877189636, propagate_forward_time: 111.9867477417, propagate_backward_time: 176.4476776123, weight_update_time: 0.2568431795, other_time: 4.5767974854
epoch time: 22.6231517792s, input_fired_time: 0.4303392172, output_fired_time: 0.0000000000, propagate_forward_time: 21.3852138519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8075981140
validation[          , genome  7171] predictions:    9829/  10000 (98.29%), best:    9828/10000 (98.28%), error:       546.72510, best error:       536.96033 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 296.4694824219s, input_fired_time: 2.9457933903, output_fired_time: 2.5639431477, propagate_forward_time: 113.1766204834, propagate_backward_time: 173.2264556885, weight_update_time: 0.2555613816, other_time: 4.5566711426
epoch time: 22.5561676025s, input_fired_time: 0.3701135814, output_fired_time: 0.0000000000, propagate_forward_time: 21.4085655212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7774887085
validation[          , genome  7171] predictions:    9827/  10000 (98.27%), best:    9828/10000 (98.28%), error:       563.23547, best error:       536.96033 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 283.6055603027s, input_fired_time: 2.8678896427, output_fired_time: 2.4734983444, propagate_forward_time: 109.9258193970, propagate_backward_time: 163.9327850342, weight_update_time: 0.2459688932, other_time: 4.4055633545
epoch time: 23.8221664429s, input_fired_time: 0.3720112443, output_fired_time: 0.0000000000, propagate_forward_time: 22.6650218964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7851333618
validation[          , genome  7171] predictions:    9827/  10000 (98.27%), best:    9828/10000 (98.28%), error:       558.06097, best error:       536.96033 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 283.3786010742s, input_fired_time: 2.8537514210, output_fired_time: 2.4624638557, propagate_forward_time: 105.0220794678, propagate_backward_time: 168.6537017822, weight_update_time: 0.2448482513, other_time: 4.3865966797
epoch time: 26.0366420746s, input_fired_time: 0.4442849755, output_fired_time: 0.0000000000, propagate_forward_time: 24.6997528076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8926048279
validation[          , genome  7171] predictions:    9825/  10000 (98.25%), best:    9828/10000 (98.28%), error:       588.49146, best error:       536.96033 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 295.3258056641s, input_fired_time: 2.9625921249, output_fired_time: 2.5348188877, propagate_forward_time: 111.1990280151, propagate_backward_time: 173.0842742920, weight_update_time: 0.2551357448, other_time: 5.5450897217
epoch time: 22.7292575836s, input_fired_time: 0.3719613254, output_fired_time: 0.0000000000, propagate_forward_time: 21.5812301636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7760658264
validation[          , genome  7171] predictions:    9796/  10000 (97.96%), best:    9828/10000 (98.28%), error:       673.32635, best error:       536.96033 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 289.8473815918s, input_fired_time: 2.9200623035, output_fired_time: 2.5172836781, propagate_forward_time: 108.1525802612, propagate_backward_time: 171.7953948975, weight_update_time: 0.2450819910, other_time: 4.4620513916
epoch time: 22.7082252502s, input_fired_time: 0.3733014166, output_fired_time: 0.0000000000, propagate_forward_time: 21.5425567627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7923679352
validation[          , genome  7171] predictions:    9835/  10000 (98.35%), best:    9828/10000 (98.28%), error:       560.03937, best error:       536.96033 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 283.4903564453s, input_fired_time: 2.8764572144, output_fired_time: 2.4671661854, propagate_forward_time: 108.1037521362, propagate_backward_time: 165.6546936035, weight_update_time: 0.2448541969, other_time: 4.3882751465
epoch time: 22.4123630524s, input_fired_time: 0.3724916577, output_fired_time: 0.0000000000, propagate_forward_time: 21.2594432831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7804279327
validation[          , genome  7171] predictions:    9835/  10000 (98.35%), best:    9828/10000 (98.28%), error:       574.32159, best error:       536.96033 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 292.6749572754s, input_fired_time: 3.0294270515, output_fired_time: 2.5798499584, propagate_forward_time: 108.3813095093, propagate_backward_time: 174.0911102295, weight_update_time: 0.2561997771, other_time: 4.5932464600
epoch time: 24.8303375244s, input_fired_time: 0.4027365446, output_fired_time: 0.0000000000, propagate_forward_time: 23.5548534393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8727474213
validation[          , genome  7171] predictions:    9824/  10000 (98.24%), best:    9828/10000 (98.28%), error:       616.27496, best error:       536.96033 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 290.2060241699s, input_fired_time: 2.9349715710, output_fired_time: 2.5644044876, propagate_forward_time: 109.3259201050, propagate_backward_time: 169.7786712646, weight_update_time: 0.2449343950, other_time: 5.6020660400
epoch time: 23.7854328156s, input_fired_time: 1.3847701550, output_fired_time: 0.0000000000, propagate_forward_time: 21.6181583405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7825050354
validation[          , genome  7171] predictions:    9779/  10000 (97.79%), best:    9828/10000 (98.28%), error:       691.81635, best error:       536.96033 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 292.8569641113s, input_fired_time: 2.9568440914, output_fired_time: 2.5597822666, propagate_forward_time: 108.7583236694, propagate_backward_time: 174.0502624512, weight_update_time: 0.2554099560, other_time: 4.5317382813
epoch time: 22.6092185974s, input_fired_time: 0.3760223389, output_fired_time: 0.0000000000, propagate_forward_time: 21.4521617889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7810344696
validation[          , genome  7171] predictions:    9818/  10000 (98.18%), best:    9828/10000 (98.28%), error:       602.24390, best error:       536.96033 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 295.8465881348s, input_fired_time: 2.9792895317, output_fired_time: 2.6105539799, propagate_forward_time: 112.7970123291, propagate_backward_time: 172.8908386230, weight_update_time: 0.2450842857, other_time: 4.5688934326
epoch time: 22.6309299469s, input_fired_time: 0.3701677918, output_fired_time: 0.0000000000, propagate_forward_time: 21.4939899445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7667713165
validation[          , genome  7171] predictions:    9842/  10000 (98.42%), best:    9828/10000 (98.28%), error:       547.68677, best error:       536.96033 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 283.6184997559s, input_fired_time: 2.8829040527, output_fired_time: 2.4688782692, propagate_forward_time: 107.0832214355, propagate_backward_time: 164.8445892334, weight_update_time: 1.1547373533, other_time: 6.3389129639
epoch time: 22.4775161743s, input_fired_time: 0.3709278405, output_fired_time: 0.0000000000, propagate_forward_time: 21.3350257874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7715625763
validation[          , genome  7171] predictions:    9827/  10000 (98.27%), best:    9828/10000 (98.28%), error:       566.17340, best error:       536.96033 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 283.3463439941s, input_fired_time: 2.8765108585, output_fired_time: 2.4788486958, propagate_forward_time: 106.8327178955, propagate_backward_time: 166.7682800293, weight_update_time: 0.2460739166, other_time: 4.3899688721
epoch time: 28.8338298798s, input_fired_time: 0.4448358417, output_fired_time: 0.0000000000, propagate_forward_time: 27.4007968903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9881973267
validation[          , genome  7171] predictions:    9798/  10000 (97.98%), best:    9828/10000 (98.28%), error:       629.28149, best error:       536.96033 on epoch:    83, 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: 114.0830917358s, input_fired_time: 1.8785336018, output_fired_time: 0.0000000000, propagate_forward_time: 108.2181472778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9864120483
best training[          , genome  7171] predictions:   49930/  50000 (99.86%), best:    9828/10000 (98.28%), error:       586.11554, best error:       536.96033 on epoch:    83, 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: 22.4920558929s, input_fired_time: 0.3677497506, output_fired_time: 0.0000000000, propagate_forward_time: 21.3317127228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7925930023
   testing[          , genome  7171] predictions:    9847/  10000 (98.47%), best:    9828/10000 (98.28%), error:       516.30621, best error:       536.96033 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:53:46 (5160): called boinc_finish(0)

</stderr_txt>
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