Nameexact_genome_1512568488_44_4414_0
Workunit2593382
Created7 Dec 2017, 9:50:56 UTC
Sent7 Dec 2017, 9:58:17 UTC
Report deadline11 Dec 2017, 5:57:12 UTC
Received9 Dec 2017, 1:23:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 6 min 17 sec
CPU time2 hours 3 min 18 sec
Validate stateValid
Credit958.15
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.74 MB
Peak swap size156.57 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0728169158, output_fired_time: 0.0000000000, propagate_forward_time: 5.3400368690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547758102
validation[          , genome  4414] predictions:    9435/  10000 (94.35%), best:    9507/10000 (95.07%), error:      1837.24219, best error:      1683.01111 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.7526855469s, input_fired_time: 0.5785726309, output_fired_time: 0.5966776013, propagate_forward_time: 25.9536228180, propagate_backward_time: 37.1180458069, weight_update_time: 0.1373276114, other_time: 2.5057640076
epoch time: 5.4321599007s, input_fired_time: 0.0703545138, output_fired_time: 0.0000000000, propagate_forward_time: 4.9243774414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374279976
validation[          , genome  4414] predictions:    9501/  10000 (95.01%), best:    9507/10000 (95.07%), error:      1684.08899, best error:      1683.01111 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.3078918457s, input_fired_time: 0.5826137662, output_fired_time: 0.6023713350, propagate_forward_time: 26.2315082550, propagate_backward_time: 37.3925094604, weight_update_time: 0.1379274577, other_time: 2.4988937378
epoch time: 5.8325486183s, input_fired_time: 0.0738689005, output_fired_time: 0.0000000000, propagate_forward_time: 5.3142156601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444642067
validation[          , genome  4414] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1662.92102, best error:      1662.92102 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.5280075073s, input_fired_time: 0.5777724981, output_fired_time: 0.6034939885, propagate_forward_time: 26.3017959595, propagate_backward_time: 37.5480270386, weight_update_time: 0.1386339813, other_time: 2.4969177246
epoch time: 5.9298224449s, input_fired_time: 0.0757810324, output_fired_time: 0.0000000000, propagate_forward_time: 5.3825297356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715118408
validation[          , genome  4414] predictions:    9434/  10000 (94.34%), best:    9533/10000 (95.33%), error:      1787.39746, best error:      1662.92102 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.6015396118s, input_fired_time: 0.5765853524, output_fired_time: 0.5971415639, propagate_forward_time: 25.1486930847, propagate_backward_time: 36.6662406921, weight_update_time: 0.1387715340, other_time: 2.6128768921
epoch time: 5.6536555290s, input_fired_time: 0.0742014274, output_fired_time: 0.0000000000, propagate_forward_time: 5.1246457100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548082352
validation[          , genome  4414] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1623.44702, best error:      1623.44702 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.4970092773s, input_fired_time: 0.5848053694, output_fired_time: 0.6056057811, propagate_forward_time: 26.2929592133, propagate_backward_time: 37.5022544861, weight_update_time: 0.1380309463, other_time: 2.5113792419
epoch time: 5.7646536827s, input_fired_time: 0.0735573992, output_fired_time: 0.0000000000, propagate_forward_time: 5.2246565819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664397240
validation[          , genome  4414] predictions:    9537/  10000 (95.37%), best:    9527/10000 (95.27%), error:      1636.73669, best error:      1623.44702 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.4724349976s, input_fired_time: 0.5890153050, output_fired_time: 0.6099552512, propagate_forward_time: 26.2085666656, propagate_backward_time: 37.5053253174, weight_update_time: 0.1396097094, other_time: 2.5595779419
epoch time: 5.7586693764s, input_fired_time: 0.0719947964, output_fired_time: 0.0000000000, propagate_forward_time: 5.2487530708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379215240
validation[          , genome  4414] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1528.01721, best error:      1528.01721 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 68.1780319214s, input_fired_time: 0.5974254012, output_fired_time: 0.6080541015, propagate_forward_time: 26.5042934418, propagate_backward_time: 37.9061622620, weight_update_time: 0.1406011879, other_time: 2.5620918274
epoch time: 5.1894526482s, input_fired_time: 0.0724683031, output_fired_time: 0.0000000000, propagate_forward_time: 4.6554441452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615402222
validation[          , genome  4414] predictions:    9521/  10000 (95.21%), best:    9541/10000 (95.41%), error:      1605.08960, best error:      1528.01721 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.3932189941s, input_fired_time: 0.5931525826, output_fired_time: 0.6023881435, propagate_forward_time: 26.1778736115, propagate_backward_time: 37.4270324707, weight_update_time: 0.1409023702, other_time: 2.5927734375
epoch time: 5.6112236977s, input_fired_time: 0.0758314431, output_fired_time: 0.0000000000, propagate_forward_time: 5.0440125465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913797379
validation[          , genome  4414] predictions:    9534/  10000 (95.34%), best:    9541/10000 (95.41%), error:      1611.46387, best error:      1528.01721 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.1732025146s, input_fired_time: 0.6036671996, output_fired_time: 0.6115428209, propagate_forward_time: 26.5535144806, propagate_backward_time: 37.8569221497, weight_update_time: 0.1411262602, other_time: 2.5475578308
epoch time: 5.8174138069s, input_fired_time: 0.0746620819, output_fired_time: 0.0000000000, propagate_forward_time: 5.2959017754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468498230
validation[          , genome  4414] predictions:    9411/  10000 (94.11%), best:    9541/10000 (95.41%), error:      2014.82751, best error:      1528.01721 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.1219329834s, input_fired_time: 0.5977121592, output_fired_time: 0.6071293950, propagate_forward_time: 26.5543231964, propagate_backward_time: 37.7970161438, weight_update_time: 0.1404519528, other_time: 2.5657539368
epoch time: 5.8847513199s, input_fired_time: 0.0740563646, output_fired_time: 0.0000000000, propagate_forward_time: 5.3700408936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406542778
validation[          , genome  4414] predictions:    9483/  10000 (94.83%), best:    9541/10000 (95.41%), error:      1668.55945, best error:      1528.01721 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.8973999023s, input_fired_time: 0.5911643505, output_fired_time: 0.6087751389, propagate_forward_time: 26.4406318665, propagate_backward_time: 37.7124252319, weight_update_time: 0.1407086253, other_time: 2.5444068909
epoch time: 5.6786413193s, input_fired_time: 0.0739724562, output_fired_time: 0.0000000000, propagate_forward_time: 5.1488437653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558253288
validation[          , genome  4414] predictions:    9520/  10000 (95.20%), best:    9541/10000 (95.41%), error:      1634.95325, best error:      1528.01721 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 66.3474197388s, input_fired_time: 0.5777354836, output_fired_time: 0.5998470783, propagate_forward_time: 25.5936527252, propagate_backward_time: 37.0536231995, weight_update_time: 0.1373088062, other_time: 2.5225639343
epoch time: 5.7561693192s, input_fired_time: 0.0737216845, output_fired_time: 0.0000000000, propagate_forward_time: 5.2354984283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469490051
validation[          , genome  4414] predictions:    9506/  10000 (95.06%), best:    9541/10000 (95.41%), error:      1664.78174, best error:      1528.01721 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 66.9230728149s, input_fired_time: 0.5843153596, output_fired_time: 0.6024489403, propagate_forward_time: 25.9592800140, propagate_backward_time: 37.2466354370, weight_update_time: 0.1402126104, other_time: 2.5303955078
epoch time: 5.9171881676s, input_fired_time: 0.0771293491, output_fired_time: 0.0000000000, propagate_forward_time: 5.3690404892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710183144
validation[          , genome  4414] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1509.78259, best error:      1509.78259 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 66.6593704224s, input_fired_time: 0.5867200494, output_fired_time: 0.6012977958, propagate_forward_time: 25.8114452362, propagate_backward_time: 37.0921401978, weight_update_time: 0.1410607696, other_time: 2.5677642822
epoch time: 5.6511898041s, input_fired_time: 0.0721322671, output_fired_time: 0.0000000000, propagate_forward_time: 5.1395921707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394655228
validation[          , genome  4414] predictions:    9495/  10000 (94.95%), best:    9566/10000 (95.66%), error:      1712.15674, best error:      1509.78259 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 67.3292160034s, input_fired_time: 0.5856198072, output_fired_time: 0.6037677526, propagate_forward_time: 26.2172985077, propagate_backward_time: 37.4366264343, weight_update_time: 0.1382928789, other_time: 2.4859046936
epoch time: 6.3181071281s, input_fired_time: 0.0828214660, output_fired_time: 0.0000000000, propagate_forward_time: 5.7386498451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966359138
validation[          , genome  4414] predictions:    9505/  10000 (95.05%), best:    9566/10000 (95.66%), error:      1622.30469, best error:      1509.78259 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.2991561890s, input_fired_time: 0.5922511220, output_fired_time: 0.6007583737, propagate_forward_time: 26.1559734344, propagate_backward_time: 37.3451271057, weight_update_time: 0.1397428364, other_time: 2.6050376892
epoch time: 5.8051633835s, input_fired_time: 0.0740724653, output_fired_time: 0.0000000000, propagate_forward_time: 5.2907056808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403853416
validation[          , genome  4414] predictions:    9569/  10000 (95.69%), best:    9566/10000 (95.66%), error:      1541.53186, best error:      1509.78259 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.2369995117s, input_fired_time: 0.5927892327, output_fired_time: 0.6141763926, propagate_forward_time: 26.5537433624, propagate_backward_time: 37.9503250122, weight_update_time: 0.1403453648, other_time: 2.5259704590
epoch time: 5.8204641342s, input_fired_time: 0.0733252838, output_fired_time: 0.0000000000, propagate_forward_time: 5.2888560295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582829475
validation[          , genome  4414] predictions:    9527/  10000 (95.27%), best:    9566/10000 (95.66%), error:      1633.29907, best error:      1509.78259 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.9822769165s, input_fired_time: 0.5953668356, output_fired_time: 0.6049406528, propagate_forward_time: 26.4624557495, propagate_backward_time: 37.7855529785, weight_update_time: 0.1410585940, other_time: 2.5339584351
epoch time: 6.0483274460s, input_fired_time: 0.0799778998, output_fired_time: 0.0000000000, propagate_forward_time: 5.4913282394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770212173
validation[          , genome  4414] predictions:    9510/  10000 (95.10%), best:    9566/10000 (95.66%), error:      1619.83716, best error:      1509.78259 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.2032241821s, input_fired_time: 0.5824995041, output_fired_time: 0.6009994745, propagate_forward_time: 26.1370544434, propagate_backward_time: 37.3839187622, weight_update_time: 0.1388356835, other_time: 2.4987564087
epoch time: 5.8566012383s, input_fired_time: 0.0744665489, output_fired_time: 0.0000000000, propagate_forward_time: 5.3231124878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590220451
validation[          , genome  4414] predictions:    9546/  10000 (95.46%), best:    9566/10000 (95.66%), error:      1513.39709, best error:      1509.78259 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.9534225464s, input_fired_time: 0.5905815959, output_fired_time: 0.6107293367, propagate_forward_time: 26.4257030487, propagate_backward_time: 37.7963790894, weight_update_time: 0.1386571079, other_time: 2.5300216675
epoch time: 5.8586001396s, input_fired_time: 0.0751035288, output_fired_time: 0.0000000000, propagate_forward_time: 5.3352069855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482893944
validation[          , genome  4414] predictions:    9546/  10000 (95.46%), best:    9566/10000 (95.66%), error:      1513.54102, best error:      1509.78259 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.6073837280s, input_fired_time: 0.5927202106, output_fired_time: 0.6043372750, propagate_forward_time: 26.3415393829, propagate_backward_time: 37.5291824341, weight_update_time: 0.1401548237, other_time: 2.5396041870
epoch time: 5.8999695778s, input_fired_time: 0.0770521536, output_fired_time: 0.0000000000, propagate_forward_time: 5.3554835320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674339294
validation[          , genome  4414] predictions:    9559/  10000 (95.59%), best:    9559/10000 (95.59%), error:      1491.07532, best error:      1491.07532 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.4874572754s, input_fired_time: 0.5902345181, output_fired_time: 0.6070206761, propagate_forward_time: 26.1782207489, propagate_backward_time: 37.5439186096, weight_update_time: 0.1410455108, other_time: 2.5680656433
epoch time: 5.4892897606s, input_fired_time: 0.0730204657, output_fired_time: 0.0000000000, propagate_forward_time: 4.9503746033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658946991
validation[          , genome  4414] predictions:    9564/  10000 (95.64%), best:    9559/10000 (95.59%), error:      1551.63354, best error:      1491.07532 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.8873519897s, input_fired_time: 0.6048196554, output_fired_time: 0.6144210696, propagate_forward_time: 26.8646755219, propagate_backward_time: 38.2237091064, weight_update_time: 0.1410010457, other_time: 2.5797271729
epoch time: 5.7881450653s, input_fired_time: 0.0740680173, output_fired_time: 0.0000000000, propagate_forward_time: 5.2724504471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416265488
validation[          , genome  4414] predictions:    9540/  10000 (95.40%), best:    9559/10000 (95.59%), error:      1553.39246, best error:      1491.07532 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.5371932983s, input_fired_time: 0.5893698931, output_fired_time: 0.6027868390, propagate_forward_time: 26.2729072571, propagate_backward_time: 37.4964523315, weight_update_time: 0.1400454640, other_time: 2.5756797791
epoch time: 5.9331536293s, input_fired_time: 0.0778511092, output_fired_time: 0.0000000000, propagate_forward_time: 5.3902492523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650530815
validation[          , genome  4414] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1490.13452, best error:      1490.13452 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.3270187378s, input_fired_time: 0.5911956429, output_fired_time: 0.6028774977, propagate_forward_time: 26.2383289337, propagate_backward_time: 37.3511161804, weight_update_time: 0.1382359117, other_time: 2.5435066223
epoch time: 5.8623957634s, input_fired_time: 0.0752199516, output_fired_time: 0.0000000000, propagate_forward_time: 5.3273296356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598460197
validation[          , genome  4414] predictions:    9523/  10000 (95.23%), best:    9568/10000 (95.68%), error:      1587.65466, best error:      1490.13452 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.5371093750s, input_fired_time: 0.5893539190, output_fired_time: 0.6035760045, propagate_forward_time: 26.3557453156, propagate_backward_time: 37.4779586792, weight_update_time: 0.1379862875, other_time: 2.5104751587
epoch time: 5.7625064850s, input_fired_time: 0.0768655911, output_fired_time: 0.0000000000, propagate_forward_time: 5.2281718254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574689865
validation[          , genome  4414] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1441.82385, best error:      1441.82385 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.4018630981s, input_fired_time: 0.5865947008, output_fired_time: 0.6058859229, propagate_forward_time: 26.1996097565, propagate_backward_time: 37.4910888672, weight_update_time: 0.1375538558, other_time: 2.5186843872
epoch time: 5.8672518730s, input_fired_time: 0.0743460506, output_fired_time: 0.0000000000, propagate_forward_time: 5.3434066772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494991302
validation[          , genome  4414] predictions:    9489/  10000 (94.89%), best:    9582/10000 (95.82%), error:      1707.12622, best error:      1441.82385 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.4894866943s, input_fired_time: 0.5934988260, output_fired_time: 0.6077765226, propagate_forward_time: 26.2342357635, propagate_backward_time: 37.5086708069, weight_update_time: 0.1415257603, other_time: 2.5453071594
epoch time: 6.0063729286s, input_fired_time: 0.0770869628, output_fired_time: 0.0000000000, propagate_forward_time: 5.4487934113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804925919
validation[          , genome  4414] predictions:    9492/  10000 (94.92%), best:    9582/10000 (95.82%), error:      1694.73743, best error:      1441.82385 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.6593017578s, input_fired_time: 0.5846894383, output_fired_time: 0.6068093777, propagate_forward_time: 26.3266563416, propagate_backward_time: 37.6712417603, weight_update_time: 0.1404312551, other_time: 2.4699058533
epoch time: 5.9384431839s, input_fired_time: 0.0776663423, output_fired_time: 0.0000000000, propagate_forward_time: 5.3898553848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709215164
validation[          , genome  4414] predictions:    9575/  10000 (95.75%), best:    9582/10000 (95.82%), error:      1479.28967, best error:      1441.82385 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.7720031738s, input_fired_time: 0.5934017301, output_fired_time: 0.6029522419, propagate_forward_time: 26.3553810120, propagate_backward_time: 37.6885833740, weight_update_time: 0.1420904249, other_time: 2.5316886902
epoch time: 5.8628573418s, input_fired_time: 0.0781711265, output_fired_time: 0.0000000000, propagate_forward_time: 5.3225998878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620862007
validation[          , genome  4414] predictions:    9521/  10000 (95.21%), best:    9582/10000 (95.82%), error:      1586.15442, best error:      1441.82385 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.4435653687s, input_fired_time: 0.5903505087, output_fired_time: 0.6005273461, propagate_forward_time: 25.6738052368, propagate_backward_time: 37.0067634583, weight_update_time: 0.1402729005, other_time: 2.5721244812
epoch time: 5.7547655106s, input_fired_time: 0.0760492608, output_fired_time: 0.0000000000, propagate_forward_time: 5.2246823311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540338516
validation[          , genome  4414] predictions:    9579/  10000 (95.79%), best:    9582/10000 (95.82%), error:      1453.95349, best error:      1441.82385 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.6046752930s, input_fired_time: 0.5819730759, output_fired_time: 0.5957575440, propagate_forward_time: 25.1336154938, propagate_backward_time: 36.7026176453, weight_update_time: 0.1384161860, other_time: 2.5907173157
epoch time: 5.8328652382s, input_fired_time: 0.0771030784, output_fired_time: 0.0000000000, propagate_forward_time: 5.2843127251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714493752
validation[          , genome  4414] predictions:    9570/  10000 (95.70%), best:    9582/10000 (95.82%), error:      1493.52246, best error:      1441.82385 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.4911804199s, input_fired_time: 0.5823448300, output_fired_time: 0.5969101191, propagate_forward_time: 25.1830921173, propagate_backward_time: 36.5499992371, weight_update_time: 0.1385554522, other_time: 2.5788383484
epoch time: 5.7121438980s, input_fired_time: 0.0729900822, output_fired_time: 0.0000000000, propagate_forward_time: 5.2048320770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343218803
validation[          , genome  4414] predictions:    9566/  10000 (95.66%), best:    9582/10000 (95.82%), error:      1452.28198, best error:      1441.82385 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.2263259888s, input_fired_time: 0.5931628346, output_fired_time: 0.5994228125, propagate_forward_time: 25.5383911133, propagate_backward_time: 36.9191093445, weight_update_time: 0.1394811124, other_time: 2.5762367249
epoch time: 5.8795790672s, input_fired_time: 0.0739077628, output_fired_time: 0.0000000000, propagate_forward_time: 5.3555679321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501032829
validation[          , genome  4414] predictions:    9545/  10000 (95.45%), best:    9582/10000 (95.82%), error:      1586.00732, best error:      1441.82385 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 66.6441268921s, input_fired_time: 0.5864287615, output_fired_time: 0.5987231731, propagate_forward_time: 25.9311504364, propagate_backward_time: 37.0342178345, weight_update_time: 0.1376164556, other_time: 2.4936065674
epoch time: 5.9172821045s, input_fired_time: 0.0751512125, output_fired_time: 0.0000000000, propagate_forward_time: 5.3875255585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546051025
validation[          , genome  4414] predictions:    9584/  10000 (95.84%), best:    9582/10000 (95.82%), error:      1446.21631, best error:      1441.82385 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.5649337769s, input_fired_time: 0.6039436460, output_fired_time: 0.6097977161, propagate_forward_time: 26.7034225464, propagate_backward_time: 38.0708808899, weight_update_time: 0.1414134949, other_time: 2.5768928528
epoch time: 5.7527379990s, input_fired_time: 0.0766669884, output_fired_time: 0.0000000000, propagate_forward_time: 5.2127590179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633121490
validation[          , genome  4414] predictions:    9519/  10000 (95.19%), best:    9582/10000 (95.82%), error:      1673.34839, best error:      1441.82385 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.7499160767s, input_fired_time: 0.5910303593, output_fired_time: 0.5995242596, propagate_forward_time: 26.0538558960, propagate_backward_time: 36.9580993652, weight_update_time: 0.1393303573, other_time: 2.5474014282
epoch time: 5.8418173790s, input_fired_time: 0.0747642517, output_fired_time: 0.0000000000, propagate_forward_time: 5.3167424202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503107071
validation[          , genome  4414] predictions:    9524/  10000 (95.24%), best:    9582/10000 (95.82%), error:      1548.89929, best error:      1441.82385 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.2148742676s, input_fired_time: 0.5904158354, output_fired_time: 0.6018061042, propagate_forward_time: 26.0810203552, propagate_backward_time: 37.4070625305, weight_update_time: 0.1390964091, other_time: 2.5345687866
epoch time: 6.0012230873s, input_fired_time: 0.0779100284, output_fired_time: 0.0000000000, propagate_forward_time: 5.4534950256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698181152
validation[          , genome  4414] predictions:    9559/  10000 (95.59%), best:    9582/10000 (95.82%), error:      1507.01880, best error:      1441.82385 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.0430068970s, input_fired_time: 0.5936014652, output_fired_time: 0.5990530252, propagate_forward_time: 26.0998840332, propagate_backward_time: 37.2295646667, weight_update_time: 0.1385866702, other_time: 2.5209007263
epoch time: 5.2853469849s, input_fired_time: 0.0702442825, output_fired_time: 0.0000000000, propagate_forward_time: 4.7984027863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166998863
validation[          , genome  4414] predictions:    9539/  10000 (95.39%), best:    9582/10000 (95.82%), error:      1503.07483, best error:      1441.82385 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.1802062988s, input_fired_time: 0.5939087868, output_fired_time: 0.6006762385, propagate_forward_time: 25.5060615540, propagate_backward_time: 36.9062614441, weight_update_time: 0.1406700760, other_time: 2.5732955933
epoch time: 5.8135852814s, input_fired_time: 0.0743755251, output_fired_time: 0.0000000000, propagate_forward_time: 5.3008456230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383640289
validation[          , genome  4414] predictions:    9511/  10000 (95.11%), best:    9582/10000 (95.82%), error:      1720.06189, best error:      1441.82385 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.0086364746s, input_fired_time: 0.5875260830, output_fired_time: 0.6047466993, propagate_forward_time: 26.5426120758, propagate_backward_time: 37.7898063660, weight_update_time: 0.1389576644, other_time: 2.4839515686
epoch time: 6.0693707466s, input_fired_time: 0.0795529783, output_fired_time: 0.0000000000, propagate_forward_time: 5.5058002472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840173721
validation[          , genome  4414] predictions:    9559/  10000 (95.59%), best:    9582/10000 (95.82%), error:      1481.89526, best error:      1441.82385 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.8828659058s, input_fired_time: 0.5972788334, output_fired_time: 0.6097035408, propagate_forward_time: 26.3581123352, propagate_backward_time: 37.7469139099, weight_update_time: 0.1426363885, other_time: 2.5708541870
epoch time: 5.8123712540s, input_fired_time: 0.0753445178, output_fired_time: 0.0000000000, propagate_forward_time: 5.2905387878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464879036
validation[          , genome  4414] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1416.25317, best error:      1416.25317 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.2656631470s, input_fired_time: 0.5945758820, output_fired_time: 0.6107620001, propagate_forward_time: 26.5876293182, propagate_backward_time: 37.9432106018, weight_update_time: 0.1415918916, other_time: 2.5294837952
epoch time: 5.8067574501s, input_fired_time: 0.0770967826, output_fired_time: 0.0000000000, propagate_forward_time: 5.2678241730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618363380
validation[          , genome  4414] predictions:    9564/  10000 (95.64%), best:    9599/10000 (95.99%), error:      1513.50623, best error:      1416.25317 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.6783523560s, input_fired_time: 0.5979908705, output_fired_time: 0.6090763807, propagate_forward_time: 26.3159637451, propagate_backward_time: 37.5784912109, weight_update_time: 0.1412049532, other_time: 2.5768280029
epoch time: 5.9129981995s, input_fired_time: 0.0763433948, output_fired_time: 0.0000000000, propagate_forward_time: 5.3733744621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632802010
validation[          , genome  4414] predictions:    9570/  10000 (95.70%), best:    9599/10000 (95.99%), error:      1483.59033, best error:      1416.25317 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 68.7104263306s, input_fired_time: 0.6100162268, output_fired_time: 0.6127538085, propagate_forward_time: 26.7016582489, propagate_backward_time: 38.2015495300, weight_update_time: 0.1448420882, other_time: 2.5844459534
epoch time: 5.6560530663s, input_fired_time: 0.0752194971, output_fired_time: 0.0000000000, propagate_forward_time: 5.1300520897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507813454
validation[          , genome  4414] predictions:    9546/  10000 (95.46%), best:    9599/10000 (95.99%), error:      1536.89685, best error:      1416.25317 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.7541580200s, input_fired_time: 0.5994512439, output_fired_time: 0.6061565876, propagate_forward_time: 26.3690071106, propagate_backward_time: 37.5881004333, weight_update_time: 0.1416352689, other_time: 2.5914459229
epoch time: 5.8390369415s, input_fired_time: 0.0752646029, output_fired_time: 0.0000000000, propagate_forward_time: 5.3173580170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464144707
validation[          , genome  4414] predictions:    9566/  10000 (95.66%), best:    9599/10000 (95.99%), error:      1481.38940, best error:      1416.25317 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 66.4659042358s, input_fired_time: 0.5871101618, output_fired_time: 0.5942615271, propagate_forward_time: 25.8293418884, propagate_backward_time: 36.9779663086, weight_update_time: 0.1396373659, other_time: 2.4772224426
epoch time: 5.9045476913s, input_fired_time: 0.0770776197, output_fired_time: 0.0000000000, propagate_forward_time: 5.3698911667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575791359
validation[          , genome  4414] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1406.48523, best error:      1406.48523 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.8468093872s, input_fired_time: 0.5954148769, output_fired_time: 0.6054320335, propagate_forward_time: 25.8213329315, propagate_backward_time: 37.2472801208, weight_update_time: 0.1378849149, other_time: 2.5773506165
epoch time: 5.7795953751s, input_fired_time: 0.0747347623, output_fired_time: 0.0000000000, propagate_forward_time: 5.2546305656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502301216
validation[          , genome  4414] predictions:    9603/  10000 (96.03%), best:    9582/10000 (95.82%), error:      1411.84253, best error:      1406.48523 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.8524856567s, input_fired_time: 0.5932862163, output_fired_time: 0.6030409932, propagate_forward_time: 26.4383411407, propagate_backward_time: 37.6977462769, weight_update_time: 0.1399127841, other_time: 2.5200729370
epoch time: 5.8392739296s, input_fired_time: 0.0750378519, output_fired_time: 0.0000000000, propagate_forward_time: 5.3108615875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533743858
validation[          , genome  4414] predictions:    9539/  10000 (95.39%), best:    9582/10000 (95.82%), error:      1573.95605, best error:      1406.48523 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.2058105469s, input_fired_time: 0.5892401338, output_fired_time: 0.6013418436, propagate_forward_time: 26.2496089935, propagate_backward_time: 37.3251342773, weight_update_time: 0.1352984011, other_time: 2.4404830933
epoch time: 5.8679013252s, input_fired_time: 0.0753726140, output_fired_time: 0.0000000000, propagate_forward_time: 5.3451581001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473705292
validation[          , genome  4414] predictions:    9556/  10000 (95.56%), best:    9582/10000 (95.82%), error:      1478.82153, best error:      1406.48523 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.2869644165s, input_fired_time: 0.5933342576, output_fired_time: 0.6013802290, propagate_forward_time: 26.0975551605, propagate_backward_time: 37.4413375854, weight_update_time: 0.1393888444, other_time: 2.5533523560
epoch time: 6.3242630959s, input_fired_time: 0.0840247944, output_fired_time: 0.0000000000, propagate_forward_time: 5.7374982834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027399063
validation[          , genome  4414] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1388.61755, best error:      1388.61755 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.5637588501s, input_fired_time: 0.5984808207, output_fired_time: 0.6016002893, propagate_forward_time: 25.7024707794, propagate_backward_time: 37.0602340698, weight_update_time: 0.1403364688, other_time: 2.6009750366
epoch time: 5.6836729050s, input_fired_time: 0.0745915025, output_fired_time: 0.0000000000, propagate_forward_time: 5.1662859917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427952766
validation[          , genome  4414] predictions:    9572/  10000 (95.72%), best:    9598/10000 (95.98%), error:      1485.97815, best error:      1388.61755 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.8944778442s, input_fired_time: 0.5940362215, output_fired_time: 0.6003445983, propagate_forward_time: 25.9389839172, propagate_backward_time: 37.1765823364, weight_update_time: 0.1390923560, other_time: 2.5845298767
epoch time: 5.8036456108s, input_fired_time: 0.0755458176, output_fired_time: 0.0000000000, propagate_forward_time: 5.2740454674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540543556
validation[          , genome  4414] predictions:    9605/  10000 (96.05%), best:    9598/10000 (95.98%), error:      1408.59131, best error:      1388.61755 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.4212036133s, input_fired_time: 0.5968059301, output_fired_time: 0.6026132703, propagate_forward_time: 26.1948642731, propagate_backward_time: 37.5080909729, weight_update_time: 0.1390584856, other_time: 2.5188255310
epoch time: 5.7429847717s, input_fired_time: 0.0739573091, output_fired_time: 0.0000000000, propagate_forward_time: 5.2237482071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452791214
validation[          , genome  4414] predictions:    9561/  10000 (95.61%), best:    9598/10000 (95.98%), error:      1463.22266, best error:      1388.61755 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.4172058105s, input_fired_time: 0.5944471955, output_fired_time: 0.6009217501, propagate_forward_time: 25.6130332947, propagate_backward_time: 37.0110855103, weight_update_time: 0.1415485591, other_time: 2.5977210999
epoch time: 5.9836835861s, input_fired_time: 0.0784875751, output_fired_time: 0.0000000000, propagate_forward_time: 5.4390316010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661645889
validation[          , genome  4414] predictions:    9543/  10000 (95.43%), best:    9598/10000 (95.98%), error:      1492.22021, best error:      1388.61755 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.3762054443s, input_fired_time: 0.5967926383, output_fired_time: 0.6065565944, propagate_forward_time: 26.1233329773, propagate_backward_time: 37.4678230286, weight_update_time: 0.1431562901, other_time: 2.5816955566
epoch time: 5.5893530846s, input_fired_time: 0.0730816275, output_fired_time: 0.0000000000, propagate_forward_time: 5.0762500763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400215149
validation[          , genome  4414] predictions:    9596/  10000 (95.96%), best:    9598/10000 (95.98%), error:      1393.83557, best error:      1388.61755 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.3521423340s, input_fired_time: 0.5917268395, output_fired_time: 0.5987998247, propagate_forward_time: 26.2645416260, propagate_backward_time: 37.4365463257, weight_update_time: 0.1370328665, other_time: 2.4605255127
epoch time: 5.7998046875s, input_fired_time: 0.0759917125, output_fired_time: 0.0000000000, propagate_forward_time: 5.2667956352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570174217
validation[          , genome  4414] predictions:    9535/  10000 (95.35%), best:    9598/10000 (95.98%), error:      1554.87817, best error:      1388.61755 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.8934326172s, input_fired_time: 0.5943902135, output_fired_time: 0.6028508544, propagate_forward_time: 25.8738784790, propagate_backward_time: 37.2892189026, weight_update_time: 0.1381287873, other_time: 2.5330924988
epoch time: 6.0657410622s, input_fired_time: 0.0815070495, output_fired_time: 0.0000000000, propagate_forward_time: 5.5068354607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773983955
validation[          , genome  4414] predictions:    9574/  10000 (95.74%), best:    9598/10000 (95.98%), error:      1408.21814, best error:      1388.61755 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.0207824707s, input_fired_time: 0.5965059996, output_fired_time: 0.6002398729, propagate_forward_time: 26.1309356689, propagate_backward_time: 37.1741294861, weight_update_time: 0.1386890113, other_time: 2.5189704895
epoch time: 5.7018041611s, input_fired_time: 0.0740063861, output_fired_time: 0.0000000000, propagate_forward_time: 5.1936774254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341201782
validation[          , genome  4414] predictions:    9551/  10000 (95.51%), best:    9598/10000 (95.98%), error:      1484.19470, best error:      1388.61755 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.6216659546s, input_fired_time: 0.5944519043, output_fired_time: 0.6030403972, propagate_forward_time: 26.2794914246, propagate_backward_time: 37.6164169312, weight_update_time: 0.1407616884, other_time: 2.5282630920
epoch time: 5.4781351089s, input_fired_time: 0.0737609193, output_fired_time: 0.0000000000, propagate_forward_time: 4.9517583847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526157379
validation[          , genome  4414] predictions:    9587/  10000 (95.87%), best:    9598/10000 (95.98%), error:      1430.23230, best error:      1388.61755 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.1775283813s, input_fired_time: 0.5918606520, output_fired_time: 0.6059718728, propagate_forward_time: 26.6379852295, propagate_backward_time: 37.9019927979, weight_update_time: 0.1377837360, other_time: 2.4397201538
epoch time: 5.8193216324s, input_fired_time: 0.0763728544, output_fired_time: 0.0000000000, propagate_forward_time: 5.2952213287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477276802
validation[          , genome  4414] predictions:    9576/  10000 (95.76%), best:    9598/10000 (95.98%), error:      1447.20947, best error:      1388.61755 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.1363906860s, input_fired_time: 0.5951377749, output_fired_time: 0.6019545794, propagate_forward_time: 25.4132919312, propagate_backward_time: 36.8749656677, weight_update_time: 0.1394651085, other_time: 2.6510429382
epoch time: 5.7925281525s, input_fired_time: 0.0747464225, output_fired_time: 0.0000000000, propagate_forward_time: 5.2742638588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435176849
validation[          , genome  4414] predictions:    9565/  10000 (95.65%), best:    9598/10000 (95.98%), error:      1479.58228, best error:      1388.61755 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 66.9589080811s, input_fired_time: 0.5895721316, output_fired_time: 0.6003882885, propagate_forward_time: 25.9730739594, propagate_backward_time: 37.2788810730, weight_update_time: 0.1378585845, other_time: 2.5169944763
epoch time: 5.9990773201s, input_fired_time: 0.0773806795, output_fired_time: 0.0000000000, propagate_forward_time: 5.4575634003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641332626
validation[          , genome  4414] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1362.09338, best error:      1362.09338 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 66.8916015625s, input_fired_time: 0.6014867425, output_fired_time: 0.5967581272, propagate_forward_time: 25.8741912842, propagate_backward_time: 37.2530059814, weight_update_time: 0.1389433146, other_time: 2.5661621094
epoch time: 5.7067394257s, input_fired_time: 0.0754368752, output_fired_time: 0.0000000000, propagate_forward_time: 5.1915750504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397273064
validation[          , genome  4414] predictions:    9576/  10000 (95.76%), best:    9612/10000 (96.12%), error:      1457.00830, best error:      1362.09338 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 66.0936889648s, input_fired_time: 0.5975140929, output_fired_time: 0.5916658044, propagate_forward_time: 25.6875591278, propagate_backward_time: 36.6783561707, weight_update_time: 0.1384287924, other_time: 2.5385932922
epoch time: 5.9036836624s, input_fired_time: 0.0797716826, output_fired_time: 0.0000000000, propagate_forward_time: 5.3523864746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715256691
validation[          , genome  4414] predictions:    9593/  10000 (95.93%), best:    9612/10000 (96.12%), error:      1411.91235, best error:      1362.09338 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.7056350708s, input_fired_time: 0.6052237749, output_fired_time: 0.6140113473, propagate_forward_time: 26.8279094696, propagate_backward_time: 38.1236953735, weight_update_time: 0.1415610611, other_time: 2.5347900391
epoch time: 5.8824524879s, input_fired_time: 0.0761309564, output_fired_time: 0.0000000000, propagate_forward_time: 5.3479046822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584169388
validation[          , genome  4414] predictions:    9580/  10000 (95.80%), best:    9612/10000 (96.12%), error:      1409.31262, best error:      1362.09338 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 66.4547348022s, input_fired_time: 0.6025412083, output_fired_time: 0.6011428237, propagate_forward_time: 25.7723197937, propagate_backward_time: 36.9052658081, weight_update_time: 0.1386973858, other_time: 2.5734672546
epoch time: 5.5071339607s, input_fired_time: 0.0732061267, output_fired_time: 0.0000000000, propagate_forward_time: 5.0015206337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324073792
validation[          , genome  4414] predictions:    9601/  10000 (96.01%), best:    9612/10000 (96.12%), error:      1368.19617, best error:      1362.09338 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.0240783691s, input_fired_time: 0.6042600274, output_fired_time: 0.6075834632, propagate_forward_time: 26.4560470581, propagate_backward_time: 37.7840805054, weight_update_time: 0.1402105689, other_time: 2.5721054077
epoch time: 5.9802165031s, input_fired_time: 0.0795387104, output_fired_time: 0.0000000000, propagate_forward_time: 5.4304313660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702463150
validation[          , genome  4414] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1352.65601, best error:      1352.65601 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.3806076050s, input_fired_time: 0.5870465636, output_fired_time: 0.5860984921, propagate_forward_time: 25.2827949524, propagate_backward_time: 36.4024887085, weight_update_time: 0.1375682056, other_time: 2.5221824646
epoch time: 5.8810801506s, input_fired_time: 0.0750195533, output_fired_time: 0.0000000000, propagate_forward_time: 5.3635993004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424614906
validation[          , genome  4414] predictions:    9594/  10000 (95.94%), best:    9604/10000 (96.04%), error:      1389.99500, best error:      1352.65601 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.2329940796s, input_fired_time: 0.6062990427, output_fired_time: 0.6004054546, propagate_forward_time: 26.1006507874, propagate_backward_time: 37.3280220032, weight_update_time: 0.1393429041, other_time: 2.5976181030
epoch time: 5.7596549988s, input_fired_time: 0.0751619935, output_fired_time: 0.0000000000, propagate_forward_time: 5.2294230461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550700188
validation[          , genome  4414] predictions:    9602/  10000 (96.02%), best:    9604/10000 (96.04%), error:      1375.44775, best error:      1352.65601 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.5920562744s, input_fired_time: 0.5947394967, output_fired_time: 0.6024560928, propagate_forward_time: 25.8515758514, propagate_backward_time: 37.0131225586, weight_update_time: 0.1372182816, other_time: 2.5301589966
epoch time: 5.7757997513s, input_fired_time: 0.0746674091, output_fired_time: 0.0000000000, propagate_forward_time: 5.2605443001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405879974
validation[          , genome  4414] predictions:    9575/  10000 (95.75%), best:    9604/10000 (96.04%), error:      1439.75598, best error:      1352.65601 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.6908264160s, input_fired_time: 0.5852447152, output_fired_time: 0.5963975191, propagate_forward_time: 25.2906017303, propagate_backward_time: 36.6888084412, weight_update_time: 0.1363111585, other_time: 2.5297737122
epoch time: 5.6277155876s, input_fired_time: 0.0745370984, output_fired_time: 0.0000000000, propagate_forward_time: 5.1070537567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461245537
validation[          , genome  4414] predictions:    9586/  10000 (95.86%), best:    9604/10000 (96.04%), error:      1402.63208, best error:      1352.65601 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 66.0074005127s, input_fired_time: 0.5958190560, output_fired_time: 0.5965507030, propagate_forward_time: 25.4377174377, propagate_backward_time: 36.7754249573, weight_update_time: 0.1395132244, other_time: 2.6018905640
epoch time: 6.3406195641s, input_fired_time: 0.0856115147, output_fired_time: 0.0000000000, propagate_forward_time: 5.7517142296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032939911
validation[          , genome  4414] predictions:    9592/  10000 (95.92%), best:    9604/10000 (96.04%), error:      1407.92737, best error:      1352.65601 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.3325653076s, input_fired_time: 0.5914347768, output_fired_time: 0.6039926410, propagate_forward_time: 26.2355709076, propagate_backward_time: 37.3802680969, weight_update_time: 0.1400185078, other_time: 2.5212898254
epoch time: 5.1550478935s, input_fired_time: 0.0739010349, output_fired_time: 0.0000000000, propagate_forward_time: 4.5908346176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903120995
validation[          , genome  4414] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1352.11328, best error:      1352.11328 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.4520034790s, input_fired_time: 0.6044762731, output_fired_time: 0.6046589613, propagate_forward_time: 26.2146301270, propagate_backward_time: 37.5031814575, weight_update_time: 0.1390780061, other_time: 2.5250549316
epoch time: 5.8920803070s, input_fired_time: 0.0796025097, output_fired_time: 0.0000000000, propagate_forward_time: 5.3551020622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573755264
validation[          , genome  4414] predictions:    9598/  10000 (95.98%), best:    9603/10000 (96.03%), error:      1358.89624, best error:      1352.11328 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.2991256714s, input_fired_time: 0.5986289382, output_fired_time: 0.6034329534, propagate_forward_time: 26.1935539246, propagate_backward_time: 37.3667831421, weight_update_time: 0.1404863596, other_time: 2.5367317200
epoch time: 6.1886763573s, input_fired_time: 0.0826696828, output_fired_time: 0.0000000000, propagate_forward_time: 5.6205806732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854259491
validation[          , genome  4414] predictions:    9466/  10000 (94.66%), best:    9603/10000 (96.03%), error:      1738.99365, best error:      1352.11328 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.5443725586s, input_fired_time: 0.6052572131, output_fired_time: 0.6083793044, propagate_forward_time: 26.1334972382, propagate_backward_time: 37.6192207336, weight_update_time: 0.1415498108, other_time: 2.5780220032
epoch time: 5.7394490242s, input_fired_time: 0.0758537501, output_fired_time: 0.0000000000, propagate_forward_time: 5.2071790695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564161301
validation[          , genome  4414] predictions:    9565/  10000 (95.65%), best:    9603/10000 (96.03%), error:      1470.72449, best error:      1352.11328 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.6576766968s, input_fired_time: 0.6116250753, output_fired_time: 0.6084426045, propagate_forward_time: 26.7112960815, propagate_backward_time: 38.1896286011, weight_update_time: 0.1419190168, other_time: 2.5366821289
epoch time: 6.0580058098s, input_fired_time: 0.0806772932, output_fired_time: 0.0000000000, propagate_forward_time: 5.4945573807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827709198
validation[          , genome  4414] predictions:    9599/  10000 (95.99%), best:    9603/10000 (96.03%), error:      1364.94165, best error:      1352.11328 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.3248748779s, input_fired_time: 0.6035499573, output_fired_time: 0.6144781709, propagate_forward_time: 26.5394744873, propagate_backward_time: 37.9930000305, weight_update_time: 0.1414406598, other_time: 2.5743751526
epoch time: 5.8995232582s, input_fired_time: 0.0766102895, output_fired_time: 0.0000000000, propagate_forward_time: 5.3653178215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575953484
validation[          , genome  4414] predictions:    9549/  10000 (95.49%), best:    9603/10000 (96.03%), error:      1548.96619, best error:      1352.11328 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.6623687744s, input_fired_time: 0.6019346714, output_fired_time: 0.6024479866, propagate_forward_time: 26.4005832672, propagate_backward_time: 37.5023765564, weight_update_time: 0.1390152872, other_time: 2.5550270081
epoch time: 5.5816903114s, input_fired_time: 0.0733686015, output_fired_time: 0.0000000000, propagate_forward_time: 5.0670533180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412684441
validation[          , genome  4414] predictions:    9601/  10000 (96.01%), best:    9603/10000 (96.03%), error:      1357.79968, best error:      1352.11328 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.1988525391s, input_fired_time: 0.6038272381, output_fired_time: 0.6080886126, propagate_forward_time: 26.5388908386, propagate_backward_time: 37.8955345154, weight_update_time: 0.1403810233, other_time: 2.5525131226
epoch time: 5.6666641235s, input_fired_time: 0.0765634179, output_fired_time: 0.0000000000, propagate_forward_time: 5.1271324158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629683495
validation[          , genome  4414] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1345.94263, best error:      1345.94263 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 66.2722396851s, input_fired_time: 0.5972727537, output_fired_time: 0.5966933966, propagate_forward_time: 25.5799312592, propagate_backward_time: 36.8933715820, weight_update_time: 0.1401002556, other_time: 2.6049652100
epoch time: 6.0831923485s, input_fired_time: 0.0825179666, output_fired_time: 0.0000000000, propagate_forward_time: 5.5179433823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827308655
validation[          , genome  4414] predictions:    9593/  10000 (95.93%), best:    9609/10000 (96.09%), error:      1384.15588, best error:      1345.94263 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.3907318115s, input_fired_time: 0.5950022340, output_fired_time: 0.6029542685, propagate_forward_time: 25.5897693634, propagate_backward_time: 37.0415916443, weight_update_time: 0.1389517188, other_time: 2.5614204407
epoch time: 6.1604294777s, input_fired_time: 0.0822229460, output_fired_time: 0.0000000000, propagate_forward_time: 5.5952348709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829716682
validation[          , genome  4414] predictions:    9605/  10000 (96.05%), best:    9609/10000 (96.09%), error:      1358.04468, best error:      1345.94263 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.5343246460s, input_fired_time: 0.6317314506, output_fired_time: 0.6277661920, propagate_forward_time: 27.4157752991, propagate_backward_time: 39.1909980774, weight_update_time: 0.1467274427, other_time: 2.6680526733
epoch time: 5.9568452835s, input_fired_time: 0.0803590864, output_fired_time: 0.0000000000, propagate_forward_time: 5.4059791565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705071449
validation[          , genome  4414] predictions:    9585/  10000 (95.85%), best:    9609/10000 (96.09%), error:      1393.61865, best error:      1345.94263 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.9825592041s, input_fired_time: 0.6031937003, output_fired_time: 0.6054938436, propagate_forward_time: 26.4986190796, propagate_backward_time: 37.7712593079, weight_update_time: 0.1382532567, other_time: 2.5039939880
epoch time: 5.8479962349s, input_fired_time: 0.0790696144, output_fired_time: 0.0000000000, propagate_forward_time: 5.3132338524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556927681
validation[          , genome  4414] predictions:    9518/  10000 (95.18%), best:    9609/10000 (96.09%), error:      1663.45349, best error:      1345.94263 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.2864074707s, input_fired_time: 0.5995059013, output_fired_time: 0.6032869816, propagate_forward_time: 26.1869029999, propagate_backward_time: 37.3762207031, weight_update_time: 0.1385679692, other_time: 2.5204925537
epoch time: 5.8626432419s, input_fired_time: 0.0785527527, output_fired_time: 0.0000000000, propagate_forward_time: 5.3222227097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618678093
validation[          , genome  4414] predictions:    9583/  10000 (95.83%), best:    9609/10000 (96.09%), error:      1409.94751, best error:      1345.94263 on epoch:    95, 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: 29.1949443817s, input_fired_time: 0.3839712143, output_fired_time: 0.0000000000, propagate_forward_time: 26.4544487000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3565254211
best training[          , genome  4414] predictions:   48721/  50000 (97.44%), best:    9609/10000 (96.09%), error:      4763.08350, best error:      1345.94263 on epoch:    95, 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: 5.9902577400s, input_fired_time: 0.0775802210, output_fired_time: 0.0000000000, propagate_forward_time: 5.4444994926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681777954
   testing[          , genome  4414] predictions:    9625/  10000 (96.25%), best:    9609/10000 (96.09%), error:      1244.71448, best error:      1345.94263 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:22:45 (3408): called boinc_finish(0)

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