Nameexact_genome_1512568488_43_6701_0
Workunit2604767
Created7 Dec 2017, 21:20:07 UTC
Sent7 Dec 2017, 21:28:33 UTC
Report deadline20 Dec 2017, 12:18:23 UTC
Received8 Dec 2017, 15:32:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time2 hours 49 min 51 sec
CPU time2 hours 42 min 54 sec
Validate stateValid
Credit3,154.49
Device peak FLOPS4.32 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.18 MB
Peak swap size160.15 MB
Peak disk usage2.38 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000000000, other_time: 0.6436243057
validation[          , genome  6701] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       812.00806, best error:       800.87408 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.0159912109s, input_fired_time: 1.5712062120, output_fired_time: 1.2422219515, propagate_forward_time: 32.5440139771, propagate_backward_time: 52.2987251282, weight_update_time: 0.1844133735, other_time: 3.3598213196
epoch time: 6.9745988846s, input_fired_time: 0.1747629642, output_fired_time: 0.0000000000, propagate_forward_time: 6.3288254738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710106850
validation[          , genome  6701] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       778.05536, best error:       778.05536 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 104.3342742920s, input_fired_time: 1.4672988653, output_fired_time: 1.2094444036, propagate_forward_time: 43.9822616577, propagate_backward_time: 54.5052947998, weight_update_time: 0.1830534041, other_time: 3.1699752808
epoch time: 7.4394273758s, input_fired_time: 0.2125212103, output_fired_time: 0.0000000000, propagate_forward_time: 6.5879449844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389613152
validation[          , genome  6701] predictions:    9736/  10000 (97.36%), best:    9752/10000 (97.52%), error:       839.06586, best error:       778.05536 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.2989273071s, input_fired_time: 1.6437693834, output_fired_time: 1.2795773745, propagate_forward_time: 32.9600143433, propagate_backward_time: 53.0055427551, weight_update_time: 0.1882277876, other_time: 3.4100227356
epoch time: 7.4684252739s, input_fired_time: 0.2181834280, output_fired_time: 0.0000000000, propagate_forward_time: 6.5985960960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516456604
validation[          , genome  6701] predictions:    9753/  10000 (97.53%), best:    9752/10000 (97.52%), error:       803.74597, best error:       778.05536 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.9281539917s, input_fired_time: 1.5510202646, output_fired_time: 1.2102504969, propagate_forward_time: 32.2261848450, propagate_backward_time: 51.7035369873, weight_update_time: 0.1750090420, other_time: 3.2371635437
epoch time: 7.2205185890s, input_fired_time: 0.1989399195, output_fired_time: 0.0000000000, propagate_forward_time: 6.4260830879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954957008
validation[          , genome  6701] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       790.32587, best error:       778.05536 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.4870529175s, input_fired_time: 1.6098551750, output_fired_time: 1.2511651516, propagate_forward_time: 32.7127494812, propagate_backward_time: 52.5837402344, weight_update_time: 0.1824266016, other_time: 3.3295402527
epoch time: 7.3057484627s, input_fired_time: 0.2095852196, output_fired_time: 0.0000000000, propagate_forward_time: 6.4811186790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150445938
validation[          , genome  6701] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       882.36609, best error:       778.05536 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.4503860474s, input_fired_time: 1.6059556007, output_fired_time: 1.2571349144, propagate_forward_time: 32.7222595215, propagate_backward_time: 52.5621948242, weight_update_time: 0.1795866340, other_time: 3.3028411865
epoch time: 7.4185657501s, input_fired_time: 0.2165269405, output_fired_time: 0.0000000000, propagate_forward_time: 6.5585160255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435227394
validation[          , genome  6701] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       767.31903, best error:       767.31903 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 91.9416732788s, input_fired_time: 1.6255395412, output_fired_time: 1.2815240622, propagate_forward_time: 32.8178749084, propagate_backward_time: 52.7672843933, weight_update_time: 0.1905386448, other_time: 3.4494476318
epoch time: 7.4252939224s, input_fired_time: 0.2105574906, output_fired_time: 0.0000000000, propagate_forward_time: 6.5818896294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328468323
validation[          , genome  6701] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       700.91724, best error:       700.91724 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 91.0033035278s, input_fired_time: 1.5959105492, output_fired_time: 1.2416909933, propagate_forward_time: 32.5361709595, propagate_backward_time: 52.2691268921, weight_update_time: 0.1805803478, other_time: 3.3604049683
epoch time: 7.2616796494s, input_fired_time: 0.1987890899, output_fired_time: 0.0000000000, propagate_forward_time: 6.4327354431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301550865
validation[          , genome  6701] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       677.15289, best error:       677.15289 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.0705642700s, input_fired_time: 1.5681422949, output_fired_time: 1.2590360641, propagate_forward_time: 32.6517448425, propagate_backward_time: 52.2681465149, weight_update_time: 0.1815927774, other_time: 3.3234939575
epoch time: 7.4971318245s, input_fired_time: 0.2282803655, output_fired_time: 0.0000000000, propagate_forward_time: 6.6009030342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679482460
validation[          , genome  6701] predictions:    9765/  10000 (97.65%), best:    9794/10000 (97.94%), error:       757.75061, best error:       677.15289 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.8220825195s, input_fired_time: 1.6684920788, output_fired_time: 1.3033850193, propagate_forward_time: 33.1715774536, propagate_backward_time: 53.1946372986, weight_update_time: 0.1866341233, other_time: 3.4839897156
epoch time: 7.4886913300s, input_fired_time: 0.2179669440, output_fired_time: 0.0000000000, propagate_forward_time: 6.5971469879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735773087
validation[          , genome  6701] predictions:    9752/  10000 (97.52%), best:    9794/10000 (97.94%), error:       786.98889, best error:       677.15289 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 87.9950561523s, input_fired_time: 1.3345112801, output_fired_time: 1.0306067467, propagate_forward_time: 31.8843231201, propagate_backward_time: 51.1802444458, weight_update_time: 0.1427894831, other_time: 2.5653686523
epoch time: 6.7827324867s, input_fired_time: 0.1435962021, output_fired_time: 0.0000000000, propagate_forward_time: 6.2506985664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884377480
validation[          , genome  6701] predictions:    9783/  10000 (97.83%), best:    9794/10000 (97.94%), error:       713.41882, best error:       677.15289 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.1588211060s, input_fired_time: 1.3476654291, output_fired_time: 1.0430057049, propagate_forward_time: 31.9190731049, propagate_backward_time: 51.1972007751, weight_update_time: 0.1462550312, other_time: 2.6518745422
epoch time: 7.5096344948s, input_fired_time: 0.2250028551, output_fired_time: 0.0000000000, propagate_forward_time: 6.6180081367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666235924
validation[          , genome  6701] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       731.58649, best error:       677.15289 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.7974548340s, input_fired_time: 1.6864866018, output_fired_time: 1.3090784550, propagate_forward_time: 33.1778335571, propagate_backward_time: 53.1927604675, weight_update_time: 0.1837086231, other_time: 3.4312934875
epoch time: 7.7414164543s, input_fired_time: 0.2423824072, output_fired_time: 0.0000000000, propagate_forward_time: 6.8277039528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6713299751
validation[          , genome  6701] predictions:    9748/  10000 (97.48%), best:    9794/10000 (97.94%), error:       820.31049, best error:       677.15289 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 93.3521881104s, input_fired_time: 1.6975207329, output_fired_time: 1.3125295639, propagate_forward_time: 33.3014373779, propagate_backward_time: 53.5980300903, weight_update_time: 0.1886125356, other_time: 3.4426727295
epoch time: 7.4928884506s, input_fired_time: 0.2244097143, output_fired_time: 0.0000000000, propagate_forward_time: 6.6134314537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550474167
validation[          , genome  6701] predictions:    9723/  10000 (97.23%), best:    9794/10000 (97.94%), error:       859.32690, best error:       677.15289 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.7928848267s, input_fired_time: 1.6261768341, output_fired_time: 1.2793705463, propagate_forward_time: 32.8062934875, propagate_backward_time: 52.6791877747, weight_update_time: 0.1838988960, other_time: 3.4018554688
epoch time: 7.3304667473s, input_fired_time: 0.2061045766, output_fired_time: 0.0000000000, propagate_forward_time: 6.5082154274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161465645
validation[          , genome  6701] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       708.54803, best error:       677.15289 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.9459304810s, input_fired_time: 1.5871298313, output_fired_time: 1.2565462589, propagate_forward_time: 32.5493736267, propagate_backward_time: 52.2455101013, weight_update_time: 0.1777127236, other_time: 3.3073730469
epoch time: 7.2540144920s, input_fired_time: 0.2020715773, output_fired_time: 0.0000000000, propagate_forward_time: 6.4473466873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045961380
validation[          , genome  6701] predictions:    9791/  10000 (97.91%), best:    9794/10000 (97.94%), error:       707.87927, best error:       677.15289 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.1052322388s, input_fired_time: 1.6045156717, output_fired_time: 1.2548596859, propagate_forward_time: 32.6536941528, propagate_backward_time: 52.4155998230, weight_update_time: 0.1722076982, other_time: 3.1765632629
epoch time: 7.2463393211s, input_fired_time: 0.2048331648, output_fired_time: 0.0000000000, propagate_forward_time: 6.4504623413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910439491
validation[          , genome  6701] predictions:    9787/  10000 (97.87%), best:    9794/10000 (97.94%), error:       704.33685, best error:       677.15289 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.0591430664s, input_fired_time: 1.5944314003, output_fired_time: 1.2391042709, propagate_forward_time: 32.6356201172, propagate_backward_time: 52.3060150146, weight_update_time: 0.1800895482, other_time: 3.2839736938
epoch time: 7.3529753685s, input_fired_time: 0.2125831842, output_fired_time: 0.0000000000, propagate_forward_time: 6.5065827370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338095665
validation[          , genome  6701] predictions:    9753/  10000 (97.53%), best:    9794/10000 (97.94%), error:       763.33801, best error:       677.15289 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.8616409302s, input_fired_time: 1.6208783388, output_fired_time: 1.2736763954, propagate_forward_time: 32.8286323547, propagate_backward_time: 52.7788200378, weight_update_time: 0.1842516214, other_time: 3.3596343994
epoch time: 7.5471081734s, input_fired_time: 0.2237018496, output_fired_time: 0.0000000000, propagate_forward_time: 6.6360907555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873154640
validation[          , genome  6701] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       762.70929, best error:       677.15289 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.3682327271s, input_fired_time: 1.6471972466, output_fired_time: 1.2912374735, propagate_forward_time: 33.0269889832, propagate_backward_time: 52.9965858459, weight_update_time: 0.1875074208, other_time: 3.4062271118
epoch time: 7.4513154030s, input_fired_time: 0.2214217484, output_fired_time: 0.0000000000, propagate_forward_time: 6.6030740738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268196106
validation[          , genome  6701] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       719.05396, best error:       677.15289 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.6455917358s, input_fired_time: 1.5874377489, output_fired_time: 1.2635657787, propagate_forward_time: 32.8342781067, propagate_backward_time: 52.6565093994, weight_update_time: 0.1823139936, other_time: 3.3037986755
epoch time: 6.6529431343s, input_fired_time: 0.1326165646, output_fired_time: 0.0000000000, propagate_forward_time: 6.1763153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440113068
validation[          , genome  6701] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       754.88086, best error:       677.15289 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 91.2920150757s, input_fired_time: 1.5830123425, output_fired_time: 1.2514542341, propagate_forward_time: 32.6908302307, propagate_backward_time: 52.4984359741, weight_update_time: 0.1809746772, other_time: 3.2682762146
epoch time: 7.5140371323s, input_fired_time: 0.2189995497, output_fired_time: 0.0000000000, propagate_forward_time: 6.6244063377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706314087
validation[          , genome  6701] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       731.31934, best error:       677.15289 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.7341842651s, input_fired_time: 1.6727585793, output_fired_time: 1.3091908693, propagate_forward_time: 33.0781974792, propagate_backward_time: 53.1745185852, weight_update_time: 0.1893440187, other_time: 3.4995193481
epoch time: 7.4775528908s, input_fired_time: 0.2205020934, output_fired_time: 0.0000000000, propagate_forward_time: 6.5998964310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571545601
validation[          , genome  6701] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       698.33716, best error:       677.15289 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.3880386353s, input_fired_time: 1.6646399498, output_fired_time: 1.2918394804, propagate_forward_time: 33.0618896484, propagate_backward_time: 52.9778060913, weight_update_time: 0.1912007481, other_time: 3.3918609619
epoch time: 7.3596243858s, input_fired_time: 0.2099559456, output_fired_time: 0.0000000000, propagate_forward_time: 6.5120987892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375694275
validation[          , genome  6701] predictions:    9761/  10000 (97.61%), best:    9794/10000 (97.94%), error:       745.56250, best error:       677.15289 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.9576568604s, input_fired_time: 1.6403822899, output_fired_time: 1.2921161652, propagate_forward_time: 32.8949737549, propagate_backward_time: 52.7439384460, weight_update_time: 0.1862446666, other_time: 3.3862495422
epoch time: 7.3515911102s, input_fired_time: 0.2116967440, output_fired_time: 0.0000000000, propagate_forward_time: 6.5122656822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276288033
validation[          , genome  6701] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       715.29785, best error:       677.15289 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.3713760376s, input_fired_time: 1.5687338114, output_fired_time: 1.2149019241, propagate_forward_time: 32.3573799133, propagate_backward_time: 52.0766830444, weight_update_time: 0.1722922772, other_time: 3.1536750793
epoch time: 7.4089059830s, input_fired_time: 0.2135771662, output_fired_time: 0.0000000000, propagate_forward_time: 6.5538587570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414699554
validation[          , genome  6701] predictions:    9670/  10000 (96.70%), best:    9794/10000 (97.94%), error:      1110.07263, best error:       677.15289 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 89.1589508057s, input_fired_time: 1.3500516415, output_fired_time: 1.0424692631, propagate_forward_time: 32.1684722900, propagate_backward_time: 51.9346694946, weight_update_time: 0.1475319266, other_time: 2.6632843018
epoch time: 6.5564994812s, input_fired_time: 0.1241598278, output_fired_time: 0.0000000000, propagate_forward_time: 6.1129369736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194026947
validation[          , genome  6701] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       757.63611, best error:       677.15289 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.3649368286s, input_fired_time: 1.0796493292, output_fired_time: 0.8363780379, propagate_forward_time: 30.8700962067, propagate_backward_time: 49.6184234619, weight_update_time: 0.1085323989, other_time: 1.9603881836
epoch time: 7.0602412224s, input_fired_time: 0.1688212901, output_fired_time: 0.0000000000, propagate_forward_time: 6.4225025177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689173698
validation[          , genome  6701] predictions:    9728/  10000 (97.28%), best:    9794/10000 (97.94%), error:       846.31982, best error:       677.15289 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.9165267944s, input_fired_time: 1.3460488319, output_fired_time: 1.0675272942, propagate_forward_time: 32.4143943787, propagate_backward_time: 52.4143180847, weight_update_time: 0.1465307027, other_time: 2.6742401123
epoch time: 7.2329630852s, input_fired_time: 0.1857034564, output_fired_time: 0.0000000000, propagate_forward_time: 6.5212826729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259771347
validation[          , genome  6701] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       615.38696, best error:       615.38696 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.6334838867s, input_fired_time: 1.2923457623, output_fired_time: 1.0033731461, propagate_forward_time: 32.0783309937, propagate_backward_time: 51.7487831116, weight_update_time: 0.1413277388, other_time: 2.5106544495
epoch time: 7.3356504440s, input_fired_time: 0.1936348826, output_fired_time: 0.0000000000, propagate_forward_time: 6.6026983261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393171310
validation[          , genome  6701] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       722.74323, best error:       615.38696 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.0588607788s, input_fired_time: 1.3705778122, output_fired_time: 1.0516285896, propagate_forward_time: 32.5629730225, propagate_backward_time: 52.2843666077, weight_update_time: 0.1536581069, other_time: 2.7893180847
epoch time: 7.1416010857s, input_fired_time: 0.1738909185, output_fired_time: 0.0000000000, propagate_forward_time: 6.4775919914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901180267
validation[          , genome  6701] predictions:    9798/  10000 (97.98%), best:    9800/10000 (98.00%), error:       628.72876, best error:       615.38696 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 84.3698730469s, input_fired_time: 1.0842489004, output_fired_time: 0.8334700465, propagate_forward_time: 30.8780345917, propagate_backward_time: 49.6478271484, weight_update_time: 0.1063147411, other_time: 1.9262847900
epoch time: 6.6348900795s, input_fired_time: 0.1395218819, output_fired_time: 0.0000000000, propagate_forward_time: 6.1723885536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229794502
validation[          , genome  6701] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       706.87421, best error:       615.38696 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.6658248901s, input_fired_time: 1.3416743279, output_fired_time: 1.0327171087, propagate_forward_time: 32.3877525330, propagate_backward_time: 52.2505226135, weight_update_time: 0.1472305208, other_time: 2.6531600952
epoch time: 7.1129627228s, input_fired_time: 0.1774206758, output_fired_time: 0.0000000000, propagate_forward_time: 6.4664950371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690470695
validation[          , genome  6701] predictions:    9747/  10000 (97.47%), best:    9800/10000 (98.00%), error:       793.60052, best error:       615.38696 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 89.3880310059s, input_fired_time: 1.3141827583, output_fired_time: 1.0206789970, propagate_forward_time: 32.3317527771, propagate_backward_time: 52.1929473877, weight_update_time: 0.1378043443, other_time: 2.5284690857
epoch time: 7.1513943672s, input_fired_time: 0.1782072634, output_fired_time: 0.0000000000, propagate_forward_time: 6.4956455231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775414467
validation[          , genome  6701] predictions:    9822/  10000 (98.22%), best:    9800/10000 (98.00%), error:       626.17963, best error:       615.38696 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.6567153931s, input_fired_time: 1.3763762712, output_fired_time: 1.0739024878, propagate_forward_time: 32.6831169128, propagate_backward_time: 52.7817153931, weight_update_time: 0.1488559246, other_time: 2.7416038513
epoch time: 7.1357698441s, input_fired_time: 0.1764043570, output_fired_time: 0.0000000000, propagate_forward_time: 6.4784922600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808731079
validation[          , genome  6701] predictions:    9758/  10000 (97.58%), best:    9800/10000 (98.00%), error:       779.87457, best error:       615.38696 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 86.5523223877s, input_fired_time: 1.1837660074, output_fired_time: 0.9191964865, propagate_forward_time: 31.5033054352, propagate_backward_time: 50.6680450439, weight_update_time: 0.1228686199, other_time: 2.2780075073
epoch time: 6.6628546715s, input_fired_time: 0.1316383928, output_fired_time: 0.0000000000, propagate_forward_time: 6.1942820549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369340897
validation[          , genome  6701] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       699.32837, best error:       615.38696 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.0937728882s, input_fired_time: 1.2426497936, output_fired_time: 0.9779097438, propagate_forward_time: 31.9468421936, propagate_backward_time: 51.5951347351, weight_update_time: 0.1284922659, other_time: 2.3312301636
epoch time: 7.7157216072s, input_fired_time: 0.2091675550, output_fired_time: 0.0000000000, propagate_forward_time: 6.9708280563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357260704
validation[          , genome  6701] predictions:    9768/  10000 (97.68%), best:    9800/10000 (98.00%), error:       772.45099, best error:       615.38696 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.9834976196s, input_fired_time: 1.4170117378, output_fired_time: 1.1203067303, propagate_forward_time: 33.0588684082, propagate_backward_time: 53.6234512329, weight_update_time: 0.1501276791, other_time: 2.7638549805
epoch time: 6.6714620590s, input_fired_time: 0.1341193467, output_fired_time: 0.0000000000, propagate_forward_time: 6.1904177666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469247818
validation[          , genome  6701] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       710.44702, best error:       615.38696 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.1745376587s, input_fired_time: 1.3640643358, output_fired_time: 1.0620114803, propagate_forward_time: 32.5363273621, propagate_backward_time: 52.5422019958, weight_update_time: 0.1456604600, other_time: 2.6699295044
epoch time: 7.1514921188s, input_fired_time: 0.1722030342, output_fired_time: 0.0000000000, propagate_forward_time: 6.5381608009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411282539
validation[          , genome  6701] predictions:    9789/  10000 (97.89%), best:    9800/10000 (98.00%), error:       701.58722, best error:       615.38696 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.8427276611s, input_fired_time: 1.3088173866, output_fired_time: 1.0350022316, propagate_forward_time: 32.3672561646, propagate_backward_time: 52.6315116882, weight_update_time: 0.1365657747, other_time: 2.5001411438
epoch time: 6.5701427460s, input_fired_time: 0.1263756156, output_fired_time: 0.0000000000, propagate_forward_time: 6.1254487038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183183670
validation[          , genome  6701] predictions:    9798/  10000 (97.98%), best:    9800/10000 (98.00%), error:       653.62628, best error:       615.38696 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.5320358276s, input_fired_time: 1.1783583164, output_fired_time: 0.9155494571, propagate_forward_time: 31.4761886597, propagate_backward_time: 50.7825050354, weight_update_time: 0.1190175340, other_time: 2.1794319153
epoch time: 7.4383006096s, input_fired_time: 0.1930507123, output_fired_time: 0.0000000000, propagate_forward_time: 6.7245097160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207400322
validation[          , genome  6701] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       648.77759, best error:       615.38696 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.1514968872s, input_fired_time: 1.4157598019, output_fired_time: 1.0937128067, propagate_forward_time: 32.8224830627, propagate_backward_time: 52.9826278687, weight_update_time: 0.1607951373, other_time: 2.8369178772
epoch time: 7.2987709045s, input_fired_time: 0.1858086288, output_fired_time: 0.0000000000, propagate_forward_time: 6.6374378204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755244255
validation[          , genome  6701] predictions:    9747/  10000 (97.47%), best:    9800/10000 (98.00%), error:       800.54919, best error:       615.38696 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.4817199707s, input_fired_time: 1.3175874949, output_fired_time: 1.0240950584, propagate_forward_time: 32.3632316589, propagate_backward_time: 52.1520996094, weight_update_time: 0.1439120173, other_time: 2.6247062683
epoch time: 7.1723361015s, input_fired_time: 0.1805800349, output_fired_time: 0.0000000000, propagate_forward_time: 6.5010652542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906907082
validation[          , genome  6701] predictions:    9790/  10000 (97.90%), best:    9800/10000 (98.00%), error:       665.98016, best error:       615.38696 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.3063735962s, input_fired_time: 1.4428205490, output_fired_time: 1.1004221439, propagate_forward_time: 33.4536247253, propagate_backward_time: 53.5073547363, weight_update_time: 0.1548396647, other_time: 2.8021507263
epoch time: 7.5892276764s, input_fired_time: 0.2312963307, output_fired_time: 0.0000000000, propagate_forward_time: 6.6904335022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674976349
validation[          , genome  6701] predictions:    9805/  10000 (98.05%), best:    9800/10000 (98.00%), error:       616.09180, best error:       615.38696 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 92.7189025879s, input_fired_time: 1.6718817949, output_fired_time: 1.2998890877, propagate_forward_time: 33.1386833191, propagate_backward_time: 53.1529121399, weight_update_time: 0.1883808076, other_time: 3.4555358887
epoch time: 7.5157513618s, input_fired_time: 0.2246921659, output_fired_time: 0.0000000000, propagate_forward_time: 6.6319932938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590657234
validation[          , genome  6701] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       708.88934, best error:       615.38696 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.5851058960s, input_fired_time: 1.6613259315, output_fired_time: 1.3048394918, propagate_forward_time: 33.0803489685, propagate_backward_time: 53.0602798462, weight_update_time: 0.1871164739, other_time: 3.4783134460
epoch time: 7.5270290375s, input_fired_time: 0.2264485061, output_fired_time: 0.0000000000, propagate_forward_time: 6.6340742111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665062904
validation[          , genome  6701] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       722.81805, best error:       615.38696 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

arguments:
	'projects/csgrid.org_csg/exact_client_0.34_windows_x86_64.exe'
	'--training_file'
	'training_samples.bin'
	'--validation_file'
	'validation_samples.bin'
	'--testing_file'
	'testing_samples.bin'
	'--genome_file'
	'input_genome.txt'
	'--output_file'
	'output_genome.txt'
	'--checkpoint_file'
	'checkpoint.txt'
converting arguments to vector
boincified training filename: '../../projects/csgrid.org_csg/mnist_training_50k.bin'
boincified validation filename: '../../projects/csgrid.org_csg/mnist_validation_10k.bin'
boincified testing filename: '../../projects/csgrid.org_csg/mnist_testing_new.bin'
boincified genome filename: '../../projects/csgrid.org_csg/exact_genome_1512568488_43_6701.txt'
boincified output filename: '../../projects/csgrid.org_csg/exact_genome_1512568488_43_6701_0_r1658541619_0'
boincified checkpoint filename: 'checkpoint.txt'
loading genome
starting from checkpoint file: 'checkpoint.txt'
read CNN_Genome file with version string: 'v0.33'
read exact_id: -1
read genome_id: -1
read initial_mu: 0.5
read mu: 0.974236
read mu_delta: 0.95
read initial_learning_rate: 0.0125
read learning_rate: 0.000402153
read learning_rate_delta: 0.95
read initial_weight_decay: 0.0005
read weight_decay: 1.60861e-05
read weight_decay_delta: 0.95
read batch_size: 50
read epsilon: 1e-07
read alpha: 0.1
read input_dropout_probability: 0
read hidden_dropout_probability: 0
read velocity_reset: 1000
read epoch: 67
read max_epochs: 100
read reset_weights: 0
read padding: 2
read best_epoch: 49
read number_validation_images: 10000
read best_validation_predictions: 9800
read best_validation_error: 615.387
read number_training_images: 50000
read training_predictions: 0
read training_error: 1e+07
read number_test_images: 10000
read test_predictions: 0
read test_error: 1e+07
read generation_id: 6701
read normal distribution: '0 -0.872031390666962 0.225181892514229'
generator_str: '1175871612'
read generator: 1175871612
read generated_by_map:
1 crossover 1
reading 30 nodes.
reading 75 edges.
number input nodes: 1
number softmax nodes: 10
order_size: 50000
parsed input file
loaded genome
loading images
number_classes: 10
channels: 1
width: 28
height: 28
reading image set with 4923 images.
reading image set with 5742 images.
reading image set with 4958 images.
reading image set with 5131 images.
reading image set with 4842 images.
reading image set with 4421 images.
reading image set with 4918 images.
reading image set with 5265 images.
reading image set with 4851 images.
reading image set with 4949 images.
image_size: 1x28x28 = 784
read 50000 images.
    class    0: 4923
    class    1: 5742
    class    2: 4958
    class    3: 5131
    class    4: 4842
    class    5: 4421
    class    6: 4918
    class    7: 5265
    class    8: 4851
    class    9: 4949
calculating averages and standard deviations for images
average pixel value for channel 0: 0.130530551075935
pixel variance for channel 0: 0.0948646068572998
pixel standard deviation for channel 0: 0.308000981807709
number_classes: 10
channels: 1
width: 28
height: 28
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
image_size: 1x28x28 = 784
read 10000 images.
    class    0: 1000
    class    1: 1000
    class    2: 1000
    class    3: 1000
    class    4: 1000
    class    5: 1000
    class    6: 1000
    class    7: 1000
    class    8: 1000
    class    9: 1000
number_classes: 10
channels: 1
width: 28
height: 28
reading image set with 980 images.
reading image set with 1135 images.
reading image set with 1032 images.
reading image set with 1010 images.
reading image set with 982 images.
reading image set with 892 images.
reading image set with 958 images.
reading image set with 1028 images.
reading image set with 974 images.
reading image set with 1009 images.
image_size: 1x28x28 = 784
read 10000 images.
    class    0: 980
    class    1: 1135
    class    2: 1032
    class    3: 1010
    class    4: 982
    class    5: 892
    class    6: 958
    class    7: 1028
    class    8: 974
    class    9: 1009
loaded images
starting backpropagation!
epoch time: 93.8868255615234s, input_fired_time: 1.76068234443665, output_fired_time: 1.36026453971863, propagate_forward_time: 33.392147064209, propagate_backward_time: 53.7591781616211, weight_update_time: 0.197003871202469, other_time: 3.61455154418945
epoch time: 7.60972595214844s, input_fired_time: 0.236801788210869, output_fired_time: 0, propagate_forward_time: 6.68035364151001, propagate_backward_time: 0, weight_update_time: 0, other_time: 0.692570686340332
validation[          , genome  6701] predictions:    9802/  10000 (98.02%), best:    9800/10000 (98.00%), error:       637.74170, best error:       615.38696 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 93.8796005249s, input_fired_time: 1.7471251488, output_fired_time: 1.3751863241, propagate_forward_time: 33.4530792236, propagate_backward_time: 53.7175598145, weight_update_time: 0.1984868348, other_time: 3.5866546631
epoch time: 7.6616425514s, input_fired_time: 0.2378465086, output_fired_time: 0.0000000000, propagate_forward_time: 6.7458438873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779522896
validation[          , genome  6701] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       702.57275, best error:       615.38696 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.9194869995s, input_fired_time: 1.5327357054, output_fired_time: 1.1965591908, propagate_forward_time: 32.6979675293, propagate_backward_time: 52.4178466797, weight_update_time: 0.1671871096, other_time: 3.0743789673
epoch time: 7.5630793571s, input_fired_time: 0.2331410199, output_fired_time: 0.0000000000, propagate_forward_time: 6.6495957375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6803426743
validation[          , genome  6701] predictions:    9757/  10000 (97.57%), best:    9800/10000 (98.00%), error:       765.82983, best error:       615.38696 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.6838760376s, input_fired_time: 1.7434751987, output_fired_time: 1.3398355246, propagate_forward_time: 33.3505973816, propagate_backward_time: 53.6894760132, weight_update_time: 0.1926986873, other_time: 3.5604896545
epoch time: 7.5601401329s, input_fired_time: 0.2304687500, output_fired_time: 0.0000000000, propagate_forward_time: 6.6609773636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686940193
validation[          , genome  6701] predictions:    9776/  10000 (97.76%), best:    9800/10000 (98.00%), error:       694.46320, best error:       615.38696 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 93.6466293335s, input_fired_time: 1.7340911627, output_fired_time: 1.3565089703, propagate_forward_time: 33.3487586975, propagate_backward_time: 53.6200485229, weight_update_time: 0.1971518993, other_time: 3.5872230530
epoch time: 7.6006603241s, input_fired_time: 0.2307588905, output_fired_time: 0.0000000000, propagate_forward_time: 6.6585717201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113299370
validation[          , genome  6701] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       738.24622, best error:       615.38696 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.6906661987s, input_fired_time: 1.7586878538, output_fired_time: 1.3336247206, propagate_forward_time: 33.4145431519, propagate_backward_time: 53.6380233765, weight_update_time: 0.1991134584, other_time: 3.5457839966
epoch time: 7.6065378189s, input_fired_time: 0.2375758886, output_fired_time: 0.0000000000, propagate_forward_time: 6.6700596809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6989021301
validation[          , genome  6701] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       696.63013, best error:       615.38696 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 93.6269073486s, input_fired_time: 1.7500215769, output_fired_time: 1.3762025833, propagate_forward_time: 33.3333435059, propagate_backward_time: 53.6012802124, weight_update_time: 0.1924109757, other_time: 3.5660552979
epoch time: 7.6348867416s, input_fired_time: 0.2292407900, output_fired_time: 0.0000000000, propagate_forward_time: 6.7192416191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864042282
validation[          , genome  6701] predictions:    9731/  10000 (97.31%), best:    9800/10000 (98.00%), error:       812.97394, best error:       615.38696 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.9817352295s, input_fired_time: 1.7223079205, output_fired_time: 1.2917000055, propagate_forward_time: 33.2698059082, propagate_backward_time: 53.2835426331, weight_update_time: 0.1858910024, other_time: 3.4143791199
epoch time: 7.2340741158s, input_fired_time: 0.1898180097, output_fired_time: 0.0000000000, propagate_forward_time: 6.5608706474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833855629
validation[          , genome  6701] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       666.27271, best error:       615.38696 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.8858947754s, input_fired_time: 1.2658579350, output_fired_time: 1.0057202578, propagate_forward_time: 31.8468475342, propagate_backward_time: 51.3581962585, weight_update_time: 0.1358374804, other_time: 2.4092674255
epoch time: 6.5649814606s, input_fired_time: 0.1302574277, output_fired_time: 0.0000000000, propagate_forward_time: 6.1113061905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234176636
validation[          , genome  6701] predictions:    9766/  10000 (97.66%), best:    9800/10000 (98.00%), error:       721.47595, best error:       615.38696 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 86.1637420654s, input_fired_time: 1.2002210617, output_fired_time: 0.9246944785, propagate_forward_time: 31.4102954865, propagate_backward_time: 50.4471206665, weight_update_time: 0.1199608073, other_time: 2.1814117432
epoch time: 7.5672316551s, input_fired_time: 0.2239873856, output_fired_time: 0.0000000000, propagate_forward_time: 6.7804460526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627980232
validation[          , genome  6701] predictions:    9789/  10000 (97.89%), best:    9800/10000 (98.00%), error:       694.51373, best error:       615.38696 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 93.1325912476s, input_fired_time: 1.5417660475, output_fired_time: 1.1968846321, propagate_forward_time: 33.3840484619, propagate_backward_time: 53.9240493774, weight_update_time: 0.1770142168, other_time: 3.0858459473
epoch time: 6.6325082779s, input_fired_time: 0.1339474469, output_fired_time: 0.0000000000, propagate_forward_time: 6.1551299095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434309959
validation[          , genome  6701] predictions:    9751/  10000 (97.51%), best:    9800/10000 (98.00%), error:       783.94464, best error:       615.38696 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.9436035156s, input_fired_time: 1.4567234516, output_fired_time: 1.0977307558, propagate_forward_time: 32.7860450745, propagate_backward_time: 52.7674865723, weight_update_time: 0.1616995484, other_time: 2.8356132507
epoch time: 7.4725337029s, input_fired_time: 0.2103870213, output_fired_time: 0.0000000000, propagate_forward_time: 6.7028889656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592575073
validation[          , genome  6701] predictions:    9794/  10000 (97.94%), best:    9800/10000 (98.00%), error:       640.61633, best error:       615.38696 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.8052978516s, input_fired_time: 1.3557003736, output_fired_time: 1.0596503019, propagate_forward_time: 32.3523597717, propagate_backward_time: 52.5519142151, weight_update_time: 0.1403387040, other_time: 2.4856796265
epoch time: 6.7138295174s, input_fired_time: 0.1370992661, output_fired_time: 0.0000000000, propagate_forward_time: 6.2415657043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351645470
validation[          , genome  6701] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       708.54761, best error:       615.38696 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.0129013062s, input_fired_time: 1.3125463724, output_fired_time: 1.0627809763, propagate_forward_time: 32.4538040161, propagate_backward_time: 52.7914848328, weight_update_time: 0.1329857260, other_time: 2.3922843933
epoch time: 7.8276348114s, input_fired_time: 0.2272524983, output_fired_time: 0.0000000000, propagate_forward_time: 7.0546312332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457510948
validation[          , genome  6701] predictions:    9789/  10000 (97.89%), best:    9800/10000 (98.00%), error:       708.41046, best error:       615.38696 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 96.9415206909s, input_fired_time: 1.5714907646, output_fired_time: 1.3086630106, propagate_forward_time: 34.3394508362, propagate_backward_time: 56.7610626221, weight_update_time: 0.1657001078, other_time: 2.9608573914
epoch time: 6.6159267426s, input_fired_time: 0.1300798804, output_fired_time: 0.0000000000, propagate_forward_time: 6.1591973305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266496658
validation[          , genome  6701] predictions:    9799/  10000 (97.99%), best:    9800/10000 (98.00%), error:       699.61176, best error:       615.38696 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.0287933350s, input_fired_time: 1.6640543938, output_fired_time: 1.4015249014, propagate_forward_time: 34.9434738159, propagate_backward_time: 57.9679450989, weight_update_time: 0.1677289009, other_time: 3.0517921448
epoch time: 8.2312393188s, input_fired_time: 0.2506960034, output_fired_time: 0.0000000000, propagate_forward_time: 7.3263683319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541748047
validation[          , genome  6701] predictions:    9795/  10000 (97.95%), best:    9800/10000 (98.00%), error:       677.53375, best error:       615.38696 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 89.3636322021s, input_fired_time: 1.2843807936, output_fired_time: 1.0060911179, propagate_forward_time: 32.3157882690, propagate_backward_time: 52.4727821350, weight_update_time: 0.1230847836, other_time: 2.2845954895
epoch time: 6.5625715256s, input_fired_time: 0.1278445274, output_fired_time: 0.0000000000, propagate_forward_time: 6.1173591614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173680305
validation[          , genome  6701] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       610.46735, best error:       610.46735 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.0816879272s, input_fired_time: 1.4456233978, output_fired_time: 1.1887968779, propagate_forward_time: 33.2528839111, propagate_backward_time: 54.5341186523, weight_update_time: 0.1495464891, other_time: 2.6602630615
epoch time: 7.2478532791s, input_fired_time: 0.1794961393, output_fired_time: 0.0000000000, propagate_forward_time: 6.6128511429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555058479
validation[          , genome  6701] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       702.93475, best error:       610.46735 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.8351974487s, input_fired_time: 1.4862291813, output_fired_time: 1.2015186548, propagate_forward_time: 33.4974594116, propagate_backward_time: 54.9136924744, weight_update_time: 0.1528161019, other_time: 2.7363014221
epoch time: 7.8898816109s, input_fired_time: 0.2348529249, output_fired_time: 0.0000000000, propagate_forward_time: 7.1175551414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374736786
validation[          , genome  6701] predictions:    9802/  10000 (98.02%), best:    9805/10000 (98.05%), error:       627.58203, best error:       610.46735 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 97.3705825806s, input_fired_time: 1.6475392580, output_fired_time: 1.3548380136, propagate_forward_time: 34.4828796387, propagate_backward_time: 56.7702522278, weight_update_time: 0.1776832044, other_time: 3.1150779724
epoch time: 7.6954417229s, input_fired_time: 0.2183258235, output_fired_time: 0.0000000000, propagate_forward_time: 6.9185013771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586147308
validation[          , genome  6701] predictions:    9811/  10000 (98.11%), best:    9805/10000 (98.05%), error:       662.91516, best error:       610.46735 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.6615219116s, input_fired_time: 1.1293729544, output_fired_time: 0.8772922158, propagate_forward_time: 31.2241592407, propagate_backward_time: 50.4430351257, weight_update_time: 0.1093751863, other_time: 1.9876670837
epoch time: 6.6301040649s, input_fired_time: 0.1377278566, output_fired_time: 0.0000000000, propagate_forward_time: 6.1656999588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266763687
validation[          , genome  6701] predictions:    9759/  10000 (97.59%), best:    9805/10000 (98.05%), error:       764.91510, best error:       610.46735 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 96.7170333862s, input_fired_time: 1.5906299353, output_fired_time: 1.3083956242, propagate_forward_time: 34.2989540100, propagate_backward_time: 56.6035690308, weight_update_time: 0.1626587361, other_time: 2.9154853821
epoch time: 7.7258577347s, input_fired_time: 0.2240617424, output_fired_time: 0.0000000000, propagate_forward_time: 6.9560389519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457568169
validation[          , genome  6701] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       669.88501, best error:       610.46735 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 94.4690399170s, input_fired_time: 1.4892861843, output_fired_time: 1.2331720591, propagate_forward_time: 33.6607475281, propagate_backward_time: 55.3188171387, weight_update_time: 0.1509063095, other_time: 2.7670173645
epoch time: 8.0884971619s, input_fired_time: 0.2534006536, output_fired_time: 0.0000000000, propagate_forward_time: 7.2129712105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221251488
validation[          , genome  6701] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       657.44489, best error:       610.46735 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 100.0867767334s, input_fired_time: 1.6699752808, output_fired_time: 1.3960648775, propagate_forward_time: 35.5188102722, propagate_backward_time: 58.5265235901, weight_update_time: 0.1674525291, other_time: 2.9754028320
epoch time: 8.3797454834s, input_fired_time: 0.2829523683, output_fired_time: 0.0000000000, propagate_forward_time: 7.3567633629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400298119
validation[          , genome  6701] predictions:    9795/  10000 (97.95%), best:    9805/10000 (98.05%), error:       653.97284, best error:       610.46735 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.8699798584s, input_fired_time: 2.0094561577, output_fired_time: 1.6808789968, propagate_forward_time: 35.9073104858, propagate_backward_time: 59.5063323975, weight_update_time: 0.2089346051, other_time: 3.7660064697
epoch time: 8.4003438950s, input_fired_time: 0.2831647396, output_fired_time: 0.0000000000, propagate_forward_time: 7.4485487938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686301231
validation[          , genome  6701] predictions:    9804/  10000 (98.04%), best:    9805/10000 (98.05%), error:       645.43494, best error:       610.46735 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 100.9074478149s, input_fired_time: 1.9251865149, output_fired_time: 1.5889630318, propagate_forward_time: 35.3481521606, propagate_backward_time: 58.2934722900, weight_update_time: 0.2041748017, other_time: 3.7516708374
epoch time: 8.4685945511s, input_fired_time: 0.2904370129, output_fired_time: 0.0000000000, propagate_forward_time: 7.4328885078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452692986
validation[          , genome  6701] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       656.88013, best error:       610.46735 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 99.2410354614s, input_fired_time: 1.8896234035, output_fired_time: 1.5300018787, propagate_forward_time: 34.8608970642, propagate_backward_time: 57.2795829773, weight_update_time: 0.2014221698, other_time: 3.6809310913
epoch time: 7.8382625580s, input_fired_time: 0.2505050004, output_fired_time: 0.0000000000, propagate_forward_time: 6.8930659294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6946916580
validation[          , genome  6701] predictions:    9666/  10000 (96.66%), best:    9805/10000 (98.05%), error:       961.40607, best error:       610.46735 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 103.7553329468s, input_fired_time: 2.0307736397, output_fired_time: 1.6961909533, propagate_forward_time: 36.0527648926, propagate_backward_time: 60.2360839844, weight_update_time: 0.2004692852, other_time: 3.7395172119
epoch time: 8.1674013138s, input_fired_time: 0.2808178067, output_fired_time: 0.0000000000, propagate_forward_time: 7.1979022026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6886811256
validation[          , genome  6701] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       661.15424, best error:       610.46735 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 102.8700408936s, input_fired_time: 1.9537516832, output_fired_time: 1.6529355049, propagate_forward_time: 35.6853218079, propagate_backward_time: 59.8359413147, weight_update_time: 0.2119381279, other_time: 3.7420883179
epoch time: 8.4763183594s, input_fired_time: 0.2911274731, output_fired_time: 0.0000000000, propagate_forward_time: 7.4684348106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167563438
validation[          , genome  6701] predictions:    9770/  10000 (97.70%), best:    9805/10000 (98.05%), error:       767.86493, best error:       610.46735 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 103.7924346924s, input_fired_time: 2.0258300304, output_fired_time: 1.6383073330, propagate_forward_time: 36.1386833191, propagate_backward_time: 60.1730270386, weight_update_time: 0.2047865540, other_time: 3.8165855408
epoch time: 8.1291112900s, input_fired_time: 0.2654162943, output_fired_time: 0.0000000000, propagate_forward_time: 7.1553411484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083539963
validation[          , genome  6701] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       638.94867, best error:       610.46735 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.6703948975s, input_fired_time: 1.8942784071, output_fired_time: 1.5371193886, propagate_forward_time: 34.9632072449, propagate_backward_time: 57.5728378296, weight_update_time: 0.2008863091, other_time: 3.7029533386
epoch time: 8.3384847641s, input_fired_time: 0.2813110948, output_fired_time: 0.0000000000, propagate_forward_time: 7.3134016991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7437720299
validation[          , genome  6701] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       679.86932, best error:       610.46735 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.5121688843s, input_fired_time: 1.9705671072, output_fired_time: 1.6812338829, propagate_forward_time: 35.7184791565, propagate_backward_time: 59.4118614197, weight_update_time: 0.1999622583, other_time: 3.7300262451
epoch time: 8.4390068054s, input_fired_time: 0.2768445015, output_fired_time: 0.0000000000, propagate_forward_time: 7.4172143936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7449483871
validation[          , genome  6701] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       639.45404, best error:       610.46735 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.9834442139s, input_fired_time: 1.7043650150, output_fired_time: 1.3271548748, propagate_forward_time: 33.7356109619, propagate_backward_time: 54.9539489746, weight_update_time: 0.1776544154, other_time: 3.2623596191
epoch time: 8.0393838882s, input_fired_time: 0.2545844018, output_fired_time: 0.0000000000, propagate_forward_time: 7.0764145851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083849907
validation[          , genome  6701] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       642.77283, best error:       610.46735 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 98.6314315796s, input_fired_time: 1.8905990124, output_fired_time: 1.4811184406, propagate_forward_time: 34.7115936279, propagate_backward_time: 56.8499526978, weight_update_time: 0.2002294511, other_time: 3.6981658936
epoch time: 8.1112070084s, input_fired_time: 0.2680519521, output_fired_time: 0.0000000000, propagate_forward_time: 7.1179141998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7252407074
validation[          , genome  6701] predictions:    9809/  10000 (98.09%), best:    9805/10000 (98.05%), error:       634.08667, best error:       610.46735 on epoch:    83, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 39.0015869141s, input_fired_time: 1.2120544910, output_fired_time: 0.0000000000, propagate_forward_time: 34.1817474365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6077842712
best training[          , genome  6701] predictions:   49845/  50000 (99.69%), best:    9805/10000 (98.05%), error:       873.00745, best error:       610.46735 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.6410384178s, input_fired_time: 0.2304488569, output_fired_time: 0.0000000000, propagate_forward_time: 6.7570915222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534981728
   testing[          , genome  6701] predictions:    9810/  10000 (98.10%), best:    9805/10000 (98.05%), error:       590.24756, best error:       610.46735 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:31:31 (12624): called boinc_finish(0)

</stderr_txt>
]]>