Nameexact_genome_1512568488_45_6666_1
Workunit2604593
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:16:40 UTC
Report deadline16 Dec 2017, 3:22:10 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 45 min 17 sec
CPU time4 hours 39 min 56 sec
Validate stateValid
Credit2,063.46
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.56 MB
Peak swap size152.95 MB
Peak disk usage1.25 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
4092, weight_update_time: 0.1618869752, other_time: 7.9509582520
epoch time: 13.0612401962s, input_fired_time: 0.1698729545, output_fired_time: 0.0000000000, propagate_forward_time: 11.3620862961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5292806625
validation[          , genome  6666] predictions:    9725/  10000 (97.25%), best:    9742/10000 (97.42%), error:       961.44006, best error:       905.86664 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 154.6883392334s, input_fired_time: 1.6074807644, output_fired_time: 1.0196011066, propagate_forward_time: 56.7438697815, propagate_backward_time: 87.4213790894, weight_update_time: 0.1588306278, other_time: 7.8960037231
epoch time: 13.1534471512s, input_fired_time: 0.1926013231, output_fired_time: 0.0000000000, propagate_forward_time: 11.4434232712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5174226761
validation[          , genome  6666] predictions:    9704/  10000 (97.04%), best:    9742/10000 (97.42%), error:       970.90131, best error:       905.86664 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 153.7978973389s, input_fired_time: 1.5743520260, output_fired_time: 1.0075976849, propagate_forward_time: 56.3224220276, propagate_backward_time: 86.9209442139, weight_update_time: 0.1573753655, other_time: 7.9725799561
epoch time: 13.0338220596s, input_fired_time: 0.1732956469, output_fired_time: 0.0000000000, propagate_forward_time: 11.3072214127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5533046722
validation[          , genome  6666] predictions:    9720/  10000 (97.20%), best:    9742/10000 (97.42%), error:       937.40619, best error:       905.86664 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 154.1707153320s, input_fired_time: 1.5803335905, output_fired_time: 1.0229970217, propagate_forward_time: 56.4603805542, propagate_backward_time: 87.1361083984, weight_update_time: 0.1591387987, other_time: 7.9708938599
epoch time: 13.3474330902s, input_fired_time: 0.1768048555, output_fired_time: 0.0000000000, propagate_forward_time: 11.6140632629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5565652847
validation[          , genome  6666] predictions:    9706/  10000 (97.06%), best:    9742/10000 (97.42%), error:       982.77509, best error:       905.86664 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 155.7484436035s, input_fired_time: 1.6082347631, output_fired_time: 1.0216925144, propagate_forward_time: 56.9888420105, propagate_backward_time: 88.1911392212, weight_update_time: 0.1599130034, other_time: 7.9385299683
epoch time: 13.3668766022s, input_fired_time: 0.1742506921, output_fired_time: 0.0000000000, propagate_forward_time: 11.6047534943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5878725052
validation[          , genome  6666] predictions:    9675/  10000 (96.75%), best:    9742/10000 (97.42%), error:      1054.44189, best error:       905.86664 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 155.2036132812s, input_fired_time: 1.6061575413, output_fired_time: 1.0347522497, propagate_forward_time: 57.0427780151, propagate_backward_time: 87.6004104614, weight_update_time: 0.1832789481, other_time: 7.9195098877
epoch time: 13.1543483734s, input_fired_time: 0.1797257662, output_fired_time: 0.0000000000, propagate_forward_time: 11.4478950500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5267276764
validation[          , genome  6666] predictions:    9660/  10000 (96.60%), best:    9742/10000 (97.42%), error:      1127.89319, best error:       905.86664 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 155.3155975342s, input_fired_time: 1.6140453815, output_fired_time: 1.0266202688, propagate_forward_time: 56.9766311646, propagate_backward_time: 87.7281799316, weight_update_time: 0.1708760560, other_time: 7.9701156616
epoch time: 12.9175138474s, input_fired_time: 0.1687293202, output_fired_time: 0.0000000000, propagate_forward_time: 11.2185993195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5301847458
validation[          , genome  6666] predictions:    9721/  10000 (97.21%), best:    9742/10000 (97.42%), error:       921.40533, best error:       905.86664 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 155.5755157471s, input_fired_time: 1.6143715382, output_fired_time: 1.0497685671, propagate_forward_time: 57.0632133484, propagate_backward_time: 87.8270568848, weight_update_time: 0.1674670577, other_time: 8.0211029053
epoch time: 13.1365633011s, input_fired_time: 0.1746908724, output_fired_time: 0.0000000000, propagate_forward_time: 11.3771133423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5847587585
validation[          , genome  6666] predictions:    9713/  10000 (97.13%), best:    9742/10000 (97.42%), error:       962.83087, best error:       905.86664 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 155.5008087158s, input_fired_time: 1.6329629421, output_fired_time: 1.0554761887, propagate_forward_time: 56.9422721863, propagate_backward_time: 87.9372329712, weight_update_time: 0.1590468287, other_time: 7.9328536987
epoch time: 13.2174062729s, input_fired_time: 0.1781247705, output_fired_time: 0.0000000000, propagate_forward_time: 11.5018758774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5374059677
validation[          , genome  6666] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       857.32202, best error:       857.32202 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 155.8565063477s, input_fired_time: 1.6130783558, output_fired_time: 1.0292900801, propagate_forward_time: 57.2072525024, propagate_backward_time: 88.0290069580, weight_update_time: 0.1592465192, other_time: 7.9778671265
epoch time: 13.1300344467s, input_fired_time: 0.1778763384, output_fired_time: 0.0000000000, propagate_forward_time: 11.4406375885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5115203857
validation[          , genome  6666] predictions:    9674/  10000 (96.74%), best:    9748/10000 (97.48%), error:      1006.02032, best error:       857.32202 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 155.7427520752s, input_fired_time: 1.6184127331, output_fired_time: 1.0263212919, propagate_forward_time: 57.0755958557, propagate_backward_time: 87.9710845947, weight_update_time: 0.1589302719, other_time: 8.0513458252
epoch time: 13.0590867996s, input_fired_time: 0.1789189130, output_fired_time: 0.0000000000, propagate_forward_time: 11.3580160141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5221519470
validation[          , genome  6666] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       920.22937, best error:       857.32202 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 155.2547760010s, input_fired_time: 1.6020853519, output_fired_time: 1.0351401567, propagate_forward_time: 57.1606864929, propagate_backward_time: 87.5439834595, weight_update_time: 0.1593248993, other_time: 7.9128799438
epoch time: 13.0426425934s, input_fired_time: 0.1781614572, output_fired_time: 0.0000000000, propagate_forward_time: 11.3230323792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5414485931
validation[          , genome  6666] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:       960.12561, best error:       857.32202 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 154.4935913086s, input_fired_time: 1.6015161276, output_fired_time: 1.0286575556, propagate_forward_time: 56.8359603882, propagate_backward_time: 87.1487350464, weight_update_time: 0.1591835767, other_time: 7.8787231445
epoch time: 13.1518020630s, input_fired_time: 0.1889168918, output_fired_time: 0.0000000000, propagate_forward_time: 11.4339408875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5289440155
validation[          , genome  6666] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       881.30682, best error:       857.32202 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 155.5704193115s, input_fired_time: 1.6109453440, output_fired_time: 1.0421433449, propagate_forward_time: 56.9604644775, propagate_backward_time: 88.0449523926, weight_update_time: 0.1597010791, other_time: 7.9119110107
epoch time: 13.1826210022s, input_fired_time: 0.2039528340, output_fired_time: 0.0000000000, propagate_forward_time: 11.4530000687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5256681442
validation[          , genome  6666] predictions:    9690/  10000 (96.90%), best:    9748/10000 (97.48%), error:      1049.04797, best error:       857.32202 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 155.4255828857s, input_fired_time: 1.5993398428, output_fired_time: 1.0194470882, propagate_forward_time: 57.1768684387, propagate_backward_time: 87.5365371704, weight_update_time: 0.1580997258, other_time: 8.0934066772
epoch time: 13.1951560974s, input_fired_time: 0.2018542886, output_fired_time: 0.0000000000, propagate_forward_time: 11.4658069611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5274944305
validation[          , genome  6666] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       882.29883, best error:       857.32202 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 155.5920104980s, input_fired_time: 1.6757221222, output_fired_time: 1.0284383297, propagate_forward_time: 57.0078697205, propagate_backward_time: 87.8604049683, weight_update_time: 0.1599401683, other_time: 8.0195693970
epoch time: 13.2562932968s, input_fired_time: 0.1770665646, output_fired_time: 0.0000000000, propagate_forward_time: 11.5384855270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5407409668
validation[          , genome  6666] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       965.90442, best error:       857.32202 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 155.2242584229s, input_fired_time: 1.6189202070, output_fired_time: 1.0530319214, propagate_forward_time: 56.7701187134, propagate_backward_time: 87.8390960693, weight_update_time: 0.1597386450, other_time: 7.9430923462
epoch time: 13.2551088333s, input_fired_time: 0.1765970290, output_fired_time: 0.0000000000, propagate_forward_time: 11.4844617844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5940504074
validation[          , genome  6666] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       921.13354, best error:       857.32202 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 155.6739196777s, input_fired_time: 1.6241514683, output_fired_time: 1.0324589014, propagate_forward_time: 57.1922760010, propagate_backward_time: 87.8253250122, weight_update_time: 0.1589270234, other_time: 7.9997177124
epoch time: 13.1950759888s, input_fired_time: 0.1774613410, output_fired_time: 0.0000000000, propagate_forward_time: 11.4813213348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5362930298
validation[          , genome  6666] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       881.03448, best error:       857.32202 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 155.4815979004s, input_fired_time: 1.6116610765, output_fired_time: 1.0778020620, propagate_forward_time: 57.2335777283, propagate_backward_time: 87.4948501587, weight_update_time: 0.1661120504, other_time: 8.0636978149
epoch time: 13.2624635696s, input_fired_time: 0.1760178059, output_fired_time: 0.0000000000, propagate_forward_time: 11.4242858887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6621599197
validation[          , genome  6666] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       892.30847, best error:       857.32202 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 155.3561096191s, input_fired_time: 1.6126533747, output_fired_time: 1.0374573469, propagate_forward_time: 57.4382667542, propagate_backward_time: 87.2459030151, weight_update_time: 0.2121722996, other_time: 8.0218276978
epoch time: 13.1948537827s, input_fired_time: 0.1833342016, output_fired_time: 0.0000000000, propagate_forward_time: 11.4799299240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5315895081
validation[          , genome  6666] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       845.74475, best error:       845.74475 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 155.8852233887s, input_fired_time: 1.6040934324, output_fired_time: 1.0355533361, propagate_forward_time: 57.1212158203, propagate_backward_time: 88.2693328857, weight_update_time: 0.1597837061, other_time: 7.8550262451
epoch time: 13.0033388138s, input_fired_time: 0.1778938621, output_fired_time: 0.0000000000, propagate_forward_time: 11.3172960281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5081491470
validation[          , genome  6666] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       979.14423, best error:       845.74475 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 155.7305603027s, input_fired_time: 1.6213949919, output_fired_time: 1.0313266516, propagate_forward_time: 56.7844505310, propagate_backward_time: 88.2397918701, weight_update_time: 0.1691604257, other_time: 8.0535888672
epoch time: 13.0466175079s, input_fired_time: 0.1755913943, output_fired_time: 0.0000000000, propagate_forward_time: 11.3400945663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5309314728
validation[          , genome  6666] predictions:    9711/  10000 (97.11%), best:    9733/10000 (97.33%), error:       998.32019, best error:       845.74475 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 154.8750457764s, input_fired_time: 1.6374368668, output_fired_time: 1.0241763592, propagate_forward_time: 56.9284667969, propagate_backward_time: 87.4126815796, weight_update_time: 0.1632216573, other_time: 7.8722915649
epoch time: 13.2579135895s, input_fired_time: 0.1794059724, output_fired_time: 0.0000000000, propagate_forward_time: 11.5515718460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5269355774
validation[          , genome  6666] predictions:    9745/  10000 (97.45%), best:    9733/10000 (97.33%), error:       876.81958, best error:       845.74475 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 155.1808013916s, input_fired_time: 1.6162933111, output_fired_time: 1.0465430021, propagate_forward_time: 56.9709739685, propagate_backward_time: 87.4598693848, weight_update_time: 0.1668491811, other_time: 8.0871276855
epoch time: 13.0693616867s, input_fired_time: 0.1795756966, output_fired_time: 0.0000000000, propagate_forward_time: 11.3789596558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5108261108
validation[          , genome  6666] predictions:    9659/  10000 (96.59%), best:    9733/10000 (97.33%), error:      1103.95618, best error:       845.74475 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 154.9631500244s, input_fired_time: 1.6137402058, output_fired_time: 1.0704863071, propagate_forward_time: 56.6538429260, propagate_backward_time: 87.7078781128, weight_update_time: 0.1593061984, other_time: 7.9172134399
epoch time: 13.0694255829s, input_fired_time: 0.1833981276, output_fired_time: 0.0000000000, propagate_forward_time: 11.3525524139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334749222
validation[          , genome  6666] predictions:    9702/  10000 (97.02%), best:    9733/10000 (97.33%), error:       979.88104, best error:       845.74475 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 155.6084136963s, input_fired_time: 1.6539814472, output_fired_time: 1.0621190071, propagate_forward_time: 57.1333084106, propagate_backward_time: 87.8457794189, weight_update_time: 0.1641825289, other_time: 7.9132308960
epoch time: 13.2729892731s, input_fired_time: 0.1805634648, output_fired_time: 0.0000000000, propagate_forward_time: 11.4873991013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6050262451
validation[          , genome  6666] predictions:    9729/  10000 (97.29%), best:    9733/10000 (97.33%), error:       901.38550, best error:       845.74475 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 155.2292327881s, input_fired_time: 1.6392980814, output_fired_time: 1.0600043535, propagate_forward_time: 57.0560493469, propagate_backward_time: 87.6024017334, weight_update_time: 0.1586986929, other_time: 7.8714904785
epoch time: 13.1483440399s, input_fired_time: 0.1794849783, output_fired_time: 0.0000000000, propagate_forward_time: 11.4326086044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5362501144
validation[          , genome  6666] predictions:    9714/  10000 (97.14%), best:    9733/10000 (97.33%), error:       958.39429, best error:       845.74475 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 154.7989501953s, input_fired_time: 1.6359875202, output_fired_time: 1.0297145844, propagate_forward_time: 56.6768150330, propagate_backward_time: 87.5712280273, weight_update_time: 0.1591977328, other_time: 7.8852081299
epoch time: 13.2374505997s, input_fired_time: 0.1835554540, output_fired_time: 0.0000000000, propagate_forward_time: 11.4962692261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5576257706
validation[          , genome  6666] predictions:    9671/  10000 (96.71%), best:    9733/10000 (97.33%), error:      1117.40930, best error:       845.74475 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 154.9881134033s, input_fired_time: 1.6316852570, output_fired_time: 1.0296418667, propagate_forward_time: 56.9719047546, propagate_backward_time: 87.4822692871, weight_update_time: 0.1585173607, other_time: 7.8726043701
epoch time: 13.1546010971s, input_fired_time: 0.1884509623, output_fired_time: 0.0000000000, propagate_forward_time: 11.4187383652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5474119186
validation[          , genome  6666] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       904.09778, best error:       845.74475 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 155.1714019775s, input_fired_time: 1.6209672689, output_fired_time: 1.0319674015, propagate_forward_time: 57.0692672729, propagate_backward_time: 87.4786758423, weight_update_time: 0.1592546850, other_time: 7.9705200195
epoch time: 13.4037199020s, input_fired_time: 0.1803523302, output_fired_time: 0.0000000000, propagate_forward_time: 11.6364259720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5869417191
validation[          , genome  6666] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       822.91479, best error:       822.91479 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 155.0536499023s, input_fired_time: 1.6284791231, output_fired_time: 1.0328505039, propagate_forward_time: 56.9550590515, propagate_backward_time: 87.5212936401, weight_update_time: 0.1594096422, other_time: 7.9159622192
epoch time: 13.1315193176s, input_fired_time: 0.1774596870, output_fired_time: 0.0000000000, propagate_forward_time: 11.4328098297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5212497711
validation[          , genome  6666] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       865.90363, best error:       822.91479 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 155.5825805664s, input_fired_time: 1.6351891756, output_fired_time: 1.0360897779, propagate_forward_time: 56.7915191650, propagate_backward_time: 88.1116867065, weight_update_time: 0.1600047499, other_time: 8.0080947876
epoch time: 13.2596950531s, input_fired_time: 0.1883669198, output_fired_time: 0.0000000000, propagate_forward_time: 11.5265464783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5447816849
validation[          , genome  6666] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       886.39557, best error:       822.91479 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 155.8123321533s, input_fired_time: 1.6320431232, output_fired_time: 1.0621967316, propagate_forward_time: 57.2137184143, propagate_backward_time: 87.9628143311, weight_update_time: 0.1600167751, other_time: 7.9415588379
epoch time: 13.1300735474s, input_fired_time: 0.2051123828, output_fired_time: 0.0000000000, propagate_forward_time: 11.3941984177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5307626724
validation[          , genome  6666] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       912.88812, best error:       822.91479 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 155.8684539795s, input_fired_time: 1.6096026897, output_fired_time: 1.0339888334, propagate_forward_time: 57.1979637146, propagate_backward_time: 88.1504135132, weight_update_time: 0.1601266414, other_time: 7.8764877319
epoch time: 13.0364360809s, input_fired_time: 0.1813396513, output_fired_time: 0.0000000000, propagate_forward_time: 11.3207006454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5343961716
validation[          , genome  6666] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       892.45447, best error:       822.91479 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 155.0975952148s, input_fired_time: 1.6925425529, output_fired_time: 1.0366628170, propagate_forward_time: 57.0061492920, propagate_backward_time: 87.4387741089, weight_update_time: 0.1591455489, other_time: 7.9234695435
epoch time: 13.2673530579s, input_fired_time: 0.1810099185, output_fired_time: 0.0000000000, propagate_forward_time: 11.5596981049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5266447067
validation[          , genome  6666] predictions:    9686/  10000 (96.86%), best:    9768/10000 (97.68%), error:      1040.53943, best error:       822.91479 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 155.3540344238s, input_fired_time: 1.6273694038, output_fired_time: 1.0515487194, propagate_forward_time: 57.0766677856, propagate_backward_time: 87.6625213623, weight_update_time: 0.1595020443, other_time: 7.9359359741
epoch time: 13.5703248978s, input_fired_time: 0.1927194446, output_fired_time: 0.0000000000, propagate_forward_time: 11.8298711777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5477342606
validation[          , genome  6666] predictions:    9702/  10000 (97.02%), best:    9768/10000 (97.68%), error:      1043.04260, best error:       822.91479 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 155.1169891357s, input_fired_time: 1.6126345396, output_fired_time: 1.0251181126, propagate_forward_time: 56.8660049438, propagate_backward_time: 87.6486511230, weight_update_time: 0.1637512296, other_time: 7.9645767212
epoch time: 13.3415718079s, input_fired_time: 0.1828626841, output_fired_time: 0.0000000000, propagate_forward_time: 11.5775461197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5811634064
validation[          , genome  6666] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       900.48145, best error:       822.91479 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 154.8748016357s, input_fired_time: 1.6450043917, output_fired_time: 1.0275343657, propagate_forward_time: 56.9426422119, propagate_backward_time: 87.3705368042, weight_update_time: 0.1680470109, other_time: 7.8890914917
epoch time: 13.2018270493s, input_fired_time: 0.1813525409, output_fired_time: 0.0000000000, propagate_forward_time: 11.5140151978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5064592361
validation[          , genome  6666] predictions:    9686/  10000 (96.86%), best:    9768/10000 (97.68%), error:      1001.94458, best error:       822.91479 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 155.3748321533s, input_fired_time: 1.6246302128, output_fired_time: 1.0404337645, propagate_forward_time: 56.8077316284, propagate_backward_time: 87.9801330566, weight_update_time: 0.1591307670, other_time: 7.9218978882
epoch time: 13.2464570999s, input_fired_time: 0.1813244969, output_fired_time: 0.0000000000, propagate_forward_time: 11.5491771698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5159549713
validation[          , genome  6666] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       863.72540, best error:       822.91479 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 155.5470428467s, input_fired_time: 1.6620187759, output_fired_time: 1.0427384377, propagate_forward_time: 57.4266166687, propagate_backward_time: 87.5452194214, weight_update_time: 0.1592705101, other_time: 7.8704452515
epoch time: 13.2818479538s, input_fired_time: 0.1802908629, output_fired_time: 0.0000000000, propagate_forward_time: 11.5568771362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5446796417
validation[          , genome  6666] predictions:    9671/  10000 (96.71%), best:    9768/10000 (97.68%), error:      1058.99243, best error:       822.91479 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 155.4063110352s, input_fired_time: 1.6272944212, output_fired_time: 1.0665977001, propagate_forward_time: 57.1414451599, propagate_backward_time: 87.7515869141, weight_update_time: 0.1597272754, other_time: 7.8193817139
epoch time: 13.0507516861s, input_fired_time: 0.1803761423, output_fired_time: 0.0000000000, propagate_forward_time: 11.3491973877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5211782455
validation[          , genome  6666] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       828.19946, best error:       822.91479 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 156.1632385254s, input_fired_time: 1.6521873474, output_fired_time: 1.0330101252, propagate_forward_time: 57.3551788330, propagate_backward_time: 88.1398773193, weight_update_time: 0.1595826447, other_time: 7.9829864502
epoch time: 13.0910396576s, input_fired_time: 0.1820360124, output_fired_time: 0.0000000000, propagate_forward_time: 11.3590345383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5499687195
validation[          , genome  6666] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       839.49670, best error:       822.91479 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 155.4588012695s, input_fired_time: 1.6601984501, output_fired_time: 1.0240495205, propagate_forward_time: 57.1471099854, propagate_backward_time: 87.7005462646, weight_update_time: 0.1595906466, other_time: 7.9268951416
epoch time: 13.1895303726s, input_fired_time: 0.1819608361, output_fired_time: 0.0000000000, propagate_forward_time: 11.4713678360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5362014771
validation[          , genome  6666] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       891.08276, best error:       822.91479 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 154.9130706787s, input_fired_time: 1.6939600706, output_fired_time: 1.0430159569, propagate_forward_time: 57.0290069580, propagate_backward_time: 87.2983398438, weight_update_time: 0.1637797654, other_time: 7.8487548828
epoch time: 13.0823650360s, input_fired_time: 0.1841393113, output_fired_time: 0.0000000000, propagate_forward_time: 11.3875446320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106811523
validation[          , genome  6666] predictions:    9747/  10000 (97.47%), best:    9768/10000 (97.68%), error:       838.07526, best error:       822.91479 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 154.9602813721s, input_fired_time: 1.6297987700, output_fired_time: 1.0430138111, propagate_forward_time: 57.0457458496, propagate_backward_time: 87.4309768677, weight_update_time: 0.1591252238, other_time: 7.8107528687
epoch time: 13.0169734955s, input_fired_time: 0.1803874224, output_fired_time: 0.0000000000, propagate_forward_time: 11.3214874268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5150985718
validation[          , genome  6666] predictions:    9707/  10000 (97.07%), best:    9768/10000 (97.68%), error:      1005.53784, best error:       822.91479 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 155.1589813232s, input_fired_time: 1.6233291626, output_fired_time: 1.1197588444, propagate_forward_time: 56.7202377319, propagate_backward_time: 87.7525863647, weight_update_time: 0.1592004895, other_time: 7.9430541992
epoch time: 12.9837388992s, input_fired_time: 0.1818916798, output_fired_time: 0.0000000000, propagate_forward_time: 11.2820949554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5197525024
validation[          , genome  6666] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       897.68506, best error:       822.91479 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 155.5125274658s, input_fired_time: 1.6462541819, output_fired_time: 1.0270614624, propagate_forward_time: 57.0324020386, propagate_backward_time: 87.8326187134, weight_update_time: 0.1601175070, other_time: 7.9741821289
epoch time: 13.0787162781s, input_fired_time: 0.1802809387, output_fired_time: 0.0000000000, propagate_forward_time: 11.3760528564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5223827362
validation[          , genome  6666] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       861.49744, best error:       822.91479 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 155.5299377441s, input_fired_time: 1.7131998539, output_fired_time: 1.0579315424, propagate_forward_time: 56.9108352661, propagate_backward_time: 87.8718719482, weight_update_time: 0.1596016139, other_time: 7.9760971069
epoch time: 13.1163330078s, input_fired_time: 0.1849667877, output_fired_time: 0.0000000000, propagate_forward_time: 11.4181814194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5131845474
validation[          , genome  6666] predictions:    9666/  10000 (96.66%), best:    9768/10000 (97.68%), error:      1056.45337, best error:       822.91479 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 155.4412689209s, input_fired_time: 1.6322937012, output_fired_time: 1.0256682634, propagate_forward_time: 57.2311820984, propagate_backward_time: 87.7234802246, weight_update_time: 0.1594672352, other_time: 7.8286437988
epoch time: 13.1654853821s, input_fired_time: 0.1854075789, output_fired_time: 0.0000000000, propagate_forward_time: 11.4535903931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5264873505
validation[          , genome  6666] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       934.97229, best error:       822.91479 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 155.2852020264s, input_fired_time: 1.6767445803, output_fired_time: 1.1005721092, propagate_forward_time: 56.9880104065, propagate_backward_time: 87.7064895630, weight_update_time: 0.1592828035, other_time: 7.8133926392
epoch time: 13.1170682907s, input_fired_time: 0.1855850518, output_fired_time: 0.0000000000, propagate_forward_time: 11.3951158524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5363674164
validation[          , genome  6666] predictions:    9700/  10000 (97.00%), best:    9768/10000 (97.68%), error:       977.98047, best error:       822.91479 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 155.0156097412s, input_fired_time: 1.6407616138, output_fired_time: 1.0689046383, propagate_forward_time: 56.9095153809, propagate_backward_time: 87.5083007812, weight_update_time: 0.1596081704, other_time: 7.8881225586
epoch time: 13.1194295883s, input_fired_time: 0.1834350973, output_fired_time: 0.0000000000, propagate_forward_time: 11.4118013382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5241928101
validation[          , genome  6666] predictions:    9653/  10000 (96.53%), best:    9768/10000 (97.68%), error:      1122.10327, best error:       822.91479 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 155.3396606445s, input_fired_time: 1.6622172594, output_fired_time: 1.0404756069, propagate_forward_time: 57.1886177063, propagate_backward_time: 87.5291519165, weight_update_time: 0.1639737040, other_time: 7.9191970825
epoch time: 13.0150623322s, input_fired_time: 0.1771492511, output_fired_time: 0.0000000000, propagate_forward_time: 11.3158235550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5220899582
validation[          , genome  6666] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:      1084.74377, best error:       822.91479 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 155.5166778564s, input_fired_time: 1.6437169313, output_fired_time: 1.0269482136, propagate_forward_time: 57.0921707153, propagate_backward_time: 87.7436523438, weight_update_time: 0.1596374512, other_time: 8.0101852417
epoch time: 13.0975780487s, input_fired_time: 0.1855507493, output_fired_time: 0.0000000000, propagate_forward_time: 11.3789482117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5330791473
validation[          , genome  6666] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       796.87848, best error:       796.87848 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.7770385742s, input_fired_time: 1.7344661951, output_fired_time: 1.0843439102, propagate_forward_time: 59.1916847229, propagate_backward_time: 90.4693069458, weight_update_time: 0.1690594256, other_time: 8.2972335815
epoch time: 13.1021013260s, input_fired_time: 0.1837072223, output_fired_time: 0.0000000000, propagate_forward_time: 11.3866596222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5317344666
validation[          , genome  6666] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       769.00647, best error:       769.00647 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 155.8484954834s, input_fired_time: 1.6560974121, output_fired_time: 1.0491523743, propagate_forward_time: 57.2116127014, propagate_backward_time: 87.9665298462, weight_update_time: 0.1598522961, other_time: 7.9651107788
epoch time: 13.2800846100s, input_fired_time: 0.1858557463, output_fired_time: 0.0000000000, propagate_forward_time: 11.4537839890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6404447556
validation[          , genome  6666] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       801.66437, best error:       769.00647 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 155.4949340820s, input_fired_time: 1.6823271513, output_fired_time: 1.0336586237, propagate_forward_time: 57.0079956055, propagate_backward_time: 87.8936386108, weight_update_time: 0.1602262408, other_time: 7.8773117065
epoch time: 13.1537733078s, input_fired_time: 0.1851148605, output_fired_time: 0.0000000000, propagate_forward_time: 11.4077167511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5609416962
validation[          , genome  6666] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       898.71271, best error:       769.00647 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 155.7971191406s, input_fired_time: 1.6381362677, output_fired_time: 1.0517246723, propagate_forward_time: 57.1256904602, propagate_backward_time: 88.0219116211, weight_update_time: 0.1680967808, other_time: 7.9596557617
epoch time: 13.1423807144s, input_fired_time: 0.1840963662, output_fired_time: 0.0000000000, propagate_forward_time: 11.3945064545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5637779236
validation[          , genome  6666] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       759.34045, best error:       759.34045 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 155.2041473389s, input_fired_time: 1.6645116806, output_fired_time: 1.0867798328, propagate_forward_time: 56.9292831421, propagate_backward_time: 87.6645584106, weight_update_time: 0.1602771729, other_time: 7.8590240479
epoch time: 13.2878150940s, input_fired_time: 0.1973599643, output_fired_time: 0.0000000000, propagate_forward_time: 11.4881353378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023197174
validation[          , genome  6666] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       884.25104, best error:       759.34045 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 155.1080169678s, input_fired_time: 1.6550314426, output_fired_time: 1.0383251905, propagate_forward_time: 56.7966918945, propagate_backward_time: 87.5778732300, weight_update_time: 0.1596879512, other_time: 8.0400924683
epoch time: 13.2660551071s, input_fired_time: 0.1933337897, output_fired_time: 0.0000000000, propagate_forward_time: 11.5620737076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106477737
validation[          , genome  6666] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       777.04205, best error:       759.34045 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 155.0553741455s, input_fired_time: 1.6513099670, output_fired_time: 1.0294677019, propagate_forward_time: 56.8884429932, propagate_backward_time: 87.5853195190, weight_update_time: 0.1599347740, other_time: 7.9008407593
epoch time: 13.2146244049s, input_fired_time: 0.1905567199, output_fired_time: 0.0000000000, propagate_forward_time: 11.4688262939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5552415848
validation[          , genome  6666] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       849.53345, best error:       759.34045 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 155.5144653320s, input_fired_time: 1.6433582306, output_fired_time: 1.0628750324, propagate_forward_time: 57.2213897705, propagate_backward_time: 87.7136154175, weight_update_time: 0.1634212881, other_time: 7.8732223511
epoch time: 13.2601966858s, input_fired_time: 0.1867951155, output_fired_time: 0.0000000000, propagate_forward_time: 11.5508184433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5225830078
validation[          , genome  6666] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       797.82751, best error:       759.34045 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 155.5025024414s, input_fired_time: 1.6463102102, output_fired_time: 1.0434087515, propagate_forward_time: 57.1641387939, propagate_backward_time: 87.7250671387, weight_update_time: 0.1594184637, other_time: 7.9235687256
epoch time: 13.1106987000s, input_fired_time: 0.1943725199, output_fired_time: 0.0000000000, propagate_forward_time: 11.3678359985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5484905243
validation[          , genome  6666] predictions:    9701/  10000 (97.01%), best:    9775/10000 (97.75%), error:       965.04456, best error:       759.34045 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 155.6504974365s, input_fired_time: 1.7056123018, output_fired_time: 1.0302265882, propagate_forward_time: 57.2035179138, propagate_backward_time: 87.8461761475, weight_update_time: 0.1600360870, other_time: 7.8649597168
epoch time: 13.1403360367s, input_fired_time: 0.1849600673, output_fired_time: 0.0000000000, propagate_forward_time: 11.4404335022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5149421692
validation[          , genome  6666] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       798.91248, best error:       759.34045 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 155.6992797852s, input_fired_time: 1.6347899437, output_fired_time: 1.0237956047, propagate_forward_time: 56.8135681152, propagate_backward_time: 88.2783660889, weight_update_time: 0.1591145247, other_time: 7.9487609863
epoch time: 13.1616220474s, input_fired_time: 0.1839664876, output_fired_time: 0.0000000000, propagate_forward_time: 11.4670782089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5105772018
validation[          , genome  6666] predictions:    9769/  10000 (97.69%), best:    9775/10000 (97.75%), error:       789.92517, best error:       759.34045 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 155.1181945801s, input_fired_time: 1.6623610258, output_fired_time: 1.0295268297, propagate_forward_time: 57.0952987671, propagate_backward_time: 87.4262695312, weight_update_time: 0.1590130180, other_time: 7.9047470093
epoch time: 13.0928335190s, input_fired_time: 0.1866321564, output_fired_time: 0.0000000000, propagate_forward_time: 11.3955488205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106525421
validation[          , genome  6666] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       833.20844, best error:       759.34045 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 155.6307067871s, input_fired_time: 1.6631751060, output_fired_time: 1.0804057121, propagate_forward_time: 56.8335533142, propagate_backward_time: 88.0529251099, weight_update_time: 0.1592510045, other_time: 8.0006484985
epoch time: 13.0666971207s, input_fired_time: 0.1823615581, output_fired_time: 0.0000000000, propagate_forward_time: 11.2854967117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5988388062
validation[          , genome  6666] predictions:    9745/  10000 (97.45%), best:    9775/10000 (97.75%), error:       866.33112, best error:       759.34045 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 155.6102294922s, input_fired_time: 1.6708016396, output_fired_time: 1.1160880327, propagate_forward_time: 56.7862472534, propagate_backward_time: 88.1202774048, weight_update_time: 0.1623115093, other_time: 7.9168090820
epoch time: 13.2519750595s, input_fired_time: 0.1883743852, output_fired_time: 0.0000000000, propagate_forward_time: 11.4758768082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5877237320
validation[          , genome  6666] predictions:    9616/  10000 (96.16%), best:    9775/10000 (97.75%), error:      1301.02820, best error:       759.34045 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 155.2972869873s, input_fired_time: 1.6742314100, output_fired_time: 1.0368503332, propagate_forward_time: 57.1160392761, propagate_backward_time: 87.5569686890, weight_update_time: 0.1594106257, other_time: 7.9132003784
epoch time: 12.9896526337s, input_fired_time: 0.1876787692, output_fired_time: 0.0000000000, propagate_forward_time: 11.2946119308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5073623657
validation[          , genome  6666] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       805.85016, best error:       759.34045 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 155.9747619629s, input_fired_time: 1.6683491468, output_fired_time: 1.0301604271, propagate_forward_time: 57.0231628418, propagate_backward_time: 88.3011932373, weight_update_time: 0.1595934033, other_time: 7.9518890381
epoch time: 13.1036596298s, input_fired_time: 0.1887342483, output_fired_time: 0.0000000000, propagate_forward_time: 11.4015779495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5133476257
validation[          , genome  6666] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       859.38513, best error:       759.34045 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 154.9038238525s, input_fired_time: 1.6625448465, output_fired_time: 1.0277782679, propagate_forward_time: 56.8071746826, propagate_backward_time: 87.4790649414, weight_update_time: 0.1592910141, other_time: 7.9272613525
epoch time: 13.1287937164s, input_fired_time: 0.1887404919, output_fired_time: 0.0000000000, propagate_forward_time: 11.4162645340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5237884521
validation[          , genome  6666] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       812.86475, best error:       759.34045 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 155.1255798340s, input_fired_time: 1.7031294107, output_fired_time: 1.0297700167, propagate_forward_time: 57.1477279663, propagate_backward_time: 87.2519531250, weight_update_time: 0.1595463902, other_time: 7.9930038452
epoch time: 13.1771926880s, input_fired_time: 0.2055997849, output_fired_time: 0.0000000000, propagate_forward_time: 11.4413776398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5302152634
validation[          , genome  6666] predictions:    9730/  10000 (97.30%), best:    9775/10000 (97.75%), error:       848.33246, best error:       759.34045 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 155.6958007812s, input_fired_time: 1.6768835783, output_fired_time: 1.0319182873, propagate_forward_time: 57.1136054993, propagate_backward_time: 87.9790420532, weight_update_time: 0.1589401215, other_time: 7.8943557739
epoch time: 13.1517009735s, input_fired_time: 0.1890528351, output_fired_time: 0.0000000000, propagate_forward_time: 11.4298887253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5327596664
validation[          , genome  6666] predictions:    9731/  10000 (97.31%), best:    9775/10000 (97.75%), error:       936.01062, best error:       759.34045 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 155.9802246094s, input_fired_time: 1.6512243748, output_fired_time: 1.0423281193, propagate_forward_time: 57.3639678955, propagate_backward_time: 88.0100708008, weight_update_time: 0.1596346349, other_time: 7.9126281738
epoch time: 13.3119144440s, input_fired_time: 0.1870733947, output_fired_time: 0.0000000000, propagate_forward_time: 11.5442047119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5806360245
validation[          , genome  6666] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       905.88678, best error:       759.34045 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 155.8805541992s, input_fired_time: 1.6541470289, output_fired_time: 1.0803185701, propagate_forward_time: 57.1244583130, propagate_backward_time: 88.0770568848, weight_update_time: 0.1636877209, other_time: 7.9445724487
epoch time: 13.1372833252s, input_fired_time: 0.1957064420, output_fired_time: 0.0000000000, propagate_forward_time: 11.3824615479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5591154099
validation[          , genome  6666] predictions:    9777/  10000 (97.77%), best:    9775/10000 (97.75%), error:       786.02295, best error:       759.34045 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 155.8113403320s, input_fired_time: 1.6992598772, output_fired_time: 1.0347213745, propagate_forward_time: 56.8411941528, propagate_backward_time: 88.2895889282, weight_update_time: 0.1592697799, other_time: 7.9465789795
epoch time: 13.2332630157s, input_fired_time: 0.1920557916, output_fired_time: 0.0000000000, propagate_forward_time: 11.5198431015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5213642120
validation[          , genome  6666] predictions:    9727/  10000 (97.27%), best:    9775/10000 (97.75%), error:       886.03198, best error:       759.34045 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 155.7549285889s, input_fired_time: 1.6694567204, output_fired_time: 1.0443880558, propagate_forward_time: 57.1551513672, propagate_backward_time: 87.9761505127, weight_update_time: 0.1601276547, other_time: 7.9097747803
epoch time: 13.2939453125s, input_fired_time: 0.1880428046, output_fired_time: 0.0000000000, propagate_forward_time: 11.5892505646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5166521072
validation[          , genome  6666] predictions:    9690/  10000 (96.90%), best:    9775/10000 (97.75%), error:      1069.73132, best error:       759.34045 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 155.2697143555s, input_fired_time: 1.6660366058, output_fired_time: 1.0376074314, propagate_forward_time: 57.0157318115, propagate_backward_time: 87.5847167969, weight_update_time: 0.1597910076, other_time: 7.9656219482
epoch time: 12.8580961227s, input_fired_time: 0.1832022965, output_fired_time: 0.0000000000, propagate_forward_time: 11.1601524353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5147409439
validation[          , genome  6666] predictions:    9697/  10000 (96.97%), best:    9775/10000 (97.75%), error:      1007.73419, best error:       759.34045 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 155.6976470947s, input_fired_time: 1.6880872250, output_fired_time: 1.0236312151, propagate_forward_time: 57.1936264038, propagate_backward_time: 87.8859710693, weight_update_time: 0.1596695632, other_time: 7.9063339233
epoch time: 13.1256141663s, input_fired_time: 0.1881167591, output_fired_time: 0.0000000000, propagate_forward_time: 11.4254760742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5120210648
validation[          , genome  6666] predictions:    9620/  10000 (96.20%), best:    9775/10000 (97.75%), error:      1250.40808, best error:       759.34045 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 155.1113739014s, input_fired_time: 1.6504846811, output_fired_time: 1.0268706083, propagate_forward_time: 56.8921928406, propagate_backward_time: 87.6677093506, weight_update_time: 0.1600763351, other_time: 7.8741149902
epoch time: 13.1140670776s, input_fired_time: 0.1862403899, output_fired_time: 0.0000000000, propagate_forward_time: 11.3948011398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5330257416
validation[          , genome  6666] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       936.90204, best error:       759.34045 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 155.4192657471s, input_fired_time: 1.7062814236, output_fired_time: 1.0385228395, propagate_forward_time: 57.2031097412, propagate_backward_time: 87.5725479126, weight_update_time: 0.1595669836, other_time: 7.8987960815
epoch time: 13.2266712189s, input_fired_time: 0.2050337940, output_fired_time: 0.0000000000, propagate_forward_time: 11.5040187836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5176181793
validation[          , genome  6666] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       825.45166, best error:       759.34045 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 156.0845489502s, input_fired_time: 1.6721937656, output_fired_time: 1.0273270607, propagate_forward_time: 57.3309211731, propagate_backward_time: 88.1604614258, weight_update_time: 0.1641165763, other_time: 7.8936462402
epoch time: 13.1704435349s, input_fired_time: 0.1921891123, output_fired_time: 0.0000000000, propagate_forward_time: 11.4183473587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5599069595
validation[          , genome  6666] predictions:    9717/  10000 (97.17%), best:    9775/10000 (97.75%), error:       904.55347, best error:       759.34045 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 155.6877899170s, input_fired_time: 1.6671597958, output_fired_time: 1.0566364527, propagate_forward_time: 57.1306953430, propagate_backward_time: 87.9271316528, weight_update_time: 0.1593940258, other_time: 7.9061660767
epoch time: 13.0679893494s, input_fired_time: 0.1901871711, output_fired_time: 0.0000000000, propagate_forward_time: 11.3176803589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5601215363
validation[          , genome  6666] predictions:    9707/  10000 (97.07%), best:    9775/10000 (97.75%), error:       982.40808, best error:       759.34045 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 155.3696594238s, input_fired_time: 1.7199410200, output_fired_time: 1.0363080502, propagate_forward_time: 57.2665367126, propagate_backward_time: 87.4681015015, weight_update_time: 0.1597858220, other_time: 7.8787765503
epoch time: 13.4640130997s, input_fired_time: 0.2087108195, output_fired_time: 0.0000000000, propagate_forward_time: 11.7116785049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5436239243
validation[          , genome  6666] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       952.91797, best error:       759.34045 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 155.6309967041s, input_fired_time: 1.7288908958, output_fired_time: 1.0325211287, propagate_forward_time: 57.1640548706, propagate_backward_time: 87.8332290649, weight_update_time: 0.1605146974, other_time: 7.8722991943
epoch time: 12.9925937653s, input_fired_time: 0.1889179945, output_fired_time: 0.0000000000, propagate_forward_time: 11.2968072891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5068683624
validation[          , genome  6666] predictions:    9767/  10000 (97.67%), best:    9775/10000 (97.75%), error:       796.47461, best error:       759.34045 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 154.7976379395s, input_fired_time: 1.6662406921, output_fired_time: 1.0389951468, propagate_forward_time: 56.7026977539, propagate_backward_time: 87.4352874756, weight_update_time: 0.1582218260, other_time: 7.9544067383
epoch time: 13.1674880981s, input_fired_time: 0.1896094680, output_fired_time: 0.0000000000, propagate_forward_time: 11.4334259033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5444526672
validation[          , genome  6666] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       845.28790, best error:       759.34045 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 155.8888549805s, input_fired_time: 1.6557142735, output_fired_time: 1.0692921877, propagate_forward_time: 57.1693611145, propagate_backward_time: 88.1206283569, weight_update_time: 0.1590211987, other_time: 7.8738632202
epoch time: 13.3107309341s, input_fired_time: 0.1894569844, output_fired_time: 0.0000000000, propagate_forward_time: 11.5938224792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5274515152
validation[          , genome  6666] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       856.56287, best error:       759.34045 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 155.5755920410s, input_fired_time: 1.6885451078, output_fired_time: 1.0288643837, propagate_forward_time: 56.9341506958, propagate_backward_time: 87.9424743652, weight_update_time: 0.1596622914, other_time: 7.9815597534
epoch time: 13.1358308792s, input_fired_time: 0.2060849965, output_fired_time: 0.0000000000, propagate_forward_time: 11.3931617737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5365839005
validation[          , genome  6666] predictions:    9693/  10000 (96.93%), best:    9775/10000 (97.75%), error:      1061.10718, best error:       759.34045 on epoch:    70, 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: 64.9901199341s, input_fired_time: 0.9205793738, output_fired_time: 0.0000000000, propagate_forward_time: 56.5092506409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5602912903
best training[          , genome  6666] predictions:   49700/  50000 (99.40%), best:    9775/10000 (97.75%), error:      1304.36206, best error:       759.34045 on epoch:    70, 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: 13.5209541321s, input_fired_time: 0.1840875745, output_fired_time: 0.0000000000, propagate_forward_time: 11.5452938080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7915725708
   testing[          , genome  6666] predictions:    9798/  10000 (97.98%), best:    9775/10000 (97.75%), error:       643.73456, best error:       759.34045 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:57:27 (397): called boinc_finish(0)

</stderr_txt>
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