Nameexact_genome_1541847006_185_5469_3
Workunit4078411
Created13 Nov 2018, 11:54:18 UTC
Sent13 Nov 2018, 12:25:46 UTC
Report deadline9 Jan 2019, 5:35:25 UTC
Received18 Nov 2018, 9:16:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID75310
Run time21 hours 24 min 48 sec
CPU time21 hours 24 min 48 sec
Validate stateValid
Credit14,178.76
Device peak FLOPS3.28 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size503.07 MB
Peak swap size505.64 MB
Peak disk usage4.51 MB

Stderr output

<core_client_version>7.9.3</core_client_version>
<![CDATA[
<stderr_txt>
39135742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5491104126
validation[          , genome  5469] predictions:    5232/  10000 (52.32%), best:    5228/10000 (52.28%), error:     14729.11230, best error:     14656.55859 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 694.2689819336s, input_fired_time: 5.4663581848, output_fired_time: 3.3880109787, propagate_forward_time: 258.1532592773, propagate_backward_time: 418.2125549316, weight_update_time: 0.9660543203, other_time: 9.0487976074
epoch time: 52.5273017883s, input_fired_time: 0.5947223306, output_fired_time: 0.0000000000, propagate_forward_time: 50.4215278625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5110511780
validation[          , genome  5469] predictions:    5096/  10000 (50.96%), best:    5228/10000 (52.28%), error:     14962.37793, best error:     14656.55859 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 709.0854492188s, input_fired_time: 5.6440601349, output_fired_time: 3.4771986008, propagate_forward_time: 263.1981811523, propagate_backward_time: 426.7936401367, weight_update_time: 0.9938007593, other_time: 9.9724121094
epoch time: 55.0209960938s, input_fired_time: 0.6117591262, output_fired_time: 0.0000000000, propagate_forward_time: 52.7864151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6228218079
validation[          , genome  5469] predictions:    5114/  10000 (51.14%), best:    5228/10000 (52.28%), error:     15567.11914, best error:     14656.55859 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 705.3704833984s, input_fired_time: 5.5687251091, output_fired_time: 3.4416573048, propagate_forward_time: 262.6434936523, propagate_backward_time: 424.1877441406, weight_update_time: 0.9786369205, other_time: 9.5288696289
epoch time: 55.0432662964s, input_fired_time: 0.6173131466, output_fired_time: 0.0000000000, propagate_forward_time: 52.7594871521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6664657593
validation[          , genome  5469] predictions:    5117/  10000 (51.17%), best:    5228/10000 (52.28%), error:     15252.31543, best error:     14656.55859 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 700.3836059570s, input_fired_time: 5.5203528404, output_fired_time: 3.4228365421, propagate_forward_time: 260.1223449707, propagate_backward_time: 422.0025329590, weight_update_time: 0.9731577635, other_time: 9.3155517578
epoch time: 53.6185417175s, input_fired_time: 0.6007345915, output_fired_time: 0.0000000000, propagate_forward_time: 51.4809799194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5368270874
validation[          , genome  5469] predictions:    5108/  10000 (51.08%), best:    5228/10000 (52.28%), error:     15111.55273, best error:     14656.55859 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 692.8973999023s, input_fired_time: 5.4618964195, output_fired_time: 3.3701937199, propagate_forward_time: 257.6371765137, propagate_backward_time: 417.4148254395, weight_update_time: 0.9635405540, other_time: 9.0133056641
epoch time: 53.9313888550s, input_fired_time: 0.6062588692, output_fired_time: 0.0000000000, propagate_forward_time: 51.7830467224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5420837402
validation[          , genome  5469] predictions:    5166/  10000 (51.66%), best:    5228/10000 (52.28%), error:     14730.77832, best error:     14656.55859 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 703.2019653320s, input_fired_time: 5.6001901627, output_fired_time: 3.4318251610, propagate_forward_time: 261.5456542969, propagate_backward_time: 423.0688171387, weight_update_time: 0.9771887064, other_time: 9.5554504395
epoch time: 56.3689613342s, input_fired_time: 0.6440966725, output_fired_time: 0.0000000000, propagate_forward_time: 53.9861488342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7387161255
validation[          , genome  5469] predictions:    5430/  10000 (54.30%), best:    5430/10000 (54.30%), error:     14013.19531, best error:     14013.19531 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 713.4406738281s, input_fired_time: 5.6932864189, output_fired_time: 3.4996480942, propagate_forward_time: 265.3222351074, propagate_backward_time: 429.1146545410, weight_update_time: 0.9851340652, other_time: 9.8108520508
epoch time: 56.7632102966s, input_fired_time: 0.6503320336, output_fired_time: 0.0000000000, propagate_forward_time: 54.3250961304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7877807617
validation[          , genome  5469] predictions:    5163/  10000 (51.63%), best:    5430/10000 (54.30%), error:     14945.33203, best error:     14013.19531 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 699.1643676758s, input_fired_time: 5.4843020439, output_fired_time: 3.3739590645, propagate_forward_time: 257.1311950684, propagate_backward_time: 424.0292358398, weight_update_time: 0.9579937458, other_time: 9.1456604004
epoch time: 55.0779380798s, input_fired_time: 0.6258406043, output_fired_time: 0.0000000000, propagate_forward_time: 52.8951721191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5569267273
validation[          , genome  5469] predictions:    5356/  10000 (53.56%), best:    5430/10000 (54.30%), error:     14103.77246, best error:     14013.19531 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 705.2121582031s, input_fired_time: 5.5759053230, output_fired_time: 3.4284269810, propagate_forward_time: 262.7455139160, propagate_backward_time: 424.3811340332, weight_update_time: 0.9739343524, other_time: 9.0811767578
epoch time: 54.7128906250s, input_fired_time: 0.6276170611, output_fired_time: 0.0000000000, propagate_forward_time: 52.5192604065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5660133362
validation[          , genome  5469] predictions:    5438/  10000 (54.38%), best:    5438/10000 (54.38%), error:     13786.60742, best error:     13786.60742 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 704.7551879883s, input_fired_time: 5.5542812347, output_fired_time: 3.4115645885, propagate_forward_time: 262.0936584473, propagate_backward_time: 424.5759582520, weight_update_time: 0.9751366377, other_time: 9.1197509766
epoch time: 54.7537460327s, input_fired_time: 0.6144976616, output_fired_time: 0.0000000000, propagate_forward_time: 52.5950927734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5441551208
validation[          , genome  5469] predictions:    5261/  10000 (52.61%), best:    5438/10000 (54.38%), error:     14642.30566, best error:     13786.60742 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 704.1844482422s, input_fired_time: 5.5555319786, output_fired_time: 3.4111783504, propagate_forward_time: 261.7571105957, propagate_backward_time: 424.4017944336, weight_update_time: 0.9763109088, other_time: 9.0588073730
epoch time: 54.3034820557s, input_fired_time: 0.6183589101, output_fired_time: 0.0000000000, propagate_forward_time: 52.1411895752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5439338684
validation[          , genome  5469] predictions:    5236/  10000 (52.36%), best:    5438/10000 (54.38%), error:     14393.93848, best error:     13786.60742 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 706.4371948242s, input_fired_time: 5.5807199478, output_fired_time: 3.4240548611, propagate_forward_time: 262.5808105469, propagate_backward_time: 425.7654418945, weight_update_time: 0.9750360250, other_time: 9.0861206055
epoch time: 54.9732627869s, input_fired_time: 0.6308875680, output_fired_time: 0.0000000000, propagate_forward_time: 52.7995071411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428695679
validation[          , genome  5469] predictions:    5267/  10000 (52.67%), best:    5438/10000 (54.38%), error:     14953.23535, best error:     13786.60742 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 704.5108642578s, input_fired_time: 5.5832071304, output_fired_time: 3.4195542336, propagate_forward_time: 262.2076721191, propagate_backward_time: 424.1942443848, weight_update_time: 0.9734232426, other_time: 9.1062011719
epoch time: 54.4686470032s, input_fired_time: 0.6211214066, output_fired_time: 0.0000000000, propagate_forward_time: 52.3058929443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5416336060
validation[          , genome  5469] predictions:    5103/  10000 (51.03%), best:    5438/10000 (54.38%), error:     15364.32129, best error:     13786.60742 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 702.3990478516s, input_fired_time: 5.5666174889, output_fired_time: 3.4125263691, propagate_forward_time: 261.2919006348, propagate_backward_time: 423.1010742188, weight_update_time: 0.9719595909, other_time: 9.0269470215
epoch time: 54.2771911621s, input_fired_time: 0.6183528304, output_fired_time: 0.0000000000, propagate_forward_time: 52.1181564331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5406837463
validation[          , genome  5469] predictions:    5457/  10000 (54.57%), best:    5457/10000 (54.57%), error:     13783.94238, best error:     13783.94238 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 705.3905639648s, input_fired_time: 5.5901474953, output_fired_time: 3.4225215912, propagate_forward_time: 262.5113525391, propagate_backward_time: 424.7854919434, weight_update_time: 0.9748345017, other_time: 9.0810241699
epoch time: 54.3531455994s, input_fired_time: 0.6278958321, output_fired_time: 0.0000000000, propagate_forward_time: 52.1833686829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5418815613
validation[          , genome  5469] predictions:    5633/  10000 (56.33%), best:    5633/10000 (56.33%), error:     13078.99805, best error:     13078.99805 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 704.4697265625s, input_fired_time: 5.5974197388, output_fired_time: 3.4128479958, propagate_forward_time: 261.7816772461, propagate_backward_time: 424.5632629395, weight_update_time: 0.9732049704, other_time: 9.1145324707
epoch time: 54.3568572998s, input_fired_time: 0.6274684668, output_fired_time: 0.0000000000, propagate_forward_time: 52.1913070679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380821228
validation[          , genome  5469] predictions:    5547/  10000 (55.47%), best:    5633/10000 (56.33%), error:     13562.15723, best error:     13078.99805 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 703.8004150391s, input_fired_time: 5.6087670326, output_fired_time: 3.4124386311, propagate_forward_time: 261.3856201172, propagate_backward_time: 424.3367004395, weight_update_time: 0.9717327356, other_time: 9.0569152832
epoch time: 54.5439224243s, input_fired_time: 0.6369923949, output_fired_time: 0.0000000000, propagate_forward_time: 52.3658828735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5410461426
validation[          , genome  5469] predictions:    5586/  10000 (55.86%), best:    5633/10000 (56.33%), error:     13375.47559, best error:     13078.99805 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 704.9942626953s, input_fired_time: 5.6042189598, output_fired_time: 3.4121792316, propagate_forward_time: 262.2242431641, propagate_backward_time: 424.7019958496, weight_update_time: 0.9726552963, other_time: 9.0516052246
epoch time: 54.5051956177s, input_fired_time: 0.6334269047, output_fired_time: 0.0000000000, propagate_forward_time: 52.3241615295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5476074219
validation[          , genome  5469] predictions:    5349/  10000 (53.49%), best:    5633/10000 (56.33%), error:     14240.16211, best error:     13078.99805 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 704.9684448242s, input_fired_time: 5.6260008812, output_fired_time: 3.4148473740, propagate_forward_time: 262.1755371094, propagate_backward_time: 424.6267395020, weight_update_time: 0.9752051234, other_time: 9.1253356934
epoch time: 54.9828605652s, input_fired_time: 0.6374326944, output_fired_time: 0.0000000000, propagate_forward_time: 52.7936935425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5517349243
validation[          , genome  5469] predictions:    5428/  10000 (54.28%), best:    5633/10000 (56.33%), error:     14320.06543, best error:     13078.99805 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 705.5773315430s, input_fired_time: 5.6205873489, output_fired_time: 3.4159352779, propagate_forward_time: 262.3807067871, propagate_backward_time: 425.0458679199, weight_update_time: 0.9751520753, other_time: 9.1141967773
epoch time: 54.6657905579s, input_fired_time: 0.6270848513, output_fired_time: 0.0000000000, propagate_forward_time: 52.4958457947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428581238
validation[          , genome  5469] predictions:    5440/  10000 (54.40%), best:    5633/10000 (56.33%), error:     13917.29980, best error:     13078.99805 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 702.5145263672s, input_fired_time: 5.6231389046, output_fired_time: 3.4116971493, propagate_forward_time: 261.4090576172, propagate_backward_time: 423.0323791504, weight_update_time: 0.9749488235, other_time: 9.0382385254
epoch time: 54.5428085327s, input_fired_time: 0.6359391809, output_fired_time: 0.0000000000, propagate_forward_time: 52.3568725586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5499954224
validation[          , genome  5469] predictions:    5666/  10000 (56.66%), best:    5666/10000 (56.66%), error:     13019.28223, best error:     13019.28223 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 704.8834228516s, input_fired_time: 5.6572914124, output_fired_time: 3.4426801205, propagate_forward_time: 262.1552124023, propagate_backward_time: 424.5596618652, weight_update_time: 0.9729171991, other_time: 9.0685729980
epoch time: 54.7059211731s, input_fired_time: 0.6318340898, output_fired_time: 0.0000000000, propagate_forward_time: 52.5254859924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5485992432
validation[          , genome  5469] predictions:    5595/  10000 (55.95%), best:    5666/10000 (56.66%), error:     13265.97363, best error:     13019.28223 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 703.4050903320s, input_fired_time: 5.6651096344, output_fired_time: 3.4046785831, propagate_forward_time: 261.4614257812, propagate_backward_time: 423.8257446289, weight_update_time: 0.9727967381, other_time: 9.0481567383
epoch time: 54.4010963440s, input_fired_time: 0.6403341293, output_fired_time: 0.0000000000, propagate_forward_time: 52.2247810364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5359802246
validation[          , genome  5469] predictions:    5780/  10000 (57.80%), best:    5780/10000 (57.80%), error:     12820.14355, best error:     12820.14355 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 704.2034301758s, input_fired_time: 5.6524238586, output_fired_time: 3.4216973782, propagate_forward_time: 262.0552673340, propagate_backward_time: 424.0183715820, weight_update_time: 0.9734387994, other_time: 9.0556945801
epoch time: 55.1547508240s, input_fired_time: 0.6438006759, output_fired_time: 0.0000000000, propagate_forward_time: 52.9549903870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5559616089
validation[          , genome  5469] predictions:    5553/  10000 (55.53%), best:    5780/10000 (57.80%), error:     13871.03711, best error:     12820.14355 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 704.4583740234s, input_fired_time: 5.6477065086, output_fired_time: 3.4222750664, propagate_forward_time: 262.0178527832, propagate_backward_time: 424.2687683105, weight_update_time: 0.9740278125, other_time: 9.1017456055
epoch time: 54.5900115967s, input_fired_time: 0.6422821879, output_fired_time: 0.0000000000, propagate_forward_time: 52.3998069763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5479240417
validation[          , genome  5469] predictions:    5587/  10000 (55.87%), best:    5780/10000 (57.80%), error:     13549.00977, best error:     12820.14355 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 704.6762695312s, input_fired_time: 5.6498303413, output_fired_time: 3.4160034657, propagate_forward_time: 261.9395751953, propagate_backward_time: 424.6092529297, weight_update_time: 0.9734964967, other_time: 9.0615844727
epoch time: 55.0161628723s, input_fired_time: 0.6432909369, output_fired_time: 0.0000000000, propagate_forward_time: 52.8140716553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5587997437
validation[          , genome  5469] predictions:    5526/  10000 (55.26%), best:    5780/10000 (57.80%), error:     13675.07129, best error:     12820.14355 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 703.0824584961s, input_fired_time: 5.6833262444, output_fired_time: 3.4118621349, propagate_forward_time: 261.4012145996, propagate_backward_time: 423.4682922363, weight_update_time: 0.9716631770, other_time: 9.1177368164
epoch time: 56.0940513611s, input_fired_time: 0.6471561790, output_fired_time: 0.0000000000, propagate_forward_time: 53.8700408936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5768547058
validation[          , genome  5469] predictions:    5504/  10000 (55.04%), best:    5780/10000 (57.80%), error:     13820.14551, best error:     12820.14355 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 703.3844604492s, input_fired_time: 5.6587648392, output_fired_time: 3.4121916294, propagate_forward_time: 261.6746826172, propagate_backward_time: 423.5761718750, weight_update_time: 0.9775173068, other_time: 9.0626831055
epoch time: 54.3422622681s, input_fired_time: 0.6420387626, output_fired_time: 0.0000000000, propagate_forward_time: 52.1581306458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5420913696
validation[          , genome  5469] predictions:    5590/  10000 (55.90%), best:    5780/10000 (57.80%), error:     13533.47559, best error:     12820.14355 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 703.4661254883s, input_fired_time: 5.6728410721, output_fired_time: 3.4161276817, propagate_forward_time: 261.4920043945, propagate_backward_time: 423.8182983398, weight_update_time: 0.9747092128, other_time: 9.0668334961
epoch time: 54.7322235107s, input_fired_time: 0.6459773779, output_fired_time: 0.0000000000, propagate_forward_time: 52.5324325562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5538139343
validation[          , genome  5469] predictions:    5635/  10000 (56.35%), best:    5780/10000 (57.80%), error:     13329.35449, best error:     12820.14355 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 701.6848144531s, input_fired_time: 5.6480064392, output_fired_time: 3.4022607803, propagate_forward_time: 260.7128601074, propagate_backward_time: 422.8911437988, weight_update_time: 0.9772284627, other_time: 9.0305175781
epoch time: 54.4588928223s, input_fired_time: 0.6484435797, output_fired_time: 0.0000000000, propagate_forward_time: 52.2635917664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5468559265
validation[          , genome  5469] predictions:    5607/  10000 (56.07%), best:    5780/10000 (57.80%), error:     13698.00977, best error:     12820.14355 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 704.3259277344s, input_fired_time: 5.6772794724, output_fired_time: 3.4140245914, propagate_forward_time: 262.0594787598, propagate_backward_time: 424.0895080566, weight_update_time: 0.9740241170, other_time: 9.0856323242
epoch time: 54.4172668457s, input_fired_time: 0.6448248625, output_fired_time: 0.0000000000, propagate_forward_time: 52.2332916260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5391502380
validation[          , genome  5469] predictions:    5574/  10000 (55.74%), best:    5780/10000 (57.80%), error:     13251.84180, best error:     12820.14355 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 704.5352172852s, input_fired_time: 5.6727242470, output_fired_time: 3.4152309895, propagate_forward_time: 262.2216491699, propagate_backward_time: 424.1629028320, weight_update_time: 0.9751091003, other_time: 9.0627136230
epoch time: 54.3945465088s, input_fired_time: 0.6455559134, output_fired_time: 0.0000000000, propagate_forward_time: 52.2103118896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5386772156
validation[          , genome  5469] predictions:    5653/  10000 (56.53%), best:    5780/10000 (57.80%), error:     13098.76953, best error:     12820.14355 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 704.6665649414s, input_fired_time: 5.7094578743, output_fired_time: 3.4273157120, propagate_forward_time: 262.2247619629, propagate_backward_time: 424.2064208984, weight_update_time: 0.9808265567, other_time: 9.0986022949
epoch time: 54.6328697205s, input_fired_time: 0.6459572911, output_fired_time: 0.0000000000, propagate_forward_time: 52.4425888062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5443229675
validation[          , genome  5469] predictions:    5612/  10000 (56.12%), best:    5780/10000 (57.80%), error:     13244.91602, best error:     12820.14355 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 702.4448852539s, input_fired_time: 5.7008690834, output_fired_time: 3.4088075161, propagate_forward_time: 260.9550476074, propagate_backward_time: 423.3246765137, weight_update_time: 0.9776895642, other_time: 9.0554809570
epoch time: 54.9406127930s, input_fired_time: 0.6486079693, output_fired_time: 0.0000000000, propagate_forward_time: 52.7427902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5492134094
validation[          , genome  5469] predictions:    5795/  10000 (57.95%), best:    5780/10000 (57.80%), error:     12875.15625, best error:     12820.14355 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 705.9484252930s, input_fired_time: 5.6937665939, output_fired_time: 3.4219462872, propagate_forward_time: 262.1216735840, propagate_backward_time: 425.6306762695, weight_update_time: 0.9745808840, other_time: 9.0803527832
epoch time: 54.6835250854s, input_fired_time: 0.6651748419, output_fired_time: 0.0000000000, propagate_forward_time: 52.4719390869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5464096069
validation[          , genome  5469] predictions:    5845/  10000 (58.45%), best:    5845/10000 (58.45%), error:     12505.03516, best error:     12505.03516 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 704.8718872070s, input_fired_time: 5.7036166191, output_fired_time: 3.4223856926, propagate_forward_time: 262.0127868652, propagate_backward_time: 424.6443176270, weight_update_time: 0.9740413427, other_time: 9.0888061523
epoch time: 54.5447654724s, input_fired_time: 0.6464111209, output_fired_time: 0.0000000000, propagate_forward_time: 52.3284950256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5698585510
validation[          , genome  5469] predictions:    5752/  10000 (57.52%), best:    5845/10000 (58.45%), error:     12749.08203, best error:     12505.03516 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 705.2615356445s, input_fired_time: 5.7073621750, output_fired_time: 3.4213731289, propagate_forward_time: 262.4265747070, propagate_backward_time: 424.6000366211, weight_update_time: 0.9785764217, other_time: 9.1062011719
epoch time: 54.4639358521s, input_fired_time: 0.6473885775, output_fired_time: 0.0000000000, propagate_forward_time: 52.2771301270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5394172668
validation[          , genome  5469] predictions:    5731/  10000 (57.31%), best:    5845/10000 (58.45%), error:     12859.75977, best error:     12505.03516 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 702.8309326172s, input_fired_time: 5.6914505959, output_fired_time: 3.4098949432, propagate_forward_time: 261.3270568848, propagate_backward_time: 423.3608703613, weight_update_time: 0.9728326201, other_time: 9.0416259766
epoch time: 54.3323783875s, input_fired_time: 0.6505115032, output_fired_time: 0.0000000000, propagate_forward_time: 52.1373825073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5444831848
validation[          , genome  5469] predictions:    5815/  10000 (58.15%), best:    5845/10000 (58.45%), error:     12601.14453, best error:     12505.03516 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 705.0342407227s, input_fired_time: 5.7394781113, output_fired_time: 3.4157505035, propagate_forward_time: 262.2896728516, propagate_backward_time: 424.5477600098, weight_update_time: 0.9751204848, other_time: 9.0415344238
epoch time: 54.5321311951s, input_fired_time: 0.6592900753, output_fired_time: 0.0000000000, propagate_forward_time: 52.3279457092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5448951721
validation[          , genome  5469] predictions:    5697/  10000 (56.97%), best:    5845/10000 (58.45%), error:     13095.59277, best error:     12505.03516 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 705.2707519531s, input_fired_time: 5.7145590782, output_fired_time: 3.4418618679, propagate_forward_time: 262.7592773438, propagate_backward_time: 424.3019714355, weight_update_time: 0.9738628268, other_time: 9.0531311035
epoch time: 54.6447372437s, input_fired_time: 0.6542593241, output_fired_time: 0.0000000000, propagate_forward_time: 52.4152870178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5751914978
validation[          , genome  5469] predictions:    5887/  10000 (58.87%), best:    5887/10000 (58.87%), error:     12415.23926, best error:     12415.23926 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 702.9783325195s, input_fired_time: 5.7046246529, output_fired_time: 3.4348022938, propagate_forward_time: 261.2812500000, propagate_backward_time: 423.5165710449, weight_update_time: 0.9778813124, other_time: 9.0410461426
epoch time: 54.3444633484s, input_fired_time: 0.6519871354, output_fired_time: 0.0000000000, propagate_forward_time: 52.1581001282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5343742371
validation[          , genome  5469] predictions:    5727/  10000 (57.27%), best:    5887/10000 (58.87%), error:     13125.59473, best error:     12415.23926 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 702.0661621094s, input_fired_time: 5.7134518623, output_fired_time: 3.4313538074, propagate_forward_time: 260.8017272949, propagate_backward_time: 423.0918579102, weight_update_time: 0.9748117924, other_time: 9.0278015137
epoch time: 54.3112907410s, input_fired_time: 0.6500990987, output_fired_time: 0.0000000000, propagate_forward_time: 52.1273536682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5338363647
validation[          , genome  5469] predictions:    5949/  10000 (59.49%), best:    5949/10000 (59.49%), error:     12347.25195, best error:     12347.25195 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 707.9786987305s, input_fired_time: 5.7900404930, output_fired_time: 3.4326438904, propagate_forward_time: 263.9426574707, propagate_backward_time: 425.6943054199, weight_update_time: 0.9761718512, other_time: 9.1190795898
epoch time: 55.3978118896s, input_fired_time: 0.6679848433, output_fired_time: 0.0000000000, propagate_forward_time: 53.1739768982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5558509827
validation[          , genome  5469] predictions:    5870/  10000 (58.70%), best:    5949/10000 (59.49%), error:     12714.60840, best error:     12347.25195 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 707.0274658203s, input_fired_time: 5.7425255775, output_fired_time: 3.4228644371, propagate_forward_time: 263.1372680664, propagate_backward_time: 425.5965270996, weight_update_time: 0.9981038570, other_time: 9.1282653809
epoch time: 54.5040245056s, input_fired_time: 0.6544461250, output_fired_time: 0.0000000000, propagate_forward_time: 52.3069572449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5426216125
validation[          , genome  5469] predictions:    5894/  10000 (58.94%), best:    5894/10000 (58.94%), error:     12344.63672, best error:     12344.63672 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 703.1082763672s, input_fired_time: 5.7339897156, output_fired_time: 3.4105529785, propagate_forward_time: 261.4380798340, propagate_backward_time: 423.4942321777, weight_update_time: 0.9727147222, other_time: 9.0314331055
epoch time: 54.5837173462s, input_fired_time: 0.6586744189, output_fired_time: 0.0000000000, propagate_forward_time: 52.3863372803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5387039185
validation[          , genome  5469] predictions:    5895/  10000 (58.95%), best:    5894/10000 (58.94%), error:     12597.91797, best error:     12344.63672 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 703.0120239258s, input_fired_time: 5.7638010979, output_fired_time: 3.4075195789, propagate_forward_time: 261.4236755371, propagate_backward_time: 423.3857727051, weight_update_time: 0.9712181687, other_time: 9.0312500000
epoch time: 54.5823783875s, input_fired_time: 0.6638382077, output_fired_time: 0.0000000000, propagate_forward_time: 52.3529090881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5656318665
validation[          , genome  5469] predictions:    5861/  10000 (58.61%), best:    5894/10000 (58.94%), error:     12575.30078, best error:     12344.63672 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 6557.1342773438s, input_fired_time: 5.7528686523, output_fired_time: 3.4131815434, propagate_forward_time: 261.2042236328, propagate_backward_time: 6277.6621093750, weight_update_time: 0.9712553024, other_time: 9.1020507812
epoch time: 54.5202598572s, input_fired_time: 0.6568748355, output_fired_time: 0.0000000000, propagate_forward_time: 52.2859153748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5774688721
validation[          , genome  5469] predictions:    5877/  10000 (58.77%), best:    5894/10000 (58.94%), error:     12534.54199, best error:     12344.63672 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 702.2650756836s, input_fired_time: 5.7379908562, output_fired_time: 3.4395942688, propagate_forward_time: 260.9672546387, propagate_backward_time: 423.0281677246, weight_update_time: 0.9713701606, other_time: 9.0921020508
epoch time: 54.5535125732s, input_fired_time: 0.6627008319, output_fired_time: 0.0000000000, propagate_forward_time: 52.3412208557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495910645
validation[          , genome  5469] predictions:    5772/  10000 (57.72%), best:    5894/10000 (58.94%), error:     12966.94727, best error:     12344.63672 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 704.7980957031s, input_fired_time: 5.7693486214, output_fired_time: 3.4227523804, propagate_forward_time: 262.0396118164, propagate_backward_time: 424.4938354492, weight_update_time: 0.9762049317, other_time: 9.0725708008
epoch time: 54.5784797668s, input_fired_time: 0.6529272199, output_fired_time: 0.0000000000, propagate_forward_time: 52.3740692139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5514831543
validation[          , genome  5469] predictions:    5742/  10000 (57.42%), best:    5894/10000 (58.94%), error:     12972.78223, best error:     12344.63672 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 704.6710205078s, input_fired_time: 5.7750329971, output_fired_time: 3.4161856174, propagate_forward_time: 262.0494384766, propagate_backward_time: 424.3701782227, weight_update_time: 0.9775352478, other_time: 9.0601806641
epoch time: 54.3985290527s, input_fired_time: 0.6586943269, output_fired_time: 0.0000000000, propagate_forward_time: 52.1935234070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463104248
validation[          , genome  5469] predictions:    5943/  10000 (59.43%), best:    5943/10000 (59.43%), error:     12232.87695, best error:     12232.87695 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 705.2071533203s, input_fired_time: 5.7567119598, output_fired_time: 3.4121160507, propagate_forward_time: 262.1820373535, propagate_backward_time: 424.7767944336, weight_update_time: 0.9745015502, other_time: 9.0794982910
epoch time: 54.5517120361s, input_fired_time: 0.6628587842, output_fired_time: 0.0000000000, propagate_forward_time: 52.3314323425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5574226379
validation[          , genome  5469] predictions:    5944/  10000 (59.44%), best:    5944/10000 (59.44%), error:     12194.86035, best error:     12194.86035 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 2570.6967773438s, input_fired_time: 5.7775173187, output_fired_time: 3.4218776226, propagate_forward_time: 262.2228088379, propagate_backward_time: 2290.2124023438, weight_update_time: 0.9732300043, other_time: 9.0620117188
epoch time: 54.5334663391s, input_fired_time: 0.6654702425, output_fired_time: 0.0000000000, propagate_forward_time: 52.3277664185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5402297974
validation[          , genome  5469] predictions:    5943/  10000 (59.43%), best:    5944/10000 (59.44%), error:     12303.46094, best error:     12194.86035 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 702.8548583984s, input_fired_time: 5.7601599693, output_fired_time: 3.4322884083, propagate_forward_time: 261.4575500488, propagate_backward_time: 423.1623229980, weight_update_time: 0.9760869741, other_time: 9.0425415039
epoch time: 54.5866508484s, input_fired_time: 0.6644623280, output_fired_time: 0.0000000000, propagate_forward_time: 52.3781127930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5440750122
validation[          , genome  5469] predictions:    5883/  10000 (58.83%), best:    5944/10000 (59.44%), error:     12345.34570, best error:     12194.86035 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 705.4592285156s, input_fired_time: 5.7665224075, output_fired_time: 3.4560811520, propagate_forward_time: 262.2498474121, propagate_backward_time: 424.9292602539, weight_update_time: 0.9732356071, other_time: 9.0575256348
epoch time: 54.3190345764s, input_fired_time: 0.6599693894, output_fired_time: 0.0000000000, propagate_forward_time: 52.1192932129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5397720337
validation[          , genome  5469] predictions:    5764/  10000 (57.64%), best:    5944/10000 (59.44%), error:     12709.33594, best error:     12194.86035 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 704.4500732422s, input_fired_time: 5.8243203163, output_fired_time: 3.4195616245, propagate_forward_time: 262.0100402832, propagate_backward_time: 424.0958251953, weight_update_time: 0.9741990566, other_time: 9.1003112793
epoch time: 54.4953041077s, input_fired_time: 0.6876060367, output_fired_time: 0.0000000000, propagate_forward_time: 52.2648429871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428543091
validation[          , genome  5469] predictions:    5759/  10000 (57.59%), best:    5944/10000 (59.44%), error:     12730.10742, best error:     12194.86035 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 705.3239746094s, input_fired_time: 5.7732567787, output_fired_time: 3.4190278053, propagate_forward_time: 262.2984924316, propagate_backward_time: 424.7330017090, weight_update_time: 0.9738960862, other_time: 9.1002197266
epoch time: 54.5580558777s, input_fired_time: 0.6629481316, output_fired_time: 0.0000000000, propagate_forward_time: 52.3531608582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5419464111
validation[          , genome  5469] predictions:    5951/  10000 (59.51%), best:    5944/10000 (59.44%), error:     12230.10547, best error:     12194.86035 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 709.0549316406s, input_fired_time: 5.7850232124, output_fired_time: 3.4351985455, propagate_forward_time: 264.0970458984, propagate_backward_time: 426.6005554199, weight_update_time: 0.9819750786, other_time: 9.1371154785
epoch time: 54.7648811340s, input_fired_time: 0.6662922502, output_fired_time: 0.0000000000, propagate_forward_time: 52.5461425781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5524444580
validation[          , genome  5469] predictions:    5970/  10000 (59.70%), best:    5970/10000 (59.70%), error:     12134.19727, best error:     12134.19727 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 703.4524536133s, input_fired_time: 5.7780699730, output_fired_time: 3.4106359482, propagate_forward_time: 261.7553100586, propagate_backward_time: 423.4341125488, weight_update_time: 0.9751873612, other_time: 9.0743103027
epoch time: 54.6950340271s, input_fired_time: 0.6692245007, output_fired_time: 0.0000000000, propagate_forward_time: 52.4664459229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5593643188
validation[          , genome  5469] predictions:    5960/  10000 (59.60%), best:    5970/10000 (59.70%), error:     12172.05469, best error:     12134.19727 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 705.0668945312s, input_fired_time: 5.7874603271, output_fired_time: 3.4169185162, propagate_forward_time: 262.3292236328, propagate_backward_time: 424.4215393066, weight_update_time: 0.9789457321, other_time: 9.1117248535
epoch time: 54.5062370300s, input_fired_time: 0.6704626083, output_fired_time: 0.0000000000, propagate_forward_time: 52.2932739258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5424995422
validation[          , genome  5469] predictions:    5993/  10000 (59.93%), best:    5993/10000 (59.93%), error:     12129.13574, best error:     12129.13574 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 702.8486938477s, input_fired_time: 5.7836804390, output_fired_time: 3.4165375233, propagate_forward_time: 261.1362609863, propagate_backward_time: 423.4730224609, weight_update_time: 0.9732809067, other_time: 9.0391540527
epoch time: 54.8321495056s, input_fired_time: 0.6695162654, output_fired_time: 0.0000000000, propagate_forward_time: 52.6124267578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5502052307
validation[          , genome  5469] predictions:    5953/  10000 (59.53%), best:    5993/10000 (59.93%), error:     12431.67969, best error:     12129.13574 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 7543.6601562500s, input_fired_time: 5.8741393089, output_fired_time: 3.5060746670, propagate_forward_time: 273.6748962402, propagate_backward_time: 7251.2944335938, weight_update_time: 0.9963350296, other_time: 9.3110351562
epoch time: 58.7299957275s, input_fired_time: 0.6949867606, output_fired_time: 0.0000000000, propagate_forward_time: 56.4163932800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6186141968
validation[          , genome  5469] predictions:    5912/  10000 (59.12%), best:    5993/10000 (59.93%), error:     12265.75879, best error:     12129.13574 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 705.3131713867s, input_fired_time: 5.7932476997, output_fired_time: 3.4602472782, propagate_forward_time: 262.5772705078, propagate_backward_time: 424.3909606934, weight_update_time: 0.9768008590, other_time: 9.0914001465
epoch time: 54.4693717957s, input_fired_time: 0.6706823707, output_fired_time: 0.0000000000, propagate_forward_time: 52.2525482178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5461425781
validation[          , genome  5469] predictions:    5970/  10000 (59.70%), best:    5993/10000 (59.93%), error:     12134.14648, best error:     12129.13574 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 706.5663452148s, input_fired_time: 5.8310475349, output_fired_time: 3.4316494465, propagate_forward_time: 262.8211669922, propagate_backward_time: 425.3338317871, weight_update_time: 0.9767529368, other_time: 9.1486511230
epoch time: 54.7274894714s, input_fired_time: 0.6693742275, output_fired_time: 0.0000000000, propagate_forward_time: 52.4998664856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5582504272
validation[          , genome  5469] predictions:    5877/  10000 (58.77%), best:    5993/10000 (59.93%), error:     12441.25391, best error:     12129.13574 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 707.3972778320s, input_fired_time: 5.8100562096, output_fired_time: 3.4259326458, propagate_forward_time: 262.7695312500, propagate_backward_time: 426.1574096680, weight_update_time: 0.9818834066, other_time: 9.2343750000
epoch time: 54.5539741516s, input_fired_time: 0.6689768434, output_fired_time: 0.0000000000, propagate_forward_time: 52.3420600891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5429382324
validation[          , genome  5469] predictions:    5971/  10000 (59.71%), best:    5971/10000 (59.71%), error:     12015.09082, best error:     12015.09082 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 704.8180541992s, input_fired_time: 5.8296289444, output_fired_time: 3.4158217907, propagate_forward_time: 261.6556701660, propagate_backward_time: 424.8587036133, weight_update_time: 0.9728778601, other_time: 9.0581970215
epoch time: 54.8766098022s, input_fired_time: 0.6735565662, output_fired_time: 0.0000000000, propagate_forward_time: 52.6536026001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5494499207
validation[          , genome  5469] predictions:    5995/  10000 (59.95%), best:    5971/10000 (59.71%), error:     12137.10059, best error:     12015.09082 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 706.8391113281s, input_fired_time: 5.8001394272, output_fired_time: 3.4217541218, propagate_forward_time: 262.9520263672, propagate_backward_time: 425.5858764648, weight_update_time: 0.9758067131, other_time: 9.0793457031
epoch time: 54.3386459351s, input_fired_time: 0.6670700312, output_fired_time: 0.0000000000, propagate_forward_time: 52.1302375793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413398743
validation[          , genome  5469] predictions:    5959/  10000 (59.59%), best:    5971/10000 (59.71%), error:     12208.43555, best error:     12015.09082 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 702.2313232422s, input_fired_time: 5.7847294807, output_fired_time: 3.4014232159, propagate_forward_time: 260.8811035156, propagate_backward_time: 423.1348266602, weight_update_time: 0.9713632464, other_time: 9.0292358398
epoch time: 54.5377311707s, input_fired_time: 0.6712665558, output_fired_time: 0.0000000000, propagate_forward_time: 52.3263702393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5400924683
validation[          , genome  5469] predictions:    6028/  10000 (60.28%), best:    5971/10000 (59.71%), error:     12206.97070, best error:     12015.09082 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 706.1876831055s, input_fired_time: 5.8078637123, output_fired_time: 3.4197142124, propagate_forward_time: 262.7456054688, propagate_backward_time: 425.1372070312, weight_update_time: 0.9748291969, other_time: 9.0772705078
epoch time: 54.4489936829s, input_fired_time: 0.6708056331, output_fired_time: 0.0000000000, propagate_forward_time: 52.2415390015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5366477966
validation[          , genome  5469] predictions:    5971/  10000 (59.71%), best:    5971/10000 (59.71%), error:     12085.17285, best error:     12015.09082 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 702.6960449219s, input_fired_time: 5.8197517395, output_fired_time: 3.4143931866, propagate_forward_time: 261.1758117676, propagate_backward_time: 423.2172851562, weight_update_time: 0.9741826653, other_time: 9.0688171387
epoch time: 54.4763603210s, input_fired_time: 0.6739628911, output_fired_time: 0.0000000000, propagate_forward_time: 52.2356414795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5667572021
validation[          , genome  5469] predictions:    6012/  10000 (60.12%), best:    5971/10000 (59.71%), error:     12080.23828, best error:     12015.09082 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 705.0061035156s, input_fired_time: 5.8650975227, output_fired_time: 3.4177539349, propagate_forward_time: 261.6629638672, propagate_backward_time: 424.9866333008, weight_update_time: 0.9729018211, other_time: 9.0736694336
epoch time: 55.1089439392s, input_fired_time: 0.6747248173, output_fired_time: 0.0000000000, propagate_forward_time: 52.8741188049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5601005554
validation[          , genome  5469] predictions:    6041/  10000 (60.41%), best:    6041/10000 (60.41%), error:     11907.79688, best error:     11907.79688 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 5370.2490234375s, input_fired_time: 5.8453159332, output_fired_time: 3.4517307281, propagate_forward_time: 4922.1079101562, propagate_backward_time: 429.6081848145, weight_update_time: 0.9886342287, other_time: 9.2360534668
epoch time: 54.3445091248s, input_fired_time: 0.6691201925, output_fired_time: 0.0000000000, propagate_forward_time: 52.1382369995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5371513367
validation[          , genome  5469] predictions:    6034/  10000 (60.34%), best:    6041/10000 (60.41%), error:     12107.41895, best error:     11907.79688 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 702.7093505859s, input_fired_time: 5.8143682480, output_fired_time: 3.4102048874, propagate_forward_time: 261.2094726562, propagate_backward_time: 423.2348327637, weight_update_time: 0.9778228998, other_time: 9.0404357910
epoch time: 54.4975357056s, input_fired_time: 0.6706073284, output_fired_time: 0.0000000000, propagate_forward_time: 52.2916030884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5353240967
validation[          , genome  5469] predictions:    6081/  10000 (60.81%), best:    6041/10000 (60.41%), error:     11984.98828, best error:     11907.79688 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 704.3364868164s, input_fired_time: 5.8206529617, output_fired_time: 3.4167888165, propagate_forward_time: 262.0313415527, propagate_backward_time: 424.0161132812, weight_update_time: 0.9725923538, other_time: 9.0515441895
epoch time: 54.4563713074s, input_fired_time: 0.6738053560, output_fired_time: 0.0000000000, propagate_forward_time: 52.2431869507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5393791199
validation[          , genome  5469] predictions:    6051/  10000 (60.51%), best:    6041/10000 (60.41%), error:     11982.22754, best error:     11907.79688 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 704.1055297852s, input_fired_time: 5.8250784874, output_fired_time: 3.4150252342, propagate_forward_time: 261.8600769043, propagate_backward_time: 423.9160461426, weight_update_time: 0.9749881029, other_time: 9.0892944336
epoch time: 55.1549835205s, input_fired_time: 0.6786999702, output_fired_time: 0.0000000000, propagate_forward_time: 52.9199867249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5562973022
validation[          , genome  5469] predictions:    6023/  10000 (60.23%), best:    6041/10000 (60.41%), error:     12058.31445, best error:     11907.79688 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 704.7958984375s, input_fired_time: 5.8435845375, output_fired_time: 3.4123871326, propagate_forward_time: 261.7603759766, propagate_backward_time: 424.6997070312, weight_update_time: 0.9741576314, other_time: 9.0798339844
epoch time: 54.5455207825s, input_fired_time: 0.6719669700, output_fired_time: 0.0000000000, propagate_forward_time: 52.3261451721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5474090576
validation[          , genome  5469] predictions:    6039/  10000 (60.39%), best:    6041/10000 (60.41%), error:     11955.08203, best error:     11907.79688 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 708.1746826172s, input_fired_time: 5.8362731934, output_fired_time: 3.4353077412, propagate_forward_time: 263.8116760254, propagate_backward_time: 425.9979248047, weight_update_time: 0.9765023589, other_time: 9.0934753418
epoch time: 54.7478752136s, input_fired_time: 0.6764854193, output_fired_time: 0.0000000000, propagate_forward_time: 52.5275306702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5438575745
validation[          , genome  5469] predictions:    6045/  10000 (60.45%), best:    6041/10000 (60.41%), error:     11915.70801, best error:     11907.79688 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 703.5762329102s, input_fired_time: 5.8457784653, output_fired_time: 3.4093692303, propagate_forward_time: 261.5581054688, propagate_backward_time: 423.6940612793, weight_update_time: 0.9750471711, other_time: 9.0689392090
epoch time: 54.5492248535s, input_fired_time: 0.6758984327, output_fired_time: 0.0000000000, propagate_forward_time: 52.3389091492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5344161987
validation[          , genome  5469] predictions:    6045/  10000 (60.45%), best:    6041/10000 (60.41%), error:     11978.33984, best error:     11907.79688 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1055.5745849609s, input_fired_time: 5.8883013725, output_fired_time: 3.4887578487, propagate_forward_time: 601.8569946289, propagate_backward_time: 435.0975646973, weight_update_time: 0.9911636114, other_time: 9.2429504395
epoch time: 54.3114128113s, input_fired_time: 0.6733964086, output_fired_time: 0.0000000000, propagate_forward_time: 52.1045455933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334701538
validation[          , genome  5469] predictions:    6054/  10000 (60.54%), best:    6041/10000 (60.41%), error:     12054.44434, best error:     11907.79688 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1555.1927490234s, input_fired_time: 5.8276638985, output_fired_time: 3.4201743603, propagate_forward_time: 261.7710876465, propagate_backward_time: 1275.1036376953, weight_update_time: 0.9747322798, other_time: 9.0701904297
epoch time: 55.1047058105s, input_fired_time: 0.6801519394, output_fired_time: 0.0000000000, propagate_forward_time: 52.8619613647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5625915527
validation[          , genome  5469] predictions:    6046/  10000 (60.46%), best:    6041/10000 (60.41%), error:     12103.45508, best error:     11907.79688 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 704.6625976562s, input_fired_time: 5.8474125862, output_fired_time: 3.4135656357, propagate_forward_time: 262.0083312988, propagate_backward_time: 424.3239440918, weight_update_time: 0.9742134809, other_time: 9.0693359375
epoch time: 54.3654479980s, input_fired_time: 0.6766413450, output_fired_time: 0.0000000000, propagate_forward_time: 52.1485748291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5402336121
validation[          , genome  5469] predictions:    6060/  10000 (60.60%), best:    6041/10000 (60.41%), error:     11915.94043, best error:     11907.79688 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 704.0853881836s, input_fired_time: 5.8341612816, output_fired_time: 3.4340105057, propagate_forward_time: 261.8872680664, propagate_backward_time: 423.8270874023, weight_update_time: 0.9755234122, other_time: 9.1028442383
epoch time: 54.6417160034s, input_fired_time: 0.6763218045, output_fired_time: 0.0000000000, propagate_forward_time: 52.4148330688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5505599976
validation[          , genome  5469] predictions:    6065/  10000 (60.65%), best:    6041/10000 (60.41%), error:     11983.15137, best error:     11907.79688 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 707.1614990234s, input_fired_time: 5.8427248001, output_fired_time: 3.4210150242, propagate_forward_time: 263.2189636230, propagate_backward_time: 425.5419006348, weight_update_time: 0.9777768850, other_time: 9.1369018555
epoch time: 54.5900154114s, input_fired_time: 0.6770169735, output_fired_time: 0.0000000000, propagate_forward_time: 52.3687858582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5442123413
validation[          , genome  5469] predictions:    6044/  10000 (60.44%), best:    6041/10000 (60.41%), error:     11952.64844, best error:     11907.79688 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 705.0999145508s, input_fired_time: 5.8407912254, output_fired_time: 3.4160900116, propagate_forward_time: 262.1222839355, propagate_backward_time: 424.6535339355, weight_update_time: 0.9738162756, other_time: 9.0671997070
epoch time: 54.7591018677s, input_fired_time: 0.6833479404, output_fired_time: 0.0000000000, propagate_forward_time: 52.5206069946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5551452637
validation[          , genome  5469] predictions:    6044/  10000 (60.44%), best:    6041/10000 (60.41%), error:     12001.37891, best error:     11907.79688 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 704.8737792969s, input_fired_time: 5.8287754059, output_fired_time: 3.4142432213, propagate_forward_time: 261.7815856934, propagate_backward_time: 424.7875061035, weight_update_time: 0.9741465449, other_time: 9.0616455078
epoch time: 54.5972671509s, input_fired_time: 0.6815593839, output_fired_time: 0.0000000000, propagate_forward_time: 52.3748626709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5408439636
validation[          , genome  5469] predictions:    6072/  10000 (60.72%), best:    6072/10000 (60.72%), error:     11852.02832, best error:     11852.02832 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 702.9794311523s, input_fired_time: 5.8609576225, output_fired_time: 3.4064173698, propagate_forward_time: 261.1150512695, propagate_backward_time: 423.5690612793, weight_update_time: 0.9765387774, other_time: 9.0279235840
epoch time: 54.3265075684s, input_fired_time: 0.6763132215, output_fired_time: 0.0000000000, propagate_forward_time: 52.0847854614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5654106140
validation[          , genome  5469] predictions:    6077/  10000 (60.77%), best:    6072/10000 (60.72%), error:     11968.08691, best error:     11852.02832 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 704.5373535156s, input_fired_time: 5.8441801071, output_fired_time: 3.4226632118, propagate_forward_time: 262.0840759277, propagate_backward_time: 424.1392822266, weight_update_time: 0.9752094746, other_time: 9.0471496582
epoch time: 54.5506896973s, input_fired_time: 0.6773464680, output_fired_time: 0.0000000000, propagate_forward_time: 52.3321037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5412406921
validation[          , genome  5469] predictions:    6111/  10000 (61.11%), best:    6072/10000 (60.72%), error:     11906.57324, best error:     11852.02832 on epoch:    98, 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: 273.6101989746s, input_fired_time: 3.4051580429, output_fired_time: 0.0000000000, propagate_forward_time: 262.4213562012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.7836914062
best training[          , genome  5469] predictions:   39151/  50000 (78.30%), best:    6072/10000 (60.72%), error:     33443.71484, best error:     11852.02832 on epoch:    98, 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: 54.4581832886s, input_fired_time: 0.6782012582, output_fired_time: 0.0000000000, propagate_forward_time: 52.2468147278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5331687927
   testing[          , genome  5469] predictions:    6072/  10000 (60.72%), best:    6072/10000 (60.72%), error:     11852.02832, best error:     11852.02832 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:16:28 (11501): called boinc_finish(0)

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