Nameexact_genome_1512568488_43_6777_0
Workunit2605163
Created7 Dec 2017, 21:50:58 UTC
Sent7 Dec 2017, 21:59:17 UTC
Report deadline20 Dec 2017, 3:21:06 UTC
Received9 Dec 2017, 15:01:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time6 hours 29 min 36 sec
CPU time6 hours 24 min 27 sec
Validate stateValid
Credit3,055.87
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.08 MB
Peak swap size154.61 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
820.64270 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 210.3328247070s, input_fired_time: 1.9386452436, output_fired_time: 1.9336436987, propagate_forward_time: 83.6151504517, propagate_backward_time: 119.2928848267, weight_update_time: 0.2535782158, other_time: 3.5525054932
epoch time: 17.1579799652s, input_fired_time: 0.2396270633, output_fired_time: 0.0000000000, propagate_forward_time: 16.2856140137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327381134
validation[          , genome  6777] predictions:    9674/  10000 (96.74%), best:    9764/10000 (97.64%), error:      1037.82776, best error:       820.64270 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 207.6892089844s, input_fired_time: 1.9174848795, output_fired_time: 1.9288057089, propagate_forward_time: 82.5509490967, propagate_backward_time: 117.7644577026, weight_update_time: 0.2480659783, other_time: 3.5275192261
epoch time: 17.2886486053s, input_fired_time: 0.2375668138, output_fired_time: 0.0000000000, propagate_forward_time: 16.4185047150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6325778961
validation[          , genome  6777] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       832.08661, best error:       820.64270 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 209.0630645752s, input_fired_time: 1.9309954643, output_fired_time: 1.9277251959, propagate_forward_time: 82.7310714722, propagate_backward_time: 118.9133834839, weight_update_time: 0.2516128421, other_time: 3.5598907471
epoch time: 17.2296295166s, input_fired_time: 0.2402186990, output_fired_time: 0.0000000000, propagate_forward_time: 16.3543090820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351013184
validation[          , genome  6777] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       802.45215, best error:       802.45215 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 209.3984985352s, input_fired_time: 1.9321496487, output_fired_time: 1.9404510260, propagate_forward_time: 83.1233978271, propagate_backward_time: 118.8256683350, weight_update_time: 0.2500064671, other_time: 3.5768432617
epoch time: 17.6599788666s, input_fired_time: 0.2482969761, output_fired_time: 0.0000000000, propagate_forward_time: 16.7809257507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307563782
validation[          , genome  6777] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       784.84863, best error:       784.84863 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 209.7342834473s, input_fired_time: 1.9432265759, output_fired_time: 1.9385130405, propagate_forward_time: 83.3803558350, propagate_backward_time: 118.8889083862, weight_update_time: 0.2572270930, other_time: 3.5832901001
epoch time: 17.1611175537s, input_fired_time: 0.2409074455, output_fired_time: 0.0000000000, propagate_forward_time: 16.2954406738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247692108
validation[          , genome  6777] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       885.59296, best error:       784.84863 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 208.8950042725s, input_fired_time: 1.9390014410, output_fired_time: 1.9142343998, propagate_forward_time: 82.8981704712, propagate_backward_time: 118.5804443359, weight_update_time: 0.2517904937, other_time: 3.5631637573
epoch time: 17.7987194061s, input_fired_time: 0.2435975969, output_fired_time: 0.0000000000, propagate_forward_time: 16.9118041992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433181763
validation[          , genome  6777] predictions:    9762/  10000 (97.62%), best:    9757/10000 (97.57%), error:       817.76068, best error:       784.84863 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 209.8883361816s, input_fired_time: 1.9423210621, output_fired_time: 1.9342391491, propagate_forward_time: 83.1982498169, propagate_backward_time: 119.2572937012, weight_update_time: 0.2511453629, other_time: 3.5562362671
epoch time: 17.8796405792s, input_fired_time: 0.2443758547, output_fired_time: 0.0000000000, propagate_forward_time: 16.9959907532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392745972
validation[          , genome  6777] predictions:    9765/  10000 (97.65%), best:    9757/10000 (97.57%), error:       800.68854, best error:       784.84863 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 209.9173126221s, input_fired_time: 1.9456067085, output_fired_time: 1.9438831806, propagate_forward_time: 83.5779953003, propagate_backward_time: 118.9177932739, weight_update_time: 0.2488357723, other_time: 3.5320434570
epoch time: 17.5436859131s, input_fired_time: 0.2446857244, output_fired_time: 0.0000000000, propagate_forward_time: 16.6612014771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377983093
validation[          , genome  6777] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       808.32080, best error:       784.84863 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 208.9006652832s, input_fired_time: 1.9402775764, output_fired_time: 1.9359846115, propagate_forward_time: 82.8530502319, propagate_backward_time: 118.6208801270, weight_update_time: 0.2521733344, other_time: 3.5504684448
epoch time: 17.2024650574s, input_fired_time: 0.2423800975, output_fired_time: 0.0000000000, propagate_forward_time: 16.3244552612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356296539
validation[          , genome  6777] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       848.65802, best error:       784.84863 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 208.6246948242s, input_fired_time: 1.9391353130, output_fired_time: 1.9387284517, propagate_forward_time: 82.6652450562, propagate_backward_time: 118.5270919800, weight_update_time: 0.2498040199, other_time: 3.5544891357
epoch time: 17.7883815765s, input_fired_time: 0.2424798608, output_fired_time: 0.0000000000, propagate_forward_time: 16.9120941162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338081360
validation[          , genome  6777] predictions:    9699/  10000 (96.99%), best:    9757/10000 (97.57%), error:       958.49817, best error:       784.84863 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 208.8206939697s, input_fired_time: 1.9350770712, output_fired_time: 1.9215391874, propagate_forward_time: 83.0795898438, propagate_backward_time: 118.3376541138, weight_update_time: 0.2503401339, other_time: 3.5468368530
epoch time: 17.6004085541s, input_fired_time: 0.2387277931, output_fired_time: 0.0000000000, propagate_forward_time: 16.7319641113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297168732
validation[          , genome  6777] predictions:    9694/  10000 (96.94%), best:    9757/10000 (97.57%), error:       961.58478, best error:       784.84863 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 207.9923706055s, input_fired_time: 1.9256144762, output_fired_time: 1.9264942408, propagate_forward_time: 82.3720550537, propagate_backward_time: 118.2450256348, weight_update_time: 0.2497140765, other_time: 3.5231781006
epoch time: 17.4901371002s, input_fired_time: 0.2455044240, output_fired_time: 0.0000000000, propagate_forward_time: 16.6026878357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6419448853
validation[          , genome  6777] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       834.20099, best error:       784.84863 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 207.8594512939s, input_fired_time: 1.9340039492, output_fired_time: 1.9182726145, propagate_forward_time: 82.5412521362, propagate_backward_time: 117.9108581543, weight_update_time: 0.2491268814, other_time: 3.5550613403
epoch time: 17.7703456879s, input_fired_time: 0.2445757985, output_fired_time: 0.0000000000, propagate_forward_time: 16.8957042694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300659180
validation[          , genome  6777] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       728.40692, best error:       728.40692 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 210.0410156250s, input_fired_time: 1.9529749155, output_fired_time: 1.9452508688, propagate_forward_time: 83.2599411011, propagate_backward_time: 119.3320159912, weight_update_time: 0.2496994585, other_time: 3.5508346558
epoch time: 17.3072338104s, input_fired_time: 0.2404283732, output_fired_time: 0.0000000000, propagate_forward_time: 16.4299774170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368274689
validation[          , genome  6777] predictions:    9742/  10000 (97.42%), best:    9792/10000 (97.92%), error:       848.08276, best error:       728.40692 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 209.1163024902s, input_fired_time: 1.9467226267, output_fired_time: 1.9396085739, propagate_forward_time: 82.9613113403, propagate_backward_time: 118.7227554321, weight_update_time: 0.2503897548, other_time: 3.5459136963
epoch time: 17.7991275787s, input_fired_time: 0.2460706681, output_fired_time: 0.0000000000, propagate_forward_time: 16.9156131744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6374435425
validation[          , genome  6777] predictions:    9791/  10000 (97.91%), best:    9792/10000 (97.92%), error:       735.04742, best error:       728.40692 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 210.4048614502s, input_fired_time: 1.9456145763, output_fired_time: 1.9406988621, propagate_forward_time: 83.3508682251, propagate_backward_time: 119.6136016846, weight_update_time: 0.2525441647, other_time: 3.5540695190
epoch time: 16.9345378876s, input_fired_time: 0.2398309261, output_fired_time: 0.0000000000, propagate_forward_time: 16.0691890717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255187988
validation[          , genome  6777] predictions:    9768/  10000 (97.68%), best:    9792/10000 (97.92%), error:       754.58466, best error:       728.40692 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 209.2166748047s, input_fired_time: 1.9480541945, output_fired_time: 1.9358800650, propagate_forward_time: 83.0169830322, propagate_backward_time: 118.7529144287, weight_update_time: 0.2516110539, other_time: 3.5628356934
epoch time: 17.4656200409s, input_fired_time: 0.2458587885, output_fired_time: 0.0000000000, propagate_forward_time: 16.5820617676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376991272
validation[          , genome  6777] predictions:    9757/  10000 (97.57%), best:    9792/10000 (97.92%), error:       821.53986, best error:       728.40692 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 208.8896179199s, input_fired_time: 1.9409781694, output_fired_time: 1.9213519096, propagate_forward_time: 82.8930130005, propagate_backward_time: 118.5948791504, weight_update_time: 0.2523469627, other_time: 3.5393905640
epoch time: 17.1872024536s, input_fired_time: 0.2424539775, output_fired_time: 0.0000000000, propagate_forward_time: 16.3237476349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210002899
validation[          , genome  6777] predictions:    9760/  10000 (97.60%), best:    9792/10000 (97.92%), error:       837.33362, best error:       728.40692 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 209.8222808838s, input_fired_time: 1.9553538561, output_fired_time: 1.9372060299, propagate_forward_time: 83.3973312378, propagate_backward_time: 118.9866714478, weight_update_time: 0.2483519763, other_time: 3.5457153320
epoch time: 17.3562698364s, input_fired_time: 0.2391837090, output_fired_time: 0.0000000000, propagate_forward_time: 16.4880561829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290302277
validation[          , genome  6777] predictions:    9759/  10000 (97.59%), best:    9792/10000 (97.92%), error:       793.79419, best error:       728.40692 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 210.4459381104s, input_fired_time: 1.9534437656, output_fired_time: 1.9450435638, propagate_forward_time: 83.4169845581, propagate_backward_time: 119.5885162354, weight_update_time: 0.2517094314, other_time: 3.5419540405
epoch time: 17.7205333710s, input_fired_time: 0.2431903630, output_fired_time: 0.0000000000, propagate_forward_time: 16.8428878784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344547272
validation[          , genome  6777] predictions:    9701/  10000 (97.01%), best:    9792/10000 (97.92%), error:       951.24805, best error:       728.40692 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 208.6999206543s, input_fired_time: 1.9412783384, output_fired_time: 1.9322155714, propagate_forward_time: 82.7718429565, propagate_backward_time: 118.4963073730, weight_update_time: 0.2492823601, other_time: 3.5582656860
epoch time: 17.5851249695s, input_fired_time: 0.2451873720, output_fired_time: 0.0000000000, propagate_forward_time: 16.7040977478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358394623
validation[          , genome  6777] predictions:    9741/  10000 (97.41%), best:    9792/10000 (97.92%), error:       857.05542, best error:       728.40692 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 209.7776489258s, input_fired_time: 1.9413770437, output_fired_time: 1.9462363720, propagate_forward_time: 83.0978775024, propagate_backward_time: 119.2533645630, weight_update_time: 0.2510567605, other_time: 3.5387878418
epoch time: 17.0784034729s, input_fired_time: 0.2376549989, output_fired_time: 0.0000000000, propagate_forward_time: 16.2259159088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148319244
validation[          , genome  6777] predictions:    9758/  10000 (97.58%), best:    9792/10000 (97.92%), error:       792.28748, best error:       728.40692 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 210.2764129639s, input_fired_time: 1.9514209032, output_fired_time: 1.9393100739, propagate_forward_time: 83.4324340820, propagate_backward_time: 119.3913421631, weight_update_time: 0.2515522838, other_time: 3.5619049072
epoch time: 17.3983707428s, input_fired_time: 0.2410900295, output_fired_time: 0.0000000000, propagate_forward_time: 16.5313777924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259021759
validation[          , genome  6777] predictions:    9783/  10000 (97.83%), best:    9792/10000 (97.92%), error:       736.80109, best error:       728.40692 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 210.1521911621s, input_fired_time: 1.9443064928, output_fired_time: 1.9442032576, propagate_forward_time: 83.3905792236, propagate_backward_time: 119.3140869141, weight_update_time: 0.2534985840, other_time: 3.5590209961
epoch time: 17.5837421417s, input_fired_time: 0.2454386055, output_fired_time: 0.0000000000, propagate_forward_time: 16.7030296326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352729797
validation[          , genome  6777] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       773.52802, best error:       728.40692 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 210.9909210205s, input_fired_time: 1.9450850487, output_fired_time: 1.9575548172, propagate_forward_time: 83.6495971680, propagate_backward_time: 119.8844909668, weight_update_time: 0.2507401407, other_time: 3.5541992188
epoch time: 17.5396957397s, input_fired_time: 0.2440682501, output_fired_time: 0.0000000000, propagate_forward_time: 16.6662693024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293582916
validation[          , genome  6777] predictions:    9774/  10000 (97.74%), best:    9792/10000 (97.92%), error:       752.33118, best error:       728.40692 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 208.9370880127s, input_fired_time: 1.9496815205, output_fired_time: 1.9239522219, propagate_forward_time: 82.9805526733, propagate_backward_time: 118.5455093384, weight_update_time: 0.2507001460, other_time: 3.5373992920
epoch time: 17.3879699707s, input_fired_time: 0.2448811382, output_fired_time: 0.0000000000, propagate_forward_time: 16.5142135620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288757324
validation[          , genome  6777] predictions:    9759/  10000 (97.59%), best:    9792/10000 (97.92%), error:       816.50769, best error:       728.40692 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 209.0206604004s, input_fired_time: 1.9438383579, output_fired_time: 1.9138892889, propagate_forward_time: 83.1660079956, propagate_backward_time: 118.4653396606, weight_update_time: 0.2521179020, other_time: 3.5315856934
epoch time: 17.7609443665s, input_fired_time: 0.2448712587, output_fired_time: 0.0000000000, propagate_forward_time: 16.8867454529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293277740
validation[          , genome  6777] predictions:    9791/  10000 (97.91%), best:    9792/10000 (97.92%), error:       732.99133, best error:       728.40692 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 211.0481262207s, input_fired_time: 1.9599879980, output_fired_time: 1.9461991787, propagate_forward_time: 83.9098968506, propagate_backward_time: 119.6598281860, weight_update_time: 0.2549350858, other_time: 3.5722122192
epoch time: 17.5374240875s, input_fired_time: 0.2422825843, output_fired_time: 0.0000000000, propagate_forward_time: 16.6664600372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286811829
validation[          , genome  6777] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       787.53619, best error:       728.40692 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 209.0190582275s, input_fired_time: 1.9434294701, output_fired_time: 1.9225732088, propagate_forward_time: 83.0305557251, propagate_backward_time: 118.5433197021, weight_update_time: 0.2557446063, other_time: 3.5791702271
epoch time: 17.6854457855s, input_fired_time: 0.2455364168, output_fired_time: 0.0000000000, propagate_forward_time: 16.8044147491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354942322
validation[          , genome  6777] predictions:    9750/  10000 (97.50%), best:    9792/10000 (97.92%), error:       860.76807, best error:       728.40692 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 209.8814239502s, input_fired_time: 1.9620213509, output_fired_time: 1.9394111633, propagate_forward_time: 83.4516601563, propagate_backward_time: 118.9912414551, weight_update_time: 0.2513853610, other_time: 3.5370941162
epoch time: 16.9030399323s, input_fired_time: 0.2409056574, output_fired_time: 0.0000000000, propagate_forward_time: 16.0431346893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189994812
validation[          , genome  6777] predictions:    9703/  10000 (97.03%), best:    9792/10000 (97.92%), error:       951.65344, best error:       728.40692 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 206.4032440186s, input_fired_time: 1.9352898598, output_fired_time: 1.9101785421, propagate_forward_time: 81.8444137573, propagate_backward_time: 117.1989135742, weight_update_time: 0.2481278330, other_time: 3.5144577026
epoch time: 17.2126331329s, input_fired_time: 0.2380413115, output_fired_time: 0.0000000000, propagate_forward_time: 16.3523445129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222476959
validation[          , genome  6777] predictions:    9787/  10000 (97.87%), best:    9792/10000 (97.92%), error:       761.94507, best error:       728.40692 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 210.3602600098s, input_fired_time: 1.9560627937, output_fired_time: 1.9384640455, propagate_forward_time: 83.3946228027, propagate_backward_time: 119.5024185181, weight_update_time: 0.2544155419, other_time: 3.5686874390
epoch time: 17.6466636658s, input_fired_time: 0.2470163107, output_fired_time: 0.0000000000, propagate_forward_time: 16.7670192719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326274872
validation[          , genome  6777] predictions:    9774/  10000 (97.74%), best:    9792/10000 (97.92%), error:       729.80115, best error:       728.40692 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 209.3309020996s, input_fired_time: 1.9470311403, output_fired_time: 1.9320145845, propagate_forward_time: 83.0289230347, propagate_backward_time: 118.8881988525, weight_update_time: 0.2485222369, other_time: 3.5347213745
epoch time: 17.8235225677s, input_fired_time: 0.2527568936, output_fired_time: 0.0000000000, propagate_forward_time: 16.9408035278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299629211
validation[          , genome  6777] predictions:    9774/  10000 (97.74%), best:    9792/10000 (97.92%), error:       785.88171, best error:       728.40692 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 210.2201843262s, input_fired_time: 1.9620304108, output_fired_time: 1.9422746897, propagate_forward_time: 83.5073394775, propagate_backward_time: 119.2352294922, weight_update_time: 0.2525449097, other_time: 3.5733032227
epoch time: 17.9499435425s, input_fired_time: 0.2442970127, output_fired_time: 0.0000000000, propagate_forward_time: 17.0655918121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6400547028
validation[          , genome  6777] predictions:    9769/  10000 (97.69%), best:    9792/10000 (97.92%), error:       771.71161, best error:       728.40692 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 210.3862457275s, input_fired_time: 1.9551367760, output_fired_time: 1.9460968971, propagate_forward_time: 83.2572708130, propagate_backward_time: 119.6790466309, weight_update_time: 0.2495693713, other_time: 3.5486984253
epoch time: 16.8274211884s, input_fired_time: 0.2386993319, output_fired_time: 0.0000000000, propagate_forward_time: 15.9702911377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184310913
validation[          , genome  6777] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       717.47015, best error:       717.47015 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 210.3412780762s, input_fired_time: 1.9639118910, output_fired_time: 1.9418797493, propagate_forward_time: 83.4403839111, propagate_backward_time: 119.4285125732, weight_update_time: 0.2529420853, other_time: 3.5665893555
epoch time: 17.7051658630s, input_fired_time: 0.2465648353, output_fired_time: 0.0000000000, propagate_forward_time: 16.8330955505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255054474
validation[          , genome  6777] predictions:    9765/  10000 (97.65%), best:    9780/10000 (97.80%), error:       740.03326, best error:       717.47015 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 210.0040435791s, input_fired_time: 1.9561786652, output_fired_time: 1.9482904673, propagate_forward_time: 83.4350509644, propagate_backward_time: 119.1207351685, weight_update_time: 0.2512415349, other_time: 3.5437927246
epoch time: 17.9946956635s, input_fired_time: 0.2452853322, output_fired_time: 0.0000000000, propagate_forward_time: 17.1182804108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311302185
validation[          , genome  6777] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       692.29163, best error:       692.29163 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 210.1063537598s, input_fired_time: 1.9561864138, output_fired_time: 1.9303317070, propagate_forward_time: 83.3840713501, propagate_backward_time: 119.2827453613, weight_update_time: 0.2510034144, other_time: 3.5530166626
epoch time: 17.6571846008s, input_fired_time: 0.2465376854, output_fired_time: 0.0000000000, propagate_forward_time: 16.7790832520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315631866
validation[          , genome  6777] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       760.72778, best error:       692.29163 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 211.1724700928s, input_fired_time: 1.9706147909, output_fired_time: 1.9347970486, propagate_forward_time: 84.0243301392, propagate_backward_time: 119.6657485962, weight_update_time: 0.2536887228, other_time: 3.5769805908
epoch time: 16.6484622955s, input_fired_time: 0.2364360392, output_fired_time: 0.0000000000, propagate_forward_time: 15.7945308685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174945831
validation[          , genome  6777] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       736.82184, best error:       692.29163 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 209.0690307617s, input_fired_time: 1.9500108957, output_fired_time: 1.9320957661, propagate_forward_time: 82.7785263062, propagate_backward_time: 118.8931198120, weight_update_time: 0.2473715991, other_time: 3.5152740479
epoch time: 17.5486469269s, input_fired_time: 0.2444764525, output_fired_time: 0.0000000000, propagate_forward_time: 16.6682415009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359291077
validation[          , genome  6777] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       765.37299, best error:       692.29163 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 208.9335174561s, input_fired_time: 1.9485001564, output_fired_time: 1.9297350645, propagate_forward_time: 83.0801925659, propagate_backward_time: 118.4451980591, weight_update_time: 0.2525028288, other_time: 3.5298919678
epoch time: 17.3596019745s, input_fired_time: 0.2454603016, output_fired_time: 0.0000000000, propagate_forward_time: 16.4750785828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390628815
validation[          , genome  6777] predictions:    9796/  10000 (97.96%), best:    9795/10000 (97.95%), error:       706.44806, best error:       692.29163 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 209.4887390137s, input_fired_time: 1.9501537085, output_fired_time: 1.9401139021, propagate_forward_time: 83.2653808594, propagate_backward_time: 118.7710723877, weight_update_time: 0.2524564266, other_time: 3.5620269775
epoch time: 17.6841640472s, input_fired_time: 0.2462910116, output_fired_time: 0.0000000000, propagate_forward_time: 16.8065471649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313266754
validation[          , genome  6777] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       719.78809, best error:       692.29163 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 209.8190917969s, input_fired_time: 1.9657669067, output_fired_time: 1.9372578859, propagate_forward_time: 83.1540145874, propagate_backward_time: 119.2113342285, weight_update_time: 0.2517427802, other_time: 3.5507278442
epoch time: 17.6257762909s, input_fired_time: 0.2485102862, output_fired_time: 0.0000000000, propagate_forward_time: 16.7456455231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316204071
validation[          , genome  6777] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       666.11945, best error:       666.11945 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 209.2225799561s, input_fired_time: 1.9562710524, output_fired_time: 1.9283822775, propagate_forward_time: 82.9069442749, propagate_backward_time: 118.8712463379, weight_update_time: 0.2501263320, other_time: 3.5597457886
epoch time: 17.0556011200s, input_fired_time: 0.2421810925, output_fired_time: 0.0000000000, propagate_forward_time: 16.1949443817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184749603
validation[          , genome  6777] predictions:    9804/  10000 (98.04%), best:    9796/10000 (97.96%), error:       701.08044, best error:       666.11945 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 209.8948974609s, input_fired_time: 1.9615056515, output_fired_time: 1.9371540546, propagate_forward_time: 83.1429367065, propagate_backward_time: 119.3079071045, weight_update_time: 0.2543532848, other_time: 3.5454025269
epoch time: 17.5877704620s, input_fired_time: 0.2503350675, output_fired_time: 0.0000000000, propagate_forward_time: 16.7069778442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304569244
validation[          , genome  6777] predictions:    9795/  10000 (97.95%), best:    9796/10000 (97.96%), error:       683.54120, best error:       666.11945 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 211.2904205322s, input_fired_time: 1.9640122652, output_fired_time: 1.9358398914, propagate_forward_time: 84.0772781372, propagate_backward_time: 119.7725067139, weight_update_time: 0.2535955906, other_time: 3.5407791138
epoch time: 17.6476287842s, input_fired_time: 0.2481077611, output_fired_time: 0.0000000000, propagate_forward_time: 16.7604980469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390228271
validation[          , genome  6777] predictions:    9759/  10000 (97.59%), best:    9796/10000 (97.96%), error:       866.80829, best error:       666.11945 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 210.0712738037s, input_fired_time: 1.9662601948, output_fired_time: 1.9348675013, propagate_forward_time: 83.4543838501, propagate_backward_time: 119.1581344604, weight_update_time: 0.2523403168, other_time: 3.5576324463
epoch time: 17.8713626862s, input_fired_time: 0.2468109876, output_fired_time: 0.0000000000, propagate_forward_time: 16.9964027405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281490326
validation[          , genome  6777] predictions:    9786/  10000 (97.86%), best:    9796/10000 (97.96%), error:       722.11743, best error:       666.11945 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 208.9348144531s, input_fired_time: 1.9528733492, output_fired_time: 1.9277286530, propagate_forward_time: 82.8664245605, propagate_backward_time: 118.6460494995, weight_update_time: 0.2505173385, other_time: 3.5417251587
epoch time: 17.9386978149s, input_fired_time: 0.2443059832, output_fired_time: 0.0000000000, propagate_forward_time: 17.0643672943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300239563
validation[          , genome  6777] predictions:    9795/  10000 (97.95%), best:    9796/10000 (97.96%), error:       689.97021, best error:       666.11945 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 208.3594970703s, input_fired_time: 1.9617310762, output_fired_time: 1.9244880676, propagate_forward_time: 82.8251724243, propagate_backward_time: 118.1166992188, weight_update_time: 0.2509789467, other_time: 3.5314102173
epoch time: 17.2459278107s, input_fired_time: 0.2459531873, output_fired_time: 0.0000000000, propagate_forward_time: 16.3736839294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262912750
validation[          , genome  6777] predictions:    9809/  10000 (98.09%), best:    9796/10000 (97.96%), error:       701.18475, best error:       666.11945 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 209.2431335449s, input_fired_time: 1.9634599686, output_fired_time: 1.9212394953, propagate_forward_time: 83.0359268188, propagate_backward_time: 118.7777709961, weight_update_time: 0.2546486259, other_time: 3.5447463989
epoch time: 17.8777561188s, input_fired_time: 0.2497670650, output_fired_time: 0.0000000000, propagate_forward_time: 16.9915828705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364059448
validation[          , genome  6777] predictions:    9802/  10000 (98.02%), best:    9796/10000 (97.96%), error:       681.82654, best error:       666.11945 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 210.6347656250s, input_fired_time: 1.9571189880, output_fired_time: 1.9400362968, propagate_forward_time: 83.8634338379, propagate_backward_time: 119.3325195313, weight_update_time: 0.2494117916, other_time: 3.5416564941
epoch time: 17.6998310089s, input_fired_time: 0.2456094623, output_fired_time: 0.0000000000, propagate_forward_time: 16.8253860474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288356781
validation[          , genome  6777] predictions:    9795/  10000 (97.95%), best:    9796/10000 (97.96%), error:       710.40369, best error:       666.11945 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 210.3899993896s, input_fired_time: 1.9692318439, output_fired_time: 1.9385640621, propagate_forward_time: 83.7041091919, propagate_backward_time: 119.2565689087, weight_update_time: 0.2496187240, other_time: 3.5215148926
epoch time: 17.7025852203s, input_fired_time: 0.2467535585, output_fired_time: 0.0000000000, propagate_forward_time: 16.8190231323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368083954
validation[          , genome  6777] predictions:    9794/  10000 (97.94%), best:    9796/10000 (97.96%), error:       750.45569, best error:       666.11945 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 209.0370025635s, input_fired_time: 1.9676626921, output_fired_time: 1.9360080957, propagate_forward_time: 82.9386215210, propagate_backward_time: 118.6701812744, weight_update_time: 0.2486885935, other_time: 3.5245285034
epoch time: 17.6499900818s, input_fired_time: 0.2463185787, output_fired_time: 0.0000000000, propagate_forward_time: 16.7800884247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235828400
validation[          , genome  6777] predictions:    9801/  10000 (98.01%), best:    9796/10000 (97.96%), error:       687.25641, best error:       666.11945 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 209.7011108398s, input_fired_time: 1.9713348150, output_fired_time: 1.9330929518, propagate_forward_time: 83.4361801147, propagate_backward_time: 118.8273315430, weight_update_time: 0.2524622977, other_time: 3.5331802368
epoch time: 17.4553165436s, input_fired_time: 0.2447066009, output_fired_time: 0.0000000000, propagate_forward_time: 16.5794410706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311683655
validation[          , genome  6777] predictions:    9737/  10000 (97.37%), best:    9796/10000 (97.96%), error:       853.17041, best error:       666.11945 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 210.3638763428s, input_fired_time: 1.9656827450, output_fired_time: 1.9443032742, propagate_forward_time: 83.6376876831, propagate_backward_time: 119.2624435425, weight_update_time: 0.2499888241, other_time: 3.5537567139
epoch time: 17.7534255981s, input_fired_time: 0.2504779696, output_fired_time: 0.0000000000, propagate_forward_time: 16.8798866272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230602264
validation[          , genome  6777] predictions:    9787/  10000 (97.87%), best:    9796/10000 (97.96%), error:       695.68878, best error:       666.11945 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 209.5168151855s, input_fired_time: 1.9694491625, output_fired_time: 1.9314593077, propagate_forward_time: 83.1233673096, propagate_backward_time: 118.9532928467, weight_update_time: 0.2517924011, other_time: 3.5392456055
epoch time: 17.3286094666s, input_fired_time: 0.2456263900, output_fired_time: 0.0000000000, propagate_forward_time: 16.4437007904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392822266
validation[          , genome  6777] predictions:    9794/  10000 (97.94%), best:    9796/10000 (97.96%), error:       712.82660, best error:       666.11945 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 209.5404968262s, input_fired_time: 1.9592936039, output_fired_time: 1.9173280001, propagate_forward_time: 83.2254104614, propagate_backward_time: 118.9118728638, weight_update_time: 0.2484849691, other_time: 3.5265960693
epoch time: 17.7026786804s, input_fired_time: 0.2503221035, output_fired_time: 0.0000000000, propagate_forward_time: 16.8132114410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6391448975
validation[          , genome  6777] predictions:    9740/  10000 (97.40%), best:    9796/10000 (97.96%), error:       878.71027, best error:       666.11945 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 210.6471710205s, input_fired_time: 1.9774075747, output_fired_time: 1.9429509640, propagate_forward_time: 83.9642105103, propagate_backward_time: 119.2185287476, weight_update_time: 0.2533040047, other_time: 3.5440826416
epoch time: 17.8540191650s, input_fired_time: 0.2517529726, output_fired_time: 0.0000000000, propagate_forward_time: 16.9772205353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250457764
validation[          , genome  6777] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       758.39246, best error:       666.11945 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 209.5313873291s, input_fired_time: 1.9764120579, output_fired_time: 1.9283709526, propagate_forward_time: 83.4078140259, propagate_backward_time: 118.6944808960, weight_update_time: 0.2492902428, other_time: 3.5243072510
epoch time: 17.5200443268s, input_fired_time: 0.2487871647, output_fired_time: 0.0000000000, propagate_forward_time: 16.6425876617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286697388
validation[          , genome  6777] predictions:    9798/  10000 (97.98%), best:    9796/10000 (97.96%), error:       687.11700, best error:       666.11945 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 209.8493804932s, input_fired_time: 1.9699865580, output_fired_time: 1.9256895781, propagate_forward_time: 83.5762634277, propagate_backward_time: 118.8590011597, weight_update_time: 0.2490385026, other_time: 3.5184402466
epoch time: 17.5643329620s, input_fired_time: 0.2470095605, output_fired_time: 0.0000000000, propagate_forward_time: 16.6856803894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316432953
validation[          , genome  6777] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       753.08539, best error:       666.11945 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 208.5817565918s, input_fired_time: 1.9637284279, output_fired_time: 1.9217991829, propagate_forward_time: 82.9948654175, propagate_backward_time: 118.1856689453, weight_update_time: 0.2464946955, other_time: 3.5156936646
epoch time: 17.3701667786s, input_fired_time: 0.2421263456, output_fired_time: 0.0000000000, propagate_forward_time: 16.5174503326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6105899811
validation[          , genome  6777] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       657.11749, best error:       657.11749 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 211.6429443359s, input_fired_time: 1.9716060162, output_fired_time: 1.9427150488, propagate_forward_time: 84.1124496460, propagate_backward_time: 120.0724411011, weight_update_time: 0.2557080388, other_time: 3.5437316895
epoch time: 17.7107028961s, input_fired_time: 0.2496766746, output_fired_time: 0.0000000000, propagate_forward_time: 16.8309211731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301059723
validation[          , genome  6777] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       679.66846, best error:       657.11749 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 209.2367095947s, input_fired_time: 1.9640002251, output_fired_time: 1.9322541952, propagate_forward_time: 83.3522338867, propagate_backward_time: 118.4450836182, weight_update_time: 0.2504357100, other_time: 3.5431365967
epoch time: 17.7426338196s, input_fired_time: 0.2460340708, output_fired_time: 0.0000000000, propagate_forward_time: 16.8752384186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213607788
validation[          , genome  6777] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       725.05463, best error:       657.11749 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 209.6826477051s, input_fired_time: 1.9667148590, output_fired_time: 1.9224686623, propagate_forward_time: 83.5768737793, propagate_backward_time: 118.7056350708, weight_update_time: 0.2495733798, other_time: 3.5109481812
epoch time: 17.8356971741s, input_fired_time: 0.2494476885, output_fired_time: 0.0000000000, propagate_forward_time: 16.9503078461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359424591
validation[          , genome  6777] predictions:    9803/  10000 (98.03%), best:    9805/10000 (98.05%), error:       680.23480, best error:       657.11749 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 211.4627532959s, input_fired_time: 1.9865607023, output_fired_time: 1.9592268467, propagate_forward_time: 84.0919799805, propagate_backward_time: 119.8648071289, weight_update_time: 0.2508048117, other_time: 3.5601806641
epoch time: 17.6721134186s, input_fired_time: 0.2483731359, output_fired_time: 0.0000000000, propagate_forward_time: 16.7901840210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335563660
validation[          , genome  6777] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       701.71942, best error:       657.11749 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 210.1454010010s, input_fired_time: 1.9723078012, output_fired_time: 1.9333913326, propagate_forward_time: 83.5182647705, propagate_backward_time: 119.1850357056, weight_update_time: 0.2513523996, other_time: 3.5363998413
epoch time: 17.7043304443s, input_fired_time: 0.2504815459, output_fired_time: 0.0000000000, propagate_forward_time: 16.8267688751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270809174
validation[          , genome  6777] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       701.43604, best error:       657.11749 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 210.9192352295s, input_fired_time: 1.9797924757, output_fired_time: 1.9590450525, propagate_forward_time: 83.9677276611, propagate_backward_time: 119.4731750488, weight_update_time: 0.2511172891, other_time: 3.5394897461
epoch time: 16.9952678680s, input_fired_time: 0.2425029576, output_fired_time: 0.0000000000, propagate_forward_time: 16.1362743378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164913177
validation[          , genome  6777] predictions:    9767/  10000 (97.67%), best:    9805/10000 (98.05%), error:       796.54962, best error:       657.11749 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 210.6427764893s, input_fired_time: 1.9854748249, output_fired_time: 1.9364633560, propagate_forward_time: 83.8214721680, propagate_backward_time: 119.3704147339, weight_update_time: 0.2514633238, other_time: 3.5289535522
epoch time: 17.7543601990s, input_fired_time: 0.2468403429, output_fired_time: 0.0000000000, propagate_forward_time: 16.8853435516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221771240
validation[          , genome  6777] predictions:    9802/  10000 (98.02%), best:    9805/10000 (98.05%), error:       686.90753, best error:       657.11749 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 210.6069335938s, input_fired_time: 1.9736906290, output_fired_time: 1.9414970875, propagate_forward_time: 83.8602142334, propagate_backward_time: 119.2985000610, weight_update_time: 0.2500146031, other_time: 3.5330276489
epoch time: 17.6564674377s, input_fired_time: 0.2490070909, output_fired_time: 0.0000000000, propagate_forward_time: 16.7738265991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336345673
validation[          , genome  6777] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       685.58624, best error:       657.11749 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 211.1818542480s, input_fired_time: 1.9784064293, output_fired_time: 1.9446017742, propagate_forward_time: 83.9911880493, propagate_backward_time: 119.7519989014, weight_update_time: 0.2498832494, other_time: 3.5156631470
epoch time: 17.4709205627s, input_fired_time: 0.2458413541, output_fired_time: 0.0000000000, propagate_forward_time: 16.5965423584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285362244
validation[          , genome  6777] predictions:    9769/  10000 (97.69%), best:    9805/10000 (98.05%), error:       757.71979, best error:       657.11749 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 210.6246337891s, input_fired_time: 1.9765970707, output_fired_time: 1.9433865547, propagate_forward_time: 83.7962799072, propagate_backward_time: 119.3777770996, weight_update_time: 0.2522239089, other_time: 3.5305938721
epoch time: 17.6748542786s, input_fired_time: 0.2496886849, output_fired_time: 0.0000000000, propagate_forward_time: 16.7983322144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268329620
validation[          , genome  6777] predictions:    9762/  10000 (97.62%), best:    9805/10000 (98.05%), error:       795.07007, best error:       657.11749 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 210.9513702393s, input_fired_time: 1.9661508799, output_fired_time: 1.9405009747, propagate_forward_time: 83.9222412109, propagate_backward_time: 119.6098022461, weight_update_time: 0.2497428805, other_time: 3.5126647949
epoch time: 17.6471672058s, input_fired_time: 0.2482822686, output_fired_time: 0.0000000000, propagate_forward_time: 16.7628784180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360073090
validation[          , genome  6777] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       732.70728, best error:       657.11749 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 210.3644866943s, input_fired_time: 1.9763187170, output_fired_time: 1.9337785244, propagate_forward_time: 83.6990051270, propagate_backward_time: 119.2168197632, weight_update_time: 0.2528228760, other_time: 3.5385665894
epoch time: 17.9535903931s, input_fired_time: 0.2507673502, output_fired_time: 0.0000000000, propagate_forward_time: 17.0724678040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303558350
validation[          , genome  6777] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       710.40912, best error:       657.11749 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 210.8247528076s, input_fired_time: 1.9737933874, output_fired_time: 1.9286379814, propagate_forward_time: 83.8091201782, propagate_backward_time: 119.5886459351, weight_update_time: 0.2493762374, other_time: 3.5245513916
epoch time: 17.9373302460s, input_fired_time: 0.2508977056, output_fired_time: 0.0000000000, propagate_forward_time: 17.0574989319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289329529
validation[          , genome  6777] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       703.20490, best error:       657.11749 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 211.8285522461s, input_fired_time: 1.9845410585, output_fired_time: 1.9392147064, propagate_forward_time: 84.2670364380, propagate_backward_time: 120.0913925171, weight_update_time: 0.2526060343, other_time: 3.5463714600
epoch time: 17.5245742798s, input_fired_time: 0.2501097918, output_fired_time: 0.0000000000, propagate_forward_time: 16.6397418976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347217560
validation[          , genome  6777] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       709.26471, best error:       657.11749 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 211.2571258545s, input_fired_time: 1.9862742424, output_fired_time: 1.9435007572, propagate_forward_time: 84.2005920410, propagate_backward_time: 119.6058502197, weight_update_time: 0.2519025803, other_time: 3.5209197998
epoch time: 17.3158969879s, input_fired_time: 0.2473572493, output_fired_time: 0.0000000000, propagate_forward_time: 16.4411048889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274356842
validation[          , genome  6777] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       753.32684, best error:       657.11749 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 210.5368499756s, input_fired_time: 1.9803347588, output_fired_time: 1.9386655092, propagate_forward_time: 83.6272506714, propagate_backward_time: 119.4508209229, weight_update_time: 0.2506258488, other_time: 3.5397872925
epoch time: 17.6614265442s, input_fired_time: 0.2487346381, output_fired_time: 0.0000000000, propagate_forward_time: 16.7912616730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214294434
validation[          , genome  6777] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       716.40411, best error:       657.11749 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 212.0982818604s, input_fired_time: 1.9896867275, output_fired_time: 1.9507157803, propagate_forward_time: 84.1807937622, propagate_backward_time: 120.4421234131, weight_update_time: 0.2527659237, other_time: 3.5349655151
epoch time: 17.5292377472s, input_fired_time: 0.2513923645, output_fired_time: 0.0000000000, propagate_forward_time: 16.6411437988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367015839
validation[          , genome  6777] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       698.62274, best error:       657.11749 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 209.9293975830s, input_fired_time: 1.9811015129, output_fired_time: 1.9287289381, propagate_forward_time: 83.3662719727, propagate_backward_time: 119.1287765503, weight_update_time: 0.2483971566, other_time: 3.5245285034
epoch time: 17.7410678864s, input_fired_time: 0.2523548603, output_fired_time: 0.0000000000, propagate_forward_time: 16.8625507355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261615753
validation[          , genome  6777] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       674.03406, best error:       657.11749 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 210.5489044189s, input_fired_time: 1.9835315943, output_fired_time: 1.9409874678, propagate_forward_time: 83.7760620117, propagate_backward_time: 119.3016586304, weight_update_time: 0.2523780465, other_time: 3.5466537476
epoch time: 17.3220939636s, input_fired_time: 0.2459820062, output_fired_time: 0.0000000000, propagate_forward_time: 16.4567813873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193313599
validation[          , genome  6777] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       768.61182, best error:       657.11749 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 208.8156738281s, input_fired_time: 1.9682664871, output_fired_time: 1.9005619287, propagate_forward_time: 83.0683441162, propagate_backward_time: 118.3477478027, weight_update_time: 0.2519924939, other_time: 3.5307617188
epoch time: 17.6458797455s, input_fired_time: 0.2489505410, output_fired_time: 0.0000000000, propagate_forward_time: 16.7763004303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206283569
validation[          , genome  6777] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       688.82336, best error:       657.11749 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 211.1124114990s, input_fired_time: 1.9872595072, output_fired_time: 1.9528384209, propagate_forward_time: 83.6745452881, propagate_backward_time: 119.9696426392, weight_update_time: 0.2521038651, other_time: 3.5281295776
epoch time: 17.7323570251s, input_fired_time: 0.2495301366, output_fired_time: 0.0000000000, propagate_forward_time: 16.8600635529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227626801
validation[          , genome  6777] predictions:    9795/  10000 (97.95%), best:    9805/10000 (98.05%), error:       679.37311, best error:       657.11749 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 211.4225921631s, input_fired_time: 1.9917395115, output_fired_time: 1.9563617706, propagate_forward_time: 84.0922851563, propagate_backward_time: 119.8311157227, weight_update_time: 0.2505394220, other_time: 3.5510864258
epoch time: 16.6578025818s, input_fired_time: 0.2394793034, output_fired_time: 0.0000000000, propagate_forward_time: 15.8056821823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126413345
validation[          , genome  6777] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       694.61591, best error:       657.11749 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 209.3659973145s, input_fired_time: 1.9808158875, output_fired_time: 1.9333109856, propagate_forward_time: 83.0343780518, propagate_backward_time: 118.8722839355, weight_update_time: 0.2507174015, other_time: 3.5452117920
epoch time: 17.6992111206s, input_fired_time: 0.2531428337, output_fired_time: 0.0000000000, propagate_forward_time: 16.8100509644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360168457
validation[          , genome  6777] predictions:    9781/  10000 (97.81%), best:    9805/10000 (98.05%), error:       738.09253, best error:       657.11749 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 211.9807128906s, input_fired_time: 1.9933054447, output_fired_time: 1.9402328730, propagate_forward_time: 84.5449981689, propagate_backward_time: 119.9562301636, weight_update_time: 0.2538040876, other_time: 3.5459518433
epoch time: 17.5114879608s, input_fired_time: 0.2516942024, output_fired_time: 0.0000000000, propagate_forward_time: 16.6427478790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170463562
validation[          , genome  6777] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       757.17078, best error:       657.11749 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 211.4300384521s, input_fired_time: 1.9851942062, output_fired_time: 1.9417605400, propagate_forward_time: 84.1018829346, propagate_backward_time: 119.8533172607, weight_update_time: 0.2543238997, other_time: 3.5478820801
epoch time: 17.6940670013s, input_fired_time: 0.2547633350, output_fired_time: 0.0000000000, propagate_forward_time: 16.8102817535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290225983
validation[          , genome  6777] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       695.91711, best error:       657.11749 on epoch:    75, 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: 88.4003448486s, input_fired_time: 1.2477014065, output_fired_time: 0.0000000000, propagate_forward_time: 83.9501876831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2024536133
best training[          , genome  6777] predictions:   49802/  50000 (99.60%), best:    9805/10000 (98.05%), error:       962.04211, best error:       657.11749 on epoch:    75, 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: 17.0578899384s, input_fired_time: 0.2441011518, output_fired_time: 0.0000000000, propagate_forward_time: 16.1945686340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192207336
   testing[          , genome  6777] predictions:    9827/  10000 (98.27%), best:    9805/10000 (98.05%), error:       578.82446, best error:       657.11749 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:01:28 (1060): called boinc_finish(0)

</stderr_txt>
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