Nameexact_genome_1512568488_45_1910_1
Workunit2580797
Created6 Dec 2017, 21:15:05 UTC
Sent6 Dec 2017, 21:17:20 UTC
Report deadline9 Dec 2017, 0:18:41 UTC
Received7 Dec 2017, 21:43:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time56 min 59 sec
CPU time56 min 55 sec
Validate stateValid
Credit531.49
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.15 MB
Peak swap size150.52 MB
Peak disk usage0.92 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 30.6690711975s, input_fired_time: 0.2368375063, output_fired_time: 0.1635085046, propagate_forward_time: 12.2398223877, propagate_backward_time: 16.5164012909, weight_update_time: 0.0653509200, other_time: 1.5125007629
epoch time: 2.2738606930s, input_fired_time: 0.0227176081, output_fired_time: 0.0000000000, propagate_forward_time: 2.0236845016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2274584770
validation[          , genome  1910] predictions:    9356/  10000 (93.56%), best:    9388/10000 (93.88%), error:      2244.51929, best error:      2180.39111 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 27.4538307190s, input_fired_time: 0.2219290584, output_fired_time: 0.1493640244, propagate_forward_time: 10.9058151245, propagate_backward_time: 14.8123302460, weight_update_time: 0.0575000010, other_time: 1.3643913269
epoch time: 2.5505733490s, input_fired_time: 0.0250491556, output_fired_time: 0.0000000000, propagate_forward_time: 2.2716367245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538874149
validation[          , genome  1910] predictions:    9345/  10000 (93.45%), best:    9388/10000 (93.88%), error:      2264.79053, best error:      2180.39111 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 27.9196319580s, input_fired_time: 0.2243175954, output_fired_time: 0.1513192654, propagate_forward_time: 11.0997009277, propagate_backward_time: 15.0646677017, weight_update_time: 0.0582175367, other_time: 1.3796262741
epoch time: 3.1144444942s, input_fired_time: 0.0288887750, output_fired_time: 0.0000000000, propagate_forward_time: 2.7845437527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010120392
validation[          , genome  1910] predictions:    9362/  10000 (93.62%), best:    9388/10000 (93.88%), error:      2225.03589, best error:      2180.39111 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 29.5723247528s, input_fired_time: 0.2306669503, output_fired_time: 0.1582074761, propagate_forward_time: 11.7750015259, propagate_backward_time: 15.9531364441, weight_update_time: 0.0623175129, other_time: 1.4553127289
epoch time: 3.1097853184s, input_fired_time: 0.0291867591, output_fired_time: 0.0000000000, propagate_forward_time: 2.7799286842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006699085
validation[          , genome  1910] predictions:    9250/  10000 (92.50%), best:    9388/10000 (93.88%), error:      2648.46558, best error:      2180.39111 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 37.1103324890s, input_fired_time: 0.2676621079, output_fired_time: 0.1923746765, propagate_forward_time: 14.8868503571, propagate_backward_time: 19.9768772125, weight_update_time: 0.0775668621, other_time: 1.7865676880
epoch time: 3.3314831257s, input_fired_time: 0.0312086474, output_fired_time: 0.0000000000, propagate_forward_time: 2.9792003632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210740089
validation[          , genome  1910] predictions:    9386/  10000 (93.86%), best:    9388/10000 (93.88%), error:      2234.63574, best error:      2180.39111 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 35.6560478210s, input_fired_time: 0.2613124251, output_fired_time: 0.1855602562, propagate_forward_time: 14.2862539291, propagate_backward_time: 19.1977691650, weight_update_time: 0.0747965351, other_time: 1.7251510620
epoch time: 3.3370382786s, input_fired_time: 0.0309459064, output_fired_time: 0.0000000000, propagate_forward_time: 2.9865396023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195526600
validation[          , genome  1910] predictions:    9349/  10000 (93.49%), best:    9388/10000 (93.88%), error:      2194.83105, best error:      2180.39111 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 28.2002067566s, input_fired_time: 0.2284962088, output_fired_time: 0.1523896903, propagate_forward_time: 11.2134370804, propagate_backward_time: 15.2050552368, weight_update_time: 0.0591219477, other_time: 1.4008293152
epoch time: 3.3443396091s, input_fired_time: 0.0314968936, output_fired_time: 0.0000000000, propagate_forward_time: 2.9916605949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211820126
validation[          , genome  1910] predictions:    9366/  10000 (93.66%), best:    9388/10000 (93.88%), error:      2210.86401, best error:      2180.39111 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 35.5103645325s, input_fired_time: 0.2631425858, output_fired_time: 0.1850121915, propagate_forward_time: 14.2183561325, propagate_backward_time: 19.1349163055, weight_update_time: 0.0739912689, other_time: 1.7089366913
epoch time: 3.3367230892s, input_fired_time: 0.0314717814, output_fired_time: 0.0000000000, propagate_forward_time: 2.9845123291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207390308
validation[          , genome  1910] predictions:    9384/  10000 (93.84%), best:    9384/10000 (93.84%), error:      2103.09375, best error:      2103.09375 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 33.3635787964s, input_fired_time: 0.2505554259, output_fired_time: 0.1751018167, propagate_forward_time: 13.3079366684, propagate_backward_time: 18.0065612793, weight_update_time: 0.0701423287, other_time: 1.6234207153
epoch time: 3.3417525291s, input_fired_time: 0.0312721096, output_fired_time: 0.0000000000, propagate_forward_time: 2.9892094135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212709427
validation[          , genome  1910] predictions:    9337/  10000 (93.37%), best:    9384/10000 (93.84%), error:      2361.73877, best error:      2103.09375 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 34.4298019409s, input_fired_time: 0.2554275095, output_fired_time: 0.1798959672, propagate_forward_time: 13.7859010696, propagate_backward_time: 18.5311374664, weight_update_time: 0.0727358013, other_time: 1.6774387360
epoch time: 2.2890334129s, input_fired_time: 0.0228223745, output_fired_time: 0.0000000000, propagate_forward_time: 2.0362176895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2299933434
validation[          , genome  1910] predictions:    9381/  10000 (93.81%), best:    9384/10000 (93.84%), error:      2126.23633, best error:      2103.09375 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 26.2467613220s, input_fired_time: 0.2156296074, output_fired_time: 0.1428889036, propagate_forward_time: 10.3624763489, propagate_backward_time: 14.2100839615, weight_update_time: 0.0560136177, other_time: 1.3156824112
epoch time: 2.2295651436s, input_fired_time: 0.0227583311, output_fired_time: 0.0000000000, propagate_forward_time: 1.9823478460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2244590521
validation[          , genome  1910] predictions:    9357/  10000 (93.57%), best:    9384/10000 (93.84%), error:      2192.99121, best error:      2103.09375 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 30.6892757416s, input_fired_time: 0.2377214283, output_fired_time: 0.1634579599, propagate_forward_time: 12.2303533554, propagate_backward_time: 16.5558414459, weight_update_time: 0.0648010224, other_time: 1.5019016266
epoch time: 3.3456799984s, input_fired_time: 0.0318894349, output_fired_time: 0.0000000000, propagate_forward_time: 2.9925827980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212077618
validation[          , genome  1910] predictions:    9348/  10000 (93.48%), best:    9384/10000 (93.84%), error:      2237.75000, best error:      2103.09375 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 30.8740596771s, input_fired_time: 0.2420409173, output_fired_time: 0.1641203314, propagate_forward_time: 12.3006067276, propagate_backward_time: 16.6509056091, weight_update_time: 0.0648227930, other_time: 1.5163879395
epoch time: 2.5885126591s, input_fired_time: 0.0258774534, output_fired_time: 0.0000000000, propagate_forward_time: 2.3070151806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2556200027
validation[          , genome  1910] predictions:    9348/  10000 (93.48%), best:    9384/10000 (93.84%), error:      2208.12720, best error:      2103.09375 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 28.7748031616s, input_fired_time: 0.2311023772, output_fired_time: 0.1552740037, propagate_forward_time: 11.4332723618, propagate_backward_time: 15.5176658630, weight_update_time: 0.0607327037, other_time: 1.4374885559
epoch time: 2.6169667244s, input_fired_time: 0.0259006936, output_fired_time: 0.0000000000, propagate_forward_time: 2.3320174217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590487003
validation[          , genome  1910] predictions:    9341/  10000 (93.41%), best:    9384/10000 (93.84%), error:      2280.51514, best error:      2103.09375 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 36.1856994629s, input_fired_time: 0.2631541789, output_fired_time: 0.1873739362, propagate_forward_time: 14.4893579483, propagate_backward_time: 19.4970264435, weight_update_time: 0.0765202120, other_time: 1.7487888336
epoch time: 2.3619825840s, input_fired_time: 0.0238113999, output_fired_time: 0.0000000000, propagate_forward_time: 2.1009800434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371912003
validation[          , genome  1910] predictions:    9401/  10000 (94.01%), best:    9384/10000 (93.84%), error:      2121.59570, best error:      2103.09375 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 28.2310695648s, input_fired_time: 0.2279605269, output_fired_time: 0.1524117291, propagate_forward_time: 11.1956090927, propagate_backward_time: 15.2406396866, weight_update_time: 0.0594111048, other_time: 1.4144468307
epoch time: 2.5752294064s, input_fired_time: 0.0254669730, output_fired_time: 0.0000000000, propagate_forward_time: 2.2964758873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532866001
validation[          , genome  1910] predictions:    9345/  10000 (93.45%), best:    9384/10000 (93.84%), error:      2244.48926, best error:      2103.09375 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 28.6071224213s, input_fired_time: 0.2305706292, output_fired_time: 0.1549030095, propagate_forward_time: 11.3668422699, propagate_backward_time: 15.4343414307, weight_update_time: 0.0599449165, other_time: 1.4204654694
epoch time: 2.5019326210s, input_fired_time: 0.0252912026, output_fired_time: 0.0000000000, propagate_forward_time: 2.2269189358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2497224808
validation[          , genome  1910] predictions:    9388/  10000 (93.88%), best:    9388/10000 (93.88%), error:      2095.10107, best error:      2095.10107 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 30.4948253632s, input_fired_time: 0.2397533208, output_fired_time: 0.1625514627, propagate_forward_time: 12.1395292282, propagate_backward_time: 16.4487075806, weight_update_time: 0.0637889653, other_time: 1.5042839050
epoch time: 2.4959590435s, input_fired_time: 0.0251559187, output_fired_time: 0.0000000000, propagate_forward_time: 2.2232658863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2475371361
validation[          , genome  1910] predictions:    9374/  10000 (93.74%), best:    9388/10000 (93.88%), error:      2152.31812, best error:      2095.10107 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 33.1300086975s, input_fired_time: 0.2524080873, output_fired_time: 0.1750006676, propagate_forward_time: 13.2511367798, propagate_backward_time: 17.8271331787, weight_update_time: 0.0700565428, other_time: 1.6243324280
epoch time: 3.1837563515s, input_fired_time: 0.0308181997, output_fired_time: 0.0000000000, propagate_forward_time: 2.8458456993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070924282
validation[          , genome  1910] predictions:    9351/  10000 (93.51%), best:    9388/10000 (93.88%), error:      2150.46069, best error:      2095.10107 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 35.0937194824s, input_fired_time: 0.2616202831, output_fired_time: 0.1834587455, propagate_forward_time: 14.0605983734, propagate_backward_time: 18.8842105865, weight_update_time: 0.0736781880, other_time: 1.7038307190
epoch time: 2.9801774025s, input_fired_time: 0.0284149013, output_fired_time: 0.0000000000, propagate_forward_time: 2.6644785404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872838974
validation[          , genome  1910] predictions:    9394/  10000 (93.94%), best:    9394/10000 (93.94%), error:      2094.21460, best error:      2094.21460 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 33.7296600342s, input_fired_time: 0.2608160973, output_fired_time: 0.1777314842, propagate_forward_time: 13.4888029099, propagate_backward_time: 18.1447734833, weight_update_time: 0.0711010918, other_time: 1.6575374603
epoch time: 3.3559525013s, input_fired_time: 0.0319819488, output_fired_time: 0.0000000000, propagate_forward_time: 2.9931004047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308701515
validation[          , genome  1910] predictions:    9386/  10000 (93.86%), best:    9394/10000 (93.94%), error:      2184.49878, best error:      2094.21460 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 35.0160789490s, input_fired_time: 0.2607077062, output_fired_time: 0.1828596592, propagate_forward_time: 14.0405359268, propagate_backward_time: 18.8280735016, weight_update_time: 0.0736863613, other_time: 1.7039012909
epoch time: 3.2659854889s, input_fired_time: 0.0312877409, output_fired_time: 0.0000000000, propagate_forward_time: 2.9193310738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153667450
validation[          , genome  1910] predictions:    9371/  10000 (93.71%), best:    9394/10000 (93.94%), error:      2134.13770, best error:      2094.21460 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 35.4848213196s, input_fired_time: 0.2685945928, output_fired_time: 0.1851109564, propagate_forward_time: 14.1910181046, propagate_backward_time: 19.0830307007, weight_update_time: 0.0744094551, other_time: 1.7570686340
epoch time: 3.2798855305s, input_fired_time: 0.0312142428, output_fired_time: 0.0000000000, propagate_forward_time: 2.9285433292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201279640
validation[          , genome  1910] predictions:    9324/  10000 (93.24%), best:    9394/10000 (93.94%), error:      2301.98926, best error:      2094.21460 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 33.1571044922s, input_fired_time: 0.2613500059, output_fired_time: 0.1745370030, propagate_forward_time: 13.2232637405, propagate_backward_time: 17.8313140869, weight_update_time: 0.0691745579, other_time: 1.6666412354
epoch time: 3.0339605808s, input_fired_time: 0.0295174178, output_fired_time: 0.0000000000, propagate_forward_time: 2.7082495689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961935997
validation[          , genome  1910] predictions:    9407/  10000 (94.07%), best:    9407/10000 (94.07%), error:      2024.36426, best error:      2024.36426 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 35.1489562988s, input_fired_time: 0.2629949450, output_fired_time: 0.1834267080, propagate_forward_time: 14.0756883621, propagate_backward_time: 18.8997268677, weight_update_time: 0.0734674037, other_time: 1.7271194458
epoch time: 3.3466093540s, input_fired_time: 0.0317750312, output_fired_time: 0.0000000000, propagate_forward_time: 2.9927864075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220479488
validation[          , genome  1910] predictions:    9409/  10000 (94.09%), best:    9407/10000 (94.07%), error:      2043.31836, best error:      2024.36426 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.7910156250s, input_fired_time: 0.2556232512, output_fired_time: 0.1768319905, propagate_forward_time: 13.5081539154, propagate_backward_time: 18.1758365631, weight_update_time: 0.0708628893, other_time: 1.6745719910
epoch time: 2.9848520756s, input_fired_time: 0.0292295162, output_fired_time: 0.0000000000, propagate_forward_time: 2.6631383896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924842834
validation[          , genome  1910] predictions:    9416/  10000 (94.16%), best:    9407/10000 (94.07%), error:      2039.71472, best error:      2024.36426 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 34.0932731628s, input_fired_time: 0.2571097314, output_fired_time: 0.1791495830, propagate_forward_time: 13.5938367844, propagate_backward_time: 18.3675441742, weight_update_time: 0.0711775944, other_time: 1.6956310272
epoch time: 3.3313705921s, input_fired_time: 0.0309959464, output_fired_time: 0.0000000000, propagate_forward_time: 2.9754805565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248941898
validation[          , genome  1910] predictions:    9401/  10000 (94.01%), best:    9407/10000 (94.07%), error:      2067.15308, best error:      2024.36426 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 34.3194694519s, input_fired_time: 0.2630011737, output_fired_time: 0.1798347682, propagate_forward_time: 13.6711587906, propagate_backward_time: 18.4913330078, weight_update_time: 0.0715022832, other_time: 1.7141418457
epoch time: 3.0729801655s, input_fired_time: 0.0296719186, output_fired_time: 0.0000000000, propagate_forward_time: 2.7428603172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004479408
validation[          , genome  1910] predictions:    9421/  10000 (94.21%), best:    9407/10000 (94.07%), error:      2051.93994, best error:      2024.36426 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 34.7909507751s, input_fired_time: 0.2601259649, output_fired_time: 0.1817106158, propagate_forward_time: 13.9149980545, propagate_backward_time: 18.7046318054, weight_update_time: 0.0798125044, other_time: 1.7294883728
epoch time: 3.3454692364s, input_fired_time: 0.0316402838, output_fired_time: 0.0000000000, propagate_forward_time: 2.9886267185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252022266
validation[          , genome  1910] predictions:    9415/  10000 (94.15%), best:    9415/10000 (94.15%), error:      2018.82324, best error:      2018.82324 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 35.3699874878s, input_fired_time: 0.2618992031, output_fired_time: 0.1842344403, propagate_forward_time: 14.1459197998, propagate_backward_time: 19.0471477509, weight_update_time: 0.0733501688, other_time: 1.7307872772
epoch time: 3.3342492580s, input_fired_time: 0.0311746635, output_fired_time: 0.0000000000, propagate_forward_time: 2.9842321873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188424110
validation[          , genome  1910] predictions:    9416/  10000 (94.16%), best:    9415/10000 (94.15%), error:      2072.06812, best error:      2018.82324 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 33.0802116394s, input_fired_time: 0.2511927783, output_fired_time: 0.1749933064, propagate_forward_time: 13.2326841354, propagate_backward_time: 17.8269367218, weight_update_time: 0.0686795861, other_time: 1.5944042206
epoch time: 2.5408949852s, input_fired_time: 0.0253252815, output_fired_time: 0.0000000000, propagate_forward_time: 2.2656047344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2499649525
validation[          , genome  1910] predictions:    9422/  10000 (94.22%), best:    9415/10000 (94.15%), error:      2053.85547, best error:      2018.82324 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 33.2168731689s, input_fired_time: 0.2516967356, output_fired_time: 0.1786156893, propagate_forward_time: 13.3258924484, propagate_backward_time: 17.8532657623, weight_update_time: 0.0696632341, other_time: 1.6074008942
epoch time: 3.3366091251s, input_fired_time: 0.0312273838, output_fired_time: 0.0000000000, propagate_forward_time: 2.9878966808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174850941
validation[          , genome  1910] predictions:    9366/  10000 (93.66%), best:    9415/10000 (94.15%), error:      2196.56836, best error:      2018.82324 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 33.0789451599s, input_fired_time: 0.2502996027, output_fired_time: 0.1746724099, propagate_forward_time: 13.2135000229, propagate_backward_time: 17.8464069366, weight_update_time: 0.0686353594, other_time: 1.5940647125
epoch time: 3.3358836174s, input_fired_time: 0.0311042778, output_fired_time: 0.0000000000, propagate_forward_time: 2.9858908653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188884258
validation[          , genome  1910] predictions:    9371/  10000 (93.71%), best:    9415/10000 (94.15%), error:      2205.09009, best error:      2018.82324 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 30.9139804840s, input_fired_time: 0.2416422814, output_fired_time: 0.1647813022, propagate_forward_time: 12.3135070801, propagate_backward_time: 16.6918945312, weight_update_time: 0.0639561862, other_time: 1.5021553040
epoch time: 3.3373446465s, input_fired_time: 0.0310942829, output_fired_time: 0.0000000000, propagate_forward_time: 2.9854545593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207957745
validation[          , genome  1910] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      1990.14819, best error:      1990.14819 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 34.3394775391s, input_fired_time: 0.2584047019, output_fired_time: 0.1794026196, propagate_forward_time: 13.7144794464, propagate_backward_time: 18.5396766663, weight_update_time: 0.0712160543, other_time: 1.6475162506
epoch time: 2.5586030483s, input_fired_time: 0.0253223982, output_fired_time: 0.0000000000, propagate_forward_time: 2.2860717773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472088337
validation[          , genome  1910] predictions:    9418/  10000 (94.18%), best:    9413/10000 (94.13%), error:      2043.85168, best error:      1990.14819 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 29.7489261627s, input_fired_time: 0.2363907397, output_fired_time: 0.1596441269, propagate_forward_time: 11.8624353409, propagate_backward_time: 16.0472469330, weight_update_time: 0.0612067953, other_time: 1.4432086945
epoch time: 2.4180753231s, input_fired_time: 0.0244350713, output_fired_time: 0.0000000000, propagate_forward_time: 2.1543841362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392561436
validation[          , genome  1910] predictions:    9427/  10000 (94.27%), best:    9427/10000 (94.27%), error:      1973.24121, best error:      1973.24121 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 30.3808231354s, input_fired_time: 0.2385241687, output_fired_time: 0.1636909544, propagate_forward_time: 12.1023206711, propagate_backward_time: 16.4102993011, weight_update_time: 0.0624319427, other_time: 1.4659900665
epoch time: 2.8539140224s, input_fired_time: 0.0277707297, output_fired_time: 0.0000000000, propagate_forward_time: 2.5480318069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781114578
validation[          , genome  1910] predictions:    9398/  10000 (93.98%), best:    9427/10000 (94.27%), error:      2077.13916, best error:      1973.24121 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 33.3359680176s, input_fired_time: 0.2523662448, output_fired_time: 0.1752636731, propagate_forward_time: 13.3296689987, propagate_backward_time: 17.9708251953, weight_update_time: 0.0688787848, other_time: 1.6078453064
epoch time: 2.5237383842s, input_fired_time: 0.0251542740, output_fired_time: 0.0000000000, propagate_forward_time: 2.2495093346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2490746975
validation[          , genome  1910] predictions:    9425/  10000 (94.25%), best:    9427/10000 (94.27%), error:      1981.09534, best error:      1973.24121 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 28.2735996246s, input_fired_time: 0.2285312414, output_fired_time: 0.1536891758, propagate_forward_time: 11.2290430069, propagate_backward_time: 15.2871599197, weight_update_time: 0.0584984049, other_time: 1.3751783371
epoch time: 2.5620512962s, input_fired_time: 0.0254007056, output_fired_time: 0.0000000000, propagate_forward_time: 2.2854917049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2511589527
validation[          , genome  1910] predictions:    9327/  10000 (93.27%), best:    9427/10000 (94.27%), error:      2322.63940, best error:      1973.24121 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 28.6486358643s, input_fired_time: 0.2289241850, output_fired_time: 0.1540130377, propagate_forward_time: 11.3577241898, propagate_backward_time: 15.5103759766, weight_update_time: 0.0593707226, other_time: 1.3975982666
epoch time: 2.6499187946s, input_fired_time: 0.0261916071, output_fired_time: 0.0000000000, propagate_forward_time: 2.3639202118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598068714
validation[          , genome  1910] predictions:    9417/  10000 (94.17%), best:    9427/10000 (94.27%), error:      2018.46252, best error:      1973.24121 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 31.0897159576s, input_fired_time: 0.2413378954, output_fired_time: 0.1651375592, propagate_forward_time: 12.3915443420, propagate_backward_time: 16.7894058228, weight_update_time: 0.0641323626, other_time: 1.5022888184
epoch time: 2.4122760296s, input_fired_time: 0.0247107893, output_fired_time: 0.0000000000, propagate_forward_time: 2.1505541801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370109558
validation[          , genome  1910] predictions:    9383/  10000 (93.83%), best:    9427/10000 (94.27%), error:      2092.71948, best error:      1973.24121 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 27.9100418091s, input_fired_time: 0.2269325703, output_fired_time: 0.1508317590, propagate_forward_time: 11.1096134186, propagate_backward_time: 15.0630741119, weight_update_time: 0.0577941686, other_time: 1.3595905304
epoch time: 2.4406869411s, input_fired_time: 0.0247498881, output_fired_time: 0.0000000000, propagate_forward_time: 2.1718280315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2441089153
validation[          , genome  1910] predictions:    9435/  10000 (94.35%), best:    9427/10000 (94.27%), error:      1995.60168, best error:      1973.24121 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 28.9811115265s, input_fired_time: 0.2330739051, output_fired_time: 0.1567235440, propagate_forward_time: 11.5651769638, propagate_backward_time: 15.6130142212, weight_update_time: 0.0604758486, other_time: 1.4131240845
epoch time: 2.2328653336s, input_fired_time: 0.0235271119, output_fired_time: 0.0000000000, propagate_forward_time: 1.9861001968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2232379913
validation[          , genome  1910] predictions:    9410/  10000 (94.10%), best:    9427/10000 (94.27%), error:      2042.69946, best error:      1973.24121 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 26.9887657166s, input_fired_time: 0.2253804207, output_fired_time: 0.1472997069, propagate_forward_time: 10.6961584091, propagate_backward_time: 14.5778760910, weight_update_time: 0.0580629930, other_time: 1.3420524597
epoch time: 3.3403928280s, input_fired_time: 0.0313831344, output_fired_time: 0.0000000000, propagate_forward_time: 2.9906334877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183763027
validation[          , genome  1910] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1958.16516, best error:      1958.16516 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 35.0628395081s, input_fired_time: 0.2602849305, output_fired_time: 0.1838303804, propagate_forward_time: 14.0445270538, propagate_backward_time: 18.9074649811, weight_update_time: 0.0715872794, other_time: 1.6667327881
epoch time: 3.1750874519s, input_fired_time: 0.0300518721, output_fired_time: 0.0000000000, propagate_forward_time: 2.8375177383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075177670
validation[          , genome  1910] predictions:    9421/  10000 (94.21%), best:    9431/10000 (94.31%), error:      1988.90051, best error:      1958.16516 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 34.7996597290s, input_fired_time: 0.2609056830, output_fired_time: 0.1811798811, propagate_forward_time: 13.9241266251, propagate_backward_time: 18.7664527893, weight_update_time: 0.0724597201, other_time: 1.6669960022
epoch time: 2.8022663593s, input_fired_time: 0.0284401495, output_fired_time: 0.0000000000, propagate_forward_time: 2.4995284081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742977142
validation[          , genome  1910] predictions:    9410/  10000 (94.10%), best:    9431/10000 (94.31%), error:      2045.49023, best error:      1958.16516 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 26.1874694824s, input_fired_time: 0.2219050378, output_fired_time: 0.1433063298, propagate_forward_time: 10.3393564224, propagate_backward_time: 14.1892805099, weight_update_time: 0.0555089004, other_time: 1.2936210632
epoch time: 2.3505675793s, input_fired_time: 0.0253754053, output_fired_time: 0.0000000000, propagate_forward_time: 2.0839817524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412104607
validation[          , genome  1910] predictions:    9428/  10000 (94.28%), best:    9431/10000 (94.31%), error:      2040.68933, best error:      1958.16516 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 30.7219505310s, input_fired_time: 0.2402375638, output_fired_time: 0.1636513174, propagate_forward_time: 12.2556800842, propagate_backward_time: 16.5753479004, weight_update_time: 0.0635073557, other_time: 1.4870338440
epoch time: 2.6099047661s, input_fired_time: 0.0260906313, output_fired_time: 0.0000000000, propagate_forward_time: 2.3271684647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566456795
validation[          , genome  1910] predictions:    9415/  10000 (94.15%), best:    9431/10000 (94.31%), error:      2067.78174, best error:      1958.16516 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 29.4479713440s, input_fired_time: 0.2373922169, output_fired_time: 0.1583935022, propagate_forward_time: 11.7816848755, propagate_backward_time: 15.8349943161, weight_update_time: 0.0606901348, other_time: 1.4355058670
epoch time: 3.3368630409s, input_fired_time: 0.0318874307, output_fired_time: 0.0000000000, propagate_forward_time: 2.9861512184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188242912
validation[          , genome  1910] predictions:    9407/  10000 (94.07%), best:    9431/10000 (94.31%), error:      2022.82971, best error:      1958.16516 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 35.2772674561s, input_fired_time: 0.2648926675, output_fired_time: 0.1834844202, propagate_forward_time: 14.0962276459, propagate_backward_time: 19.0340290070, weight_update_time: 0.0738078877, other_time: 1.6986351013
epoch time: 2.1956849098s, input_fired_time: 0.0234871879, output_fired_time: 0.0000000000, propagate_forward_time: 1.9521521330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2200456858
validation[          , genome  1910] predictions:    9426/  10000 (94.26%), best:    9431/10000 (94.31%), error:      2008.20972, best error:      1958.16516 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 35.8021354675s, input_fired_time: 0.2668639123, output_fired_time: 0.1867813617, propagate_forward_time: 14.3392505646, propagate_backward_time: 19.3031749725, weight_update_time: 0.0739370957, other_time: 1.7060623169
epoch time: 3.0438268185s, input_fired_time: 0.0294896699, output_fired_time: 0.0000000000, propagate_forward_time: 2.7192289829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951080799
validation[          , genome  1910] predictions:    9423/  10000 (94.23%), best:    9431/10000 (94.31%), error:      2031.76746, best error:      1958.16516 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 26.5393314362s, input_fired_time: 0.2229829580, output_fired_time: 0.1446771622, propagate_forward_time: 10.5006694794, propagate_backward_time: 14.3536930084, weight_update_time: 0.0565884784, other_time: 1.3173103333
epoch time: 2.2767641544s, input_fired_time: 0.0238308907, output_fired_time: 0.0000000000, propagate_forward_time: 2.0263674259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265658379
validation[          , genome  1910] predictions:    9422/  10000 (94.22%), best:    9431/10000 (94.31%), error:      2035.43909, best error:      1958.16516 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 25.8480243683s, input_fired_time: 0.2203368396, output_fired_time: 0.1435548663, propagate_forward_time: 10.2180547714, propagate_backward_time: 13.9930038452, weight_update_time: 0.0549233593, other_time: 1.2730741501
epoch time: 2.1938462257s, input_fired_time: 0.0233728271, output_fired_time: 0.0000000000, propagate_forward_time: 1.9526228905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2178504467
validation[          , genome  1910] predictions:    9435/  10000 (94.35%), best:    9431/10000 (94.31%), error:      1983.05566, best error:      1958.16516 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 25.5487022400s, input_fired_time: 0.2196854055, output_fired_time: 0.1421732306, propagate_forward_time: 10.0946903229, propagate_backward_time: 13.8133316040, weight_update_time: 0.0568034798, other_time: 1.2788219452
epoch time: 2.8145959377s, input_fired_time: 0.0280170329, output_fired_time: 0.0000000000, propagate_forward_time: 2.5134747028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731041908
validation[          , genome  1910] predictions:    9402/  10000 (94.02%), best:    9431/10000 (94.31%), error:      2133.92285, best error:      1958.16516 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 28.9690895081s, input_fired_time: 0.2365607619, output_fired_time: 0.1564530134, propagate_forward_time: 11.5054225922, propagate_backward_time: 15.6477394104, weight_update_time: 0.0603122041, other_time: 1.4229145050
epoch time: 2.2981579304s, input_fired_time: 0.0242437851, output_fired_time: 0.0000000000, propagate_forward_time: 2.0465064049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2274076939
validation[          , genome  1910] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1935.41431, best error:      1935.41431 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 25.9147682190s, input_fired_time: 0.2217687219, output_fired_time: 0.1441253126, propagate_forward_time: 10.2508058548, propagate_backward_time: 14.0059471130, weight_update_time: 0.0556923375, other_time: 1.2921209335
epoch time: 2.3158299923s, input_fired_time: 0.0247811433, output_fired_time: 0.0000000000, propagate_forward_time: 2.0579411983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331075668
validation[          , genome  1910] predictions:    9419/  10000 (94.19%), best:    9433/10000 (94.33%), error:      1978.67493, best error:      1935.41431 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 28.4824810028s, input_fired_time: 0.2339770496, output_fired_time: 0.1544425935, propagate_forward_time: 11.3197917938, propagate_backward_time: 15.3640289307, weight_update_time: 0.0601271577, other_time: 1.4102420807
epoch time: 2.2889127731s, input_fired_time: 0.0240446702, output_fired_time: 0.0000000000, propagate_forward_time: 2.0369071960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279608250
validation[          , genome  1910] predictions:    9421/  10000 (94.21%), best:    9433/10000 (94.33%), error:      2009.12988, best error:      1935.41431 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 31.3104324341s, input_fired_time: 0.2469929606, output_fired_time: 0.1664296389, propagate_forward_time: 12.4942426682, propagate_backward_time: 16.8466415405, weight_update_time: 0.0655895025, other_time: 1.5561256409
epoch time: 2.3332419395s, input_fired_time: 0.0243286155, output_fired_time: 0.0000000000, propagate_forward_time: 2.0753605366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2335526943
validation[          , genome  1910] predictions:    9428/  10000 (94.28%), best:    9433/10000 (94.33%), error:      1975.86707, best error:      1935.41431 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 33.3629264832s, input_fired_time: 0.2571431994, output_fired_time: 0.1756122410, propagate_forward_time: 13.3345470428, propagate_backward_time: 17.9594993591, weight_update_time: 0.0694911927, other_time: 1.6361217499
epoch time: 2.8791880608s, input_fired_time: 0.0294321235, output_fired_time: 0.0000000000, propagate_forward_time: 2.5631558895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866001129
validation[          , genome  1910] predictions:    9423/  10000 (94.23%), best:    9433/10000 (94.33%), error:      2024.66589, best error:      1935.41431 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 30.7150421143s, input_fired_time: 0.2457166463, output_fired_time: 0.1640601754, propagate_forward_time: 12.2425937653, propagate_backward_time: 16.5251159668, weight_update_time: 0.0643561631, other_time: 1.5375556946
epoch time: 2.4215219021s, input_fired_time: 0.0258248691, output_fired_time: 0.0000000000, propagate_forward_time: 2.1495313644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2461657524
validation[          , genome  1910] predictions:    9411/  10000 (94.11%), best:    9433/10000 (94.33%), error:      2017.43823, best error:      1935.41431 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 34.3316612244s, input_fired_time: 0.2611159980, output_fired_time: 0.1803796887, propagate_forward_time: 13.7265186310, propagate_backward_time: 18.4773960114, weight_update_time: 0.0717265084, other_time: 1.6862525940
epoch time: 3.1220409870s, input_fired_time: 0.0308174863, output_fired_time: 0.0000000000, propagate_forward_time: 2.7902789116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009445667
validation[          , genome  1910] predictions:    9420/  10000 (94.20%), best:    9433/10000 (94.33%), error:      1984.40088, best error:      1935.41431 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 28.3053436279s, input_fired_time: 0.2336567342, output_fired_time: 0.1530796885, propagate_forward_time: 11.2498073578, propagate_backward_time: 15.2710037231, weight_update_time: 0.0600053445, other_time: 1.3977966309
epoch time: 2.2903115749s, input_fired_time: 0.0240548942, output_fired_time: 0.0000000000, propagate_forward_time: 2.0329554081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2333011627
validation[          , genome  1910] predictions:    9432/  10000 (94.32%), best:    9433/10000 (94.33%), error:      1956.80518, best error:      1935.41431 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 29.2648735046s, input_fired_time: 0.2397866547, output_fired_time: 0.1576179564, propagate_forward_time: 11.6475200653, propagate_backward_time: 15.7437915802, weight_update_time: 0.0617460646, other_time: 1.4761581421
epoch time: 2.9117007256s, input_fired_time: 0.0290562455, output_fired_time: 0.0000000000, propagate_forward_time: 2.5981628895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844815254
validation[          , genome  1910] predictions:    9428/  10000 (94.28%), best:    9433/10000 (94.33%), error:      1963.17395, best error:      1935.41431 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 32.2864341736s, input_fired_time: 0.2529344857, output_fired_time: 0.1707503498, propagate_forward_time: 12.8591136932, propagate_backward_time: 17.4289035797, weight_update_time: 0.0677434802, other_time: 1.5747337341
epoch time: 3.3470265865s, input_fired_time: 0.0325749069, output_fired_time: 0.0000000000, propagate_forward_time: 2.9944193363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200323582
validation[          , genome  1910] predictions:    9410/  10000 (94.10%), best:    9433/10000 (94.33%), error:      2078.05005, best error:      1935.41431 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 31.3083686829s, input_fired_time: 0.2492720932, output_fired_time: 0.1660218835, propagate_forward_time: 12.4597721100, propagate_backward_time: 16.8839378357, weight_update_time: 0.0660967007, other_time: 1.5493659973
epoch time: 3.3386595249s, input_fired_time: 0.0325383060, output_fired_time: 0.0000000000, propagate_forward_time: 2.9875290394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185920715
validation[          , genome  1910] predictions:    9425/  10000 (94.25%), best:    9433/10000 (94.33%), error:      1945.68640, best error:      1935.41431 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 32.3956489563s, input_fired_time: 0.2539935410, output_fired_time: 0.1710851192, propagate_forward_time: 12.9139461517, propagate_backward_time: 17.4655818939, weight_update_time: 0.0677698106, other_time: 1.5910415649
epoch time: 3.3460850716s, input_fired_time: 0.0330918171, output_fired_time: 0.0000000000, propagate_forward_time: 2.9902117252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227815628
validation[          , genome  1910] predictions:    9422/  10000 (94.22%), best:    9433/10000 (94.33%), error:      2021.82043, best error:      1935.41431 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 31.0141906738s, input_fired_time: 0.2474283576, output_fired_time: 0.1645532995, propagate_forward_time: 12.3749256134, propagate_backward_time: 16.6986885071, weight_update_time: 0.0652169883, other_time: 1.5285949707
epoch time: 2.3291685581s, input_fired_time: 0.0247029625, output_fired_time: 0.0000000000, propagate_forward_time: 2.0722768307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2321887016
validation[          , genome  1910] predictions:    9432/  10000 (94.32%), best:    9433/10000 (94.33%), error:      1943.18860, best error:      1935.41431 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 27.6755218506s, input_fired_time: 0.2307890654, output_fired_time: 0.1504333317, propagate_forward_time: 11.0188007355, propagate_backward_time: 14.9019317627, weight_update_time: 0.0589121804, other_time: 1.3735675812
epoch time: 2.9627902508s, input_fired_time: 0.0301695243, output_fired_time: 0.0000000000, propagate_forward_time: 2.6445174217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881033421
validation[          , genome  1910] predictions:    9434/  10000 (94.34%), best:    9433/10000 (94.33%), error:      2018.81396, best error:      1935.41431 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 29.2665882111s, input_fired_time: 0.2416292578, output_fired_time: 0.1576518267, propagate_forward_time: 11.6306581497, propagate_backward_time: 15.7920961380, weight_update_time: 0.0616872683, other_time: 1.4445524216
epoch time: 2.2763738632s, input_fired_time: 0.0242209043, output_fired_time: 0.0000000000, propagate_forward_time: 2.0240972042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2280557156
validation[          , genome  1910] predictions:    9434/  10000 (94.34%), best:    9433/10000 (94.33%), error:      1950.59619, best error:      1935.41431 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 30.1295871735s, input_fired_time: 0.2501627505, output_fired_time: 0.1630437374, propagate_forward_time: 12.0302791595, propagate_backward_time: 16.2070064545, weight_update_time: 0.0636279583, other_time: 1.4790954590
epoch time: 3.3316519260s, input_fired_time: 0.0367984362, output_fired_time: 0.0000000000, propagate_forward_time: 2.9749433994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199100494
validation[          , genome  1910] predictions:    9440/  10000 (94.40%), best:    9433/10000 (94.33%), error:      1944.99866, best error:      1935.41431 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 31.0932884216s, input_fired_time: 0.2529750764, output_fired_time: 0.1657596231, propagate_forward_time: 12.4087333679, propagate_backward_time: 16.7520542145, weight_update_time: 0.0652955472, other_time: 1.5137653351
epoch time: 3.1135818958s, input_fired_time: 0.0310726799, output_fired_time: 0.0000000000, propagate_forward_time: 2.7779355049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045737743
validation[          , genome  1910] predictions:    9425/  10000 (94.25%), best:    9433/10000 (94.33%), error:      2002.59216, best error:      1935.41431 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 30.0751571655s, input_fired_time: 0.2470104098, output_fired_time: 0.1603513956, propagate_forward_time: 11.9777679443, propagate_backward_time: 16.2177124023, weight_update_time: 0.0634833947, other_time: 1.4723148346
epoch time: 2.5532658100s, input_fired_time: 0.0265413113, output_fired_time: 0.0000000000, propagate_forward_time: 2.2737946510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529299259
validation[          , genome  1910] predictions:    9447/  10000 (94.47%), best:    9433/10000 (94.33%), error:      1941.09460, best error:      1935.41431 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 30.3673629761s, input_fired_time: 0.2439659983, output_fired_time: 0.1622763127, propagate_forward_time: 12.1492710114, propagate_backward_time: 16.3393554688, weight_update_time: 0.0636602715, other_time: 1.4724941254
epoch time: 2.2846381664s, input_fired_time: 0.0241106208, output_fired_time: 0.0000000000, propagate_forward_time: 2.0317966938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287309170
validation[          , genome  1910] predictions:    9416/  10000 (94.16%), best:    9433/10000 (94.33%), error:      2014.51343, best error:      1935.41431 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 26.8915786743s, input_fired_time: 0.2275232524, output_fired_time: 0.1462983191, propagate_forward_time: 10.6614189148, propagate_backward_time: 14.5309886932, weight_update_time: 0.0576157384, other_time: 1.3253498077
epoch time: 2.2162089348s, input_fired_time: 0.0237500407, output_fired_time: 0.0000000000, propagate_forward_time: 1.9683812857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2240775824
validation[          , genome  1910] predictions:    9410/  10000 (94.10%), best:    9433/10000 (94.33%), error:      1984.64075, best error:      1935.41431 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 27.8490295410s, input_fired_time: 0.2326973975, output_fired_time: 0.1507312059, propagate_forward_time: 11.0722045898, propagate_backward_time: 15.0122289658, weight_update_time: 0.0594530292, other_time: 1.3811674118
epoch time: 2.3164625168s, input_fired_time: 0.0247061066, output_fired_time: 0.0000000000, propagate_forward_time: 2.0561604500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355959415
validation[          , genome  1910] predictions:    9423/  10000 (94.23%), best:    9433/10000 (94.33%), error:      1967.35120, best error:      1935.41431 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 25.3427009583s, input_fired_time: 0.2204391509, output_fired_time: 0.1396523565, propagate_forward_time: 10.0135316849, propagate_backward_time: 13.7004289627, weight_update_time: 0.0546549074, other_time: 1.2686481476
epoch time: 2.2390139103s, input_fired_time: 0.0242698640, output_fired_time: 0.0000000000, propagate_forward_time: 1.9919087887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2228353024
validation[          , genome  1910] predictions:    9427/  10000 (94.27%), best:    9433/10000 (94.33%), error:      2031.73926, best error:      1935.41431 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 26.3071899414s, input_fired_time: 0.2255700678, output_fired_time: 0.1443796754, propagate_forward_time: 10.4298772812, propagate_backward_time: 14.1990957260, weight_update_time: 0.0565255284, other_time: 1.3082656860
epoch time: 2.2771239281s, input_fired_time: 0.0247642137, output_fired_time: 0.0000000000, propagate_forward_time: 2.0226173401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297422886
validation[          , genome  1910] predictions:    9420/  10000 (94.20%), best:    9433/10000 (94.33%), error:      1953.79797, best error:      1935.41431 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 28.1870365143s, input_fired_time: 0.2350338995, output_fired_time: 0.1521871239, propagate_forward_time: 11.1752719879, propagate_backward_time: 15.2426414490, weight_update_time: 0.0598501749, other_time: 1.3819026947
epoch time: 2.3487367630s, input_fired_time: 0.0254289359, output_fired_time: 0.0000000000, propagate_forward_time: 2.0881719589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351357937
validation[          , genome  1910] predictions:    9399/  10000 (93.99%), best:    9433/10000 (94.33%), error:      2012.18018, best error:      1935.41431 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 29.6830673218s, input_fired_time: 0.2406590730, output_fired_time: 0.1586773694, propagate_forward_time: 11.7794170380, propagate_backward_time: 16.0535659790, weight_update_time: 0.0631916523, other_time: 1.4507465363
epoch time: 2.3285143375s, input_fired_time: 0.0248863716, output_fired_time: 0.0000000000, propagate_forward_time: 2.0708839893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2327439785
validation[          , genome  1910] predictions:    9403/  10000 (94.03%), best:    9433/10000 (94.33%), error:      2055.52637, best error:      1935.41431 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 25.6342391968s, input_fired_time: 0.2220725864, output_fired_time: 0.1410910189, propagate_forward_time: 10.1320886612, propagate_backward_time: 13.8579702377, weight_update_time: 0.0554745309, other_time: 1.2810173035
epoch time: 2.2443561554s, input_fired_time: 0.0243905894, output_fired_time: 0.0000000000, propagate_forward_time: 1.9925267696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2274386883
validation[          , genome  1910] predictions:    9418/  10000 (94.18%), best:    9433/10000 (94.33%), error:      1978.15039, best error:      1935.41431 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 25.6557807922s, input_fired_time: 0.2235048860, output_fired_time: 0.1425541341, propagate_forward_time: 10.1840753555, propagate_backward_time: 13.8243150711, weight_update_time: 0.0557097234, other_time: 1.2813320160
epoch time: 2.2513022423s, input_fired_time: 0.0240157172, output_fired_time: 0.0000000000, propagate_forward_time: 2.0012845993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260019779
validation[          , genome  1910] predictions:    9421/  10000 (94.21%), best:    9433/10000 (94.33%), error:      1961.09802, best error:      1935.41431 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 27.9323196411s, input_fired_time: 0.2329482734, output_fired_time: 0.1514645815, propagate_forward_time: 11.1295967102, propagate_backward_time: 15.0389738083, weight_update_time: 0.0597868599, other_time: 1.3793363571
epoch time: 2.3368833065s, input_fired_time: 0.0245894566, output_fired_time: 0.0000000000, propagate_forward_time: 2.0800256729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2322680950
validation[          , genome  1910] predictions:    9417/  10000 (94.17%), best:    9433/10000 (94.33%), error:      2007.39636, best error:      1935.41431 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 27.9227542877s, input_fired_time: 0.2321908176, output_fired_time: 0.1514482945, propagate_forward_time: 11.0751180649, propagate_backward_time: 15.0935468674, weight_update_time: 0.0594561696, other_time: 1.3704500198
epoch time: 2.2330486774s, input_fired_time: 0.0241214763, output_fired_time: 0.0000000000, propagate_forward_time: 1.9853893518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235378027
validation[          , genome  1910] predictions:    9446/  10000 (94.46%), best:    9433/10000 (94.33%), error:      1945.86719, best error:      1935.41431 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 29.7758369446s, input_fired_time: 0.2421168387, output_fired_time: 0.1609284282, propagate_forward_time: 11.8663234711, propagate_backward_time: 16.0520877838, weight_update_time: 0.0633764043, other_time: 1.4543800354
epoch time: 2.3509349823s, input_fired_time: 0.0251141451, output_fired_time: 0.0000000000, propagate_forward_time: 2.0933854580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2324354649
validation[          , genome  1910] predictions:    9427/  10000 (94.27%), best:    9433/10000 (94.33%), error:      1946.59985, best error:      1935.41431 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 26.3055324554s, input_fired_time: 0.2254454792, output_fired_time: 0.1444569677, propagate_forward_time: 10.3946504593, propagate_backward_time: 14.2208299637, weight_update_time: 0.0568637662, other_time: 1.3201503754
epoch time: 2.2499144077s, input_fired_time: 0.0245372709, output_fired_time: 0.0000000000, propagate_forward_time: 2.0007228851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2246541977
validation[          , genome  1910] predictions:    9397/  10000 (93.97%), best:    9433/10000 (94.33%), error:      2021.47571, best error:      1935.41431 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 25.9050445557s, input_fired_time: 0.2251698822, output_fired_time: 0.1427969933, propagate_forward_time: 10.2349109650, propagate_backward_time: 14.0050201416, weight_update_time: 0.0559290163, other_time: 1.2971458435
epoch time: 2.3750631809s, input_fired_time: 0.0252597164, output_fired_time: 0.0000000000, propagate_forward_time: 2.1147968769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2350065708
validation[          , genome  1910] predictions:    9420/  10000 (94.20%), best:    9433/10000 (94.33%), error:      1959.09387, best error:      1935.41431 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 26.4214992523s, input_fired_time: 0.2277141958, output_fired_time: 0.1455938518, propagate_forward_time: 10.4603042603, propagate_backward_time: 14.2689905167, weight_update_time: 0.0566622950, other_time: 1.3188962936
epoch time: 2.3208534718s, input_fired_time: 0.0249980241, output_fired_time: 0.0000000000, propagate_forward_time: 2.0636458397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2322096825
validation[          , genome  1910] predictions:    9429/  10000 (94.29%), best:    9433/10000 (94.33%), error:      1957.37598, best error:      1935.41431 on epoch:    68, 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: 11.6668033600s, input_fired_time: 0.1253928095, output_fired_time: 0.0000000000, propagate_forward_time: 10.3455162048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1958942413
best training[          , genome  1910] predictions:   47941/  50000 (95.88%), best:    9433/10000 (94.33%), error:      7545.87451, best error:      1935.41431 on epoch:    68, 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: 3.3561668396s, input_fired_time: 0.0317801945, output_fired_time: 0.0000000000, propagate_forward_time: 2.9902548790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341317177
   testing[          , genome  1910] predictions:    9491/  10000 (94.91%), best:    9433/10000 (94.33%), error:      1772.36426, best error:      1935.41431 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:43:28 (36150): called boinc_finish(0)

</stderr_txt>
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