Nameexact_genome_1512568488_45_6970_0
Workunit2606097
Created7 Dec 2017, 23:01:22 UTC
Sent7 Dec 2017, 23:03:12 UTC
Report deadline18 Dec 2017, 13:54:19 UTC
Received8 Dec 2017, 15:54:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID59272
Run time4 hours 14 min 4 sec
CPU time4 hours 8 min 20 sec
Validate stateValid
Credit2,654.71
Device peak FLOPS2.46 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
ght_decay: 0.0002438374

epoch time: 344.6092529297s, input_fired_time: 5.7843270302, output_fired_time: 5.6488552094, propagate_forward_time: 123.4007720947, propagate_backward_time: 202.5226745605, weight_update_time: 0.1946537495, other_time: 7.2526092529
epoch time: 25.2070693970s, input_fired_time: 0.2140282243, output_fired_time: 0.0000000000, propagate_forward_time: 23.5191440582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4738979340
validation[          , genome  6970] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       879.19952, best error:       879.19952 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 357.4354858398s, input_fired_time: 2.8330001831, output_fired_time: 1.6231988668, propagate_forward_time: 111.8264083862, propagate_backward_time: 231.8573913574, weight_update_time: 0.2089497298, other_time: 9.2954711914
epoch time: 24.8041839600s, input_fired_time: 0.2083658874, output_fired_time: 0.0000000000, propagate_forward_time: 23.1159381866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4798793793
validation[          , genome  6970] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       867.53461, best error:       867.53461 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 347.4095764160s, input_fired_time: 4.7557644844, output_fired_time: 5.4682531357, propagate_forward_time: 108.2524566650, propagate_backward_time: 218.7949523926, weight_update_time: 0.2029224485, other_time: 10.1381378174
epoch time: 24.9213714600s, input_fired_time: 0.2129782140, output_fired_time: 0.0000000000, propagate_forward_time: 24.2057151794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026779175
validation[          , genome  6970] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       897.20477, best error:       867.53461 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 349.6274108887s, input_fired_time: 1.7961466312, output_fired_time: 2.5444836617, propagate_forward_time: 91.1959533691, propagate_backward_time: 247.9642028809, weight_update_time: 0.1967378706, other_time: 6.1266174316
epoch time: 25.2451515198s, input_fired_time: 0.2139680833, output_fired_time: 0.0000000000, propagate_forward_time: 24.5045490265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266342163
validation[          , genome  6970] predictions:    9711/  10000 (97.11%), best:    9760/10000 (97.60%), error:       969.31964, best error:       867.53461 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 346.1119079590s, input_fired_time: 5.9278278351, output_fired_time: 3.5400068760, propagate_forward_time: 116.9472274780, propagate_backward_time: 215.5370025635, weight_update_time: 0.1982329190, other_time: 4.1598358154
epoch time: 23.7111244202s, input_fired_time: 0.2149685323, output_fired_time: 0.0000000000, propagate_forward_time: 22.9813671112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147895813
validation[          , genome  6970] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       965.43646, best error:       867.53461 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 349.7916259766s, input_fired_time: 7.6418814659, output_fired_time: 2.5861296654, propagate_forward_time: 105.7084579468, propagate_backward_time: 224.6261291504, weight_update_time: 2.2883090973, other_time: 9.2290344238
epoch time: 25.2037868500s, input_fired_time: 0.2173139900, output_fired_time: 0.0000000000, propagate_forward_time: 24.4614200592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250530243
validation[          , genome  6970] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       871.54724, best error:       867.53461 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 350.2095336914s, input_fired_time: 3.8464343548, output_fired_time: 3.5374100208, propagate_forward_time: 114.5816955566, propagate_backward_time: 220.9898223877, weight_update_time: 0.1991892308, other_time: 7.2541656494
epoch time: 25.2913227081s, input_fired_time: 0.2185415328, output_fired_time: 0.0000000000, propagate_forward_time: 24.5230216980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497589111
validation[          , genome  6970] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       909.79163, best error:       867.53461 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 352.5026550293s, input_fired_time: 4.8702688217, output_fired_time: 4.5460948944, propagate_forward_time: 106.8917388916, propagate_backward_time: 226.9789733887, weight_update_time: 1.2271578312, other_time: 9.2155914307
epoch time: 25.3656425476s, input_fired_time: 0.2179299891, output_fired_time: 0.0000000000, propagate_forward_time: 24.6111812592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365314484
validation[          , genome  6970] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       923.30035, best error:       867.53461 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 350.4815979004s, input_fired_time: 2.8583152294, output_fired_time: 5.7081866264, propagate_forward_time: 122.1830520630, propagate_backward_time: 211.4464416504, weight_update_time: 0.1973942369, other_time: 8.2856140137
epoch time: 25.2322387695s, input_fired_time: 0.2179684788, output_fired_time: 0.0000000000, propagate_forward_time: 24.4640941620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501766205
validation[          , genome  6970] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       928.84888, best error:       867.53461 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 344.4006652832s, input_fired_time: 1.7945538759, output_fired_time: 3.6170411110, propagate_forward_time: 105.2630004883, propagate_backward_time: 225.6356353760, weight_update_time: 0.1988047212, other_time: 8.0904388428
epoch time: 25.1943550110s, input_fired_time: 0.2148013115, output_fired_time: 0.0000000000, propagate_forward_time: 24.4551181793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244350433
validation[          , genome  6970] predictions:    9723/  10000 (97.23%), best:    9760/10000 (97.60%), error:       967.08447, best error:       867.53461 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 342.9093933105s, input_fired_time: 2.7649850845, output_fired_time: 1.5247414112, propagate_forward_time: 118.2182769775, propagate_backward_time: 214.2177124023, weight_update_time: 0.1998692453, other_time: 6.1836700439
epoch time: 24.8605251312s, input_fired_time: 0.2115104198, output_fired_time: 0.0000000000, propagate_forward_time: 24.1288681030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201473236
validation[          , genome  6970] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       887.83899, best error:       867.53461 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 350.7483520508s, input_fired_time: 5.7596020699, output_fired_time: 4.5732355118, propagate_forward_time: 115.8036956787, propagate_backward_time: 218.4677124023, weight_update_time: 0.1964943260, other_time: 6.1440887451
epoch time: 22.8274497986s, input_fired_time: 0.2158542573, output_fired_time: 0.0000000000, propagate_forward_time: 20.0561008453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5554943085
validation[          , genome  6970] predictions:    9705/  10000 (97.05%), best:    9760/10000 (97.60%), error:       976.81030, best error:       867.53461 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 346.1384582520s, input_fired_time: 8.8938913345, output_fired_time: 5.7073764801, propagate_forward_time: 121.6521987915, propagate_backward_time: 205.7123870850, weight_update_time: 0.2007813752, other_time: 4.1726226807
epoch time: 25.2505798340s, input_fired_time: 0.2172162384, output_fired_time: 0.0000000000, propagate_forward_time: 22.4530982971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5802650452
validation[          , genome  6970] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       921.82068, best error:       867.53461 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 345.2445373535s, input_fired_time: 4.8666534424, output_fired_time: 7.5893840790, propagate_forward_time: 104.8582000732, propagate_backward_time: 222.7704925537, weight_update_time: 0.1976864040, other_time: 5.1597900391
epoch time: 22.6539039612s, input_fired_time: 0.2147846669, output_fired_time: 0.0000000000, propagate_forward_time: 19.8873329163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5517864227
validation[          , genome  6970] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       812.59930, best error:       812.59930 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 345.5985107422s, input_fired_time: 5.8421983719, output_fired_time: 4.6048669815, propagate_forward_time: 109.1701583862, propagate_backward_time: 221.8092498779, weight_update_time: 0.1987649351, other_time: 4.1720428467
epoch time: 24.9153442383s, input_fired_time: 1.2920315266, output_fired_time: 0.0000000000, propagate_forward_time: 22.0094985962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6138134003
validation[          , genome  6970] predictions:    9718/  10000 (97.18%), best:    9763/10000 (97.63%), error:       907.33447, best error:       812.59930 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 347.8402099609s, input_fired_time: 3.7362234592, output_fired_time: 4.5873990059, propagate_forward_time: 103.6208572388, propagate_backward_time: 229.6453094482, weight_update_time: 0.1968603283, other_time: 6.2504119873
epoch time: 26.2165546417s, input_fired_time: 0.2194519639, output_fired_time: 0.0000000000, propagate_forward_time: 23.4540042877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5430984497
validation[          , genome  6970] predictions:    9637/  10000 (96.37%), best:    9763/10000 (97.63%), error:      1191.77942, best error:       812.59930 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 345.7329101563s, input_fired_time: 3.8288559914, output_fired_time: 2.5390892029, propagate_forward_time: 134.0095367432, propagate_backward_time: 199.1037750244, weight_update_time: 0.2029068470, other_time: 6.2516479492
epoch time: 25.0266132355s, input_fired_time: 2.1535651684, output_fired_time: 0.0000000000, propagate_forward_time: 21.3337917328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5392570496
validation[          , genome  6970] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       836.08533, best error:       812.59930 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 345.5387878418s, input_fired_time: 1.8219637871, output_fired_time: 2.6247854233, propagate_forward_time: 135.1263580322, propagate_backward_time: 201.7633972168, weight_update_time: 0.2035325170, other_time: 4.2022857666
epoch time: 22.5535621643s, input_fired_time: 0.2129658014, output_fired_time: 0.0000000000, propagate_forward_time: 21.8215923309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190048218
validation[          , genome  6970] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       915.59491, best error:       812.59930 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 347.8337097168s, input_fired_time: 5.8836355209, output_fired_time: 4.5777902603, propagate_forward_time: 111.1541519165, propagate_backward_time: 215.8934326172, weight_update_time: 0.2017632574, other_time: 10.3247070313
epoch time: 25.1978836060s, input_fired_time: 0.2166829109, output_fired_time: 0.0000000000, propagate_forward_time: 24.4401760101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410251617
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9763/10000 (97.63%), error:       859.24237, best error:       812.59930 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 347.5324096680s, input_fired_time: 5.8038668633, output_fired_time: 2.5553367138, propagate_forward_time: 107.8691482544, propagate_backward_time: 223.9910430908, weight_update_time: 0.2009751499, other_time: 7.3130340576
epoch time: 22.8516883850s, input_fired_time: 0.2162481397, output_fired_time: 0.0000000000, propagate_forward_time: 21.1037578583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5316829681
validation[          , genome  6970] predictions:    9679/  10000 (96.79%), best:    9763/10000 (97.63%), error:      1052.68201, best error:       812.59930 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 345.2929992676s, input_fired_time: 3.7544684410, output_fired_time: 3.5564532280, propagate_forward_time: 106.3176803589, propagate_backward_time: 223.3868713379, weight_update_time: 0.1995465904, other_time: 8.2775268555
epoch time: 24.8223533630s, input_fired_time: 0.2236119807, output_fired_time: 0.0000000000, propagate_forward_time: 22.0701828003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5285587311
validation[          , genome  6970] predictions:    9768/  10000 (97.68%), best:    9763/10000 (97.63%), error:       824.23590, best error:       812.59930 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 359.4882812500s, input_fired_time: 4.8921942711, output_fired_time: 1.6284217834, propagate_forward_time: 110.9411163330, propagate_backward_time: 235.6468353271, weight_update_time: 0.2083365172, other_time: 6.3797302246
epoch time: 25.6236228943s, input_fired_time: 0.2204401642, output_fired_time: 0.0000000000, propagate_forward_time: 24.8409214020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622615814
validation[          , genome  6970] predictions:    9741/  10000 (97.41%), best:    9763/10000 (97.63%), error:       848.66260, best error:       812.59930 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 348.1860351563s, input_fired_time: 2.8238205910, output_fired_time: 4.6337771416, propagate_forward_time: 101.0525741577, propagate_backward_time: 234.5243682861, weight_update_time: 0.1937703788, other_time: 5.1514739990
epoch time: 22.7132968903s, input_fired_time: 0.2128877938, output_fired_time: 0.0000000000, propagate_forward_time: 20.0114746094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4889335632
validation[          , genome  6970] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       901.81500, best error:       812.59930 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 350.2778930664s, input_fired_time: 3.8287405968, output_fired_time: 3.6062502861, propagate_forward_time: 121.5939712524, propagate_backward_time: 214.9254913330, weight_update_time: 0.2007148266, other_time: 6.3234405518
epoch time: 24.7382602692s, input_fired_time: 0.2181343734, output_fired_time: 0.0000000000, propagate_forward_time: 21.9689311981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5511951447
validation[          , genome  6970] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       768.56824, best error:       768.56824 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 349.5806884766s, input_fired_time: 2.8470695019, output_fired_time: 5.6301383972, propagate_forward_time: 122.4967422485, propagate_backward_time: 212.4525146484, weight_update_time: 1.2159533501, other_time: 6.1542358398
epoch time: 24.9493198395s, input_fired_time: 0.2174649835, output_fired_time: 0.0000000000, propagate_forward_time: 24.1868019104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450534821
validation[          , genome  6970] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       777.67847, best error:       768.56824 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 347.7095031738s, input_fired_time: 4.9708900452, output_fired_time: 1.5446326733, propagate_forward_time: 117.2928695679, propagate_backward_time: 218.6290435791, weight_update_time: 0.1990581155, other_time: 5.2720489502
epoch time: 25.3435287476s, input_fired_time: 0.2217205316, output_fired_time: 0.0000000000, propagate_forward_time: 24.5755577087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462512970
validation[          , genome  6970] predictions:    9751/  10000 (97.51%), best:    9802/10000 (98.02%), error:       837.29114, best error:       768.56824 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 346.6394348145s, input_fired_time: 1.8173791170, output_fired_time: 4.6977343559, propagate_forward_time: 134.8547668457, propagate_backward_time: 199.1284027100, weight_update_time: 0.1945853829, other_time: 6.1411590576
epoch time: 25.3650875092s, input_fired_time: 0.2202600241, output_fired_time: 0.0000000000, propagate_forward_time: 24.6092281342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355987549
validation[          , genome  6970] predictions:    9750/  10000 (97.50%), best:    9802/10000 (98.02%), error:       863.30670, best error:       768.56824 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 344.2679138184s, input_fired_time: 5.8803009987, output_fired_time: 6.5395789146, propagate_forward_time: 102.6310653687, propagate_backward_time: 221.0341339111, weight_update_time: 1.1992603540, other_time: 8.1828155518
epoch time: 25.2391166687s, input_fired_time: 0.2207865715, output_fired_time: 0.0000000000, propagate_forward_time: 22.4637451172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5545845032
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       770.76404, best error:       768.56824 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 348.9188232422s, input_fired_time: 5.8401360512, output_fired_time: 2.5395863056, propagate_forward_time: 120.8460845947, propagate_backward_time: 215.5715179443, weight_update_time: 0.2001816183, other_time: 4.1214904785
epoch time: 25.4442386627s, input_fired_time: 0.2202211916, output_fired_time: 0.0000000000, propagate_forward_time: 23.6723098755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5517082214
validation[          , genome  6970] predictions:    9720/  10000 (97.20%), best:    9802/10000 (98.02%), error:       991.17163, best error:       768.56824 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 335.7708435059s, input_fired_time: 5.7812347412, output_fired_time: 3.5237488747, propagate_forward_time: 101.2235641479, propagate_backward_time: 220.0772094727, weight_update_time: 1.1340445280, other_time: 5.1651000977
epoch time: 25.3665962219s, input_fired_time: 0.2237651646, output_fired_time: 0.0000000000, propagate_forward_time: 24.5972557068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455760956
validation[          , genome  6970] predictions:    9707/  10000 (97.07%), best:    9802/10000 (98.02%), error:      1019.03876, best error:       768.56824 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 350.6120605469s, input_fired_time: 2.8281044960, output_fired_time: 2.5621454716, propagate_forward_time: 105.1518936157, propagate_backward_time: 234.8381195068, weight_update_time: 0.2025367618, other_time: 5.2318267822
epoch time: 25.1740741730s, input_fired_time: 0.2156964839, output_fired_time: 0.0000000000, propagate_forward_time: 23.4120635986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463142395
validation[          , genome  6970] predictions:    9778/  10000 (97.78%), best:    9802/10000 (98.02%), error:       817.49133, best error:       768.56824 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 349.3382568359s, input_fired_time: 3.9079072475, output_fired_time: 5.6358017921, propagate_forward_time: 123.4425125122, propagate_backward_time: 212.0771789551, weight_update_time: 0.2145463228, other_time: 4.2748718262
epoch time: 23.6383953094s, input_fired_time: 0.2150219083, output_fired_time: 0.0000000000, propagate_forward_time: 22.9296054840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937686920
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       781.85675, best error:       768.56824 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 346.6981811523s, input_fired_time: 1.8164703846, output_fired_time: 3.5694484711, propagate_forward_time: 110.6860504150, propagate_backward_time: 223.4912109375, weight_update_time: 0.1965518743, other_time: 7.1349945068
epoch time: 25.2794895172s, input_fired_time: 0.2140986025, output_fired_time: 0.0000000000, propagate_forward_time: 24.5367870331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286045074
validation[          , genome  6970] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       750.06158, best error:       750.06158 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 347.3955993652s, input_fired_time: 5.7247409821, output_fired_time: 4.6624655724, propagate_forward_time: 114.6230468750, propagate_backward_time: 217.0698547363, weight_update_time: 1.2956355810, other_time: 5.3154907227
epoch time: 24.9523582458s, input_fired_time: 1.2174235582, output_fired_time: 0.0000000000, propagate_forward_time: 23.1999092102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350246429
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9776/10000 (97.76%), error:       772.42316, best error:       750.06158 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 345.6853637695s, input_fired_time: 2.7928752899, output_fired_time: 7.6228013039, propagate_forward_time: 116.0202484131, propagate_backward_time: 215.0807342529, weight_update_time: 0.1989386827, other_time: 4.1687011719
epoch time: 24.9332561493s, input_fired_time: 0.2167725116, output_fired_time: 0.0000000000, propagate_forward_time: 24.1969184875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195655823
validation[          , genome  6970] predictions:    9698/  10000 (96.98%), best:    9776/10000 (97.76%), error:      1017.30157, best error:       750.06158 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 345.3518981934s, input_fired_time: 4.9026823044, output_fired_time: 1.5280032158, propagate_forward_time: 98.6907882690, propagate_backward_time: 237.0866699219, weight_update_time: 0.1994689405, other_time: 3.1437377930
epoch time: 24.9128246307s, input_fired_time: 0.2154489905, output_fired_time: 0.0000000000, propagate_forward_time: 23.1746616364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5227146149
validation[          , genome  6970] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       809.43311, best error:       750.06158 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 345.3622436523s, input_fired_time: 1.8197019100, output_fired_time: 6.6102218628, propagate_forward_time: 138.9235229492, propagate_backward_time: 192.8492431641, weight_update_time: 0.1963884234, other_time: 5.1595458984
epoch time: 26.4506835938s, input_fired_time: 1.2228258848, output_fired_time: 0.0000000000, propagate_forward_time: 23.6491680145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5786895752
validation[          , genome  6970] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       868.89465, best error:       750.06158 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 347.3338623047s, input_fired_time: 1.8163839579, output_fired_time: 5.5785918236, propagate_forward_time: 114.1523895264, propagate_backward_time: 216.6638336182, weight_update_time: 2.1030068398, other_time: 9.1226806641
epoch time: 24.3297576904s, input_fired_time: 1.2305371761, output_fired_time: 0.0000000000, propagate_forward_time: 22.5485973358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506229401
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       848.28607, best error:       750.06158 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 346.6726989746s, input_fired_time: 5.8183097839, output_fired_time: 4.5851039886, propagate_forward_time: 125.0484619141, propagate_backward_time: 203.0998077393, weight_update_time: 0.1992244422, other_time: 8.1210174561
epoch time: 24.9921836853s, input_fired_time: 0.2164529115, output_fired_time: 0.0000000000, propagate_forward_time: 24.2348442078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408859253
validation[          , genome  6970] predictions:    9724/  10000 (97.24%), best:    9776/10000 (97.76%), error:       923.62097, best error:       750.06158 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 344.8039855957s, input_fired_time: 4.8698287010, output_fired_time: 1.5243506432, propagate_forward_time: 121.0504531860, propagate_backward_time: 214.2159423828, weight_update_time: 0.1953222007, other_time: 3.1434020996
epoch time: 25.0374851227s, input_fired_time: 0.2160455585, output_fired_time: 0.0000000000, propagate_forward_time: 24.3156223297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058174133
validation[          , genome  6970] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       749.14081, best error:       749.14081 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 347.8994750977s, input_fired_time: 1.8335919380, output_fired_time: 5.6161851883, propagate_forward_time: 106.3393630981, propagate_backward_time: 227.9017028809, weight_update_time: 0.1973667741, other_time: 6.2086486816
epoch time: 26.8078670502s, input_fired_time: 0.2270343006, output_fired_time: 0.0000000000, propagate_forward_time: 26.0061473846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746860504
validation[          , genome  6970] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       770.71692, best error:       749.14081 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 348.5366516113s, input_fired_time: 4.7452721596, output_fired_time: 1.5593943596, propagate_forward_time: 105.0369415283, propagate_backward_time: 230.0143432617, weight_update_time: 0.2044955939, other_time: 7.1807098389
epoch time: 24.1709804535s, input_fired_time: 0.2183311880, output_fired_time: 0.0000000000, propagate_forward_time: 22.3461170197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6065330505
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       894.80865, best error:       749.14081 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 350.4456481934s, input_fired_time: 5.8310160637, output_fired_time: 8.5878858566, propagate_forward_time: 114.2504119873, propagate_backward_time: 216.6109771729, weight_update_time: 0.2029745579, other_time: 5.1653442383
epoch time: 25.1484928131s, input_fired_time: 2.2558128834, output_fired_time: 0.0000000000, propagate_forward_time: 22.3628101349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298690796
validation[          , genome  6970] predictions:    9777/  10000 (97.77%), best:    9786/10000 (97.86%), error:       804.08142, best error:       749.14081 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 347.7791137695s, input_fired_time: 7.8322081566, output_fired_time: 2.5783379078, propagate_forward_time: 121.1179809570, propagate_backward_time: 209.1207733154, weight_update_time: 0.1920597851, other_time: 7.1298065186
epoch time: 24.4032135010s, input_fired_time: 0.2209473848, output_fired_time: 0.0000000000, propagate_forward_time: 23.6614398956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208263397
validation[          , genome  6970] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       863.14581, best error:       749.14081 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 347.3015747070s, input_fired_time: 3.8555059433, output_fired_time: 4.5674881935, propagate_forward_time: 127.2359924316, propagate_backward_time: 203.4880218506, weight_update_time: 0.1954968274, other_time: 8.1545867920
epoch time: 25.3479766846s, input_fired_time: 0.2243843079, output_fired_time: 0.0000000000, propagate_forward_time: 22.5843334198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5392589569
validation[          , genome  6970] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       737.11285, best error:       737.11285 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 345.7475280762s, input_fired_time: 2.8235442638, output_fired_time: 1.5406811237, propagate_forward_time: 93.8144683838, propagate_backward_time: 242.4685974121, weight_update_time: 0.1929520816, other_time: 5.1002349854
epoch time: 25.2251567841s, input_fired_time: 0.2209926993, output_fired_time: 0.0000000000, propagate_forward_time: 24.4711608887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330028534
validation[          , genome  6970] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       859.75903, best error:       737.11285 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 349.1851501465s, input_fired_time: 4.9172339439, output_fired_time: 2.5823554993, propagate_forward_time: 125.4448928833, propagate_backward_time: 208.0979766846, weight_update_time: 0.1919647306, other_time: 8.1426849365
epoch time: 23.5776844025s, input_fired_time: 0.2159507871, output_fired_time: 0.0000000000, propagate_forward_time: 21.8613739014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5003604889
validation[          , genome  6970] predictions:    9757/  10000 (97.57%), best:    9791/10000 (97.91%), error:       861.81384, best error:       737.11285 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 347.2742919922s, input_fired_time: 5.9451432228, output_fired_time: 3.5528240204, propagate_forward_time: 127.8062286377, propagate_backward_time: 200.8050231934, weight_update_time: 0.1995871812, other_time: 9.1650848389
epoch time: 25.3626003265s, input_fired_time: 2.2597868443, output_fired_time: 0.0000000000, propagate_forward_time: 20.5332050323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5696086884
validation[          , genome  6970] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       874.65173, best error:       737.11285 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 346.0603027344s, input_fired_time: 1.8120633364, output_fired_time: 5.6580295563, propagate_forward_time: 112.5582275391, propagate_backward_time: 219.8597717285, weight_update_time: 0.1958081573, other_time: 6.1722106934
epoch time: 25.1630287170s, input_fired_time: 1.2413046360, output_fired_time: 0.0000000000, propagate_forward_time: 23.3871765137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345478058
validation[          , genome  6970] predictions:    9726/  10000 (97.26%), best:    9791/10000 (97.91%), error:       976.06219, best error:       737.11285 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 347.6484985352s, input_fired_time: 3.8005080223, output_fired_time: 5.5242795944, propagate_forward_time: 109.9188919067, propagate_backward_time: 218.0853881836, weight_update_time: 4.3248443604, other_time: 10.3194274902
epoch time: 25.0383415222s, input_fired_time: 0.2171347737, output_fired_time: 0.0000000000, propagate_forward_time: 24.3171787262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040283203
validation[          , genome  6970] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       863.14612, best error:       737.11285 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 347.1133422852s, input_fired_time: 5.9503927231, output_fired_time: 5.7122378349, propagate_forward_time: 111.0431594849, propagate_backward_time: 220.2236480713, weight_update_time: 0.1949702650, other_time: 4.1839141846
epoch time: 27.7824954987s, input_fired_time: 0.2317012101, output_fired_time: 0.0000000000, propagate_forward_time: 26.9822273254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5685672760
validation[          , genome  6970] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       823.18909, best error:       737.11285 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 352.2481079102s, input_fired_time: 4.8292179108, output_fired_time: 4.5722761154, propagate_forward_time: 101.5639724731, propagate_backward_time: 229.9380950928, weight_update_time: 0.1997509748, other_time: 11.3445587158
epoch time: 24.7945442200s, input_fired_time: 2.2020070553, output_fired_time: 0.0000000000, propagate_forward_time: 21.0461959839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463409424
validation[          , genome  6970] predictions:    9752/  10000 (97.52%), best:    9791/10000 (97.91%), error:       918.35822, best error:       737.11285 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 359.1424865723s, input_fired_time: 3.8619523048, output_fired_time: 4.7390794754, propagate_forward_time: 131.1578826904, propagate_backward_time: 208.0790100098, weight_update_time: 0.2013783306, other_time: 11.3045806885
epoch time: 27.8969364166s, input_fired_time: 0.2506685257, output_fired_time: 0.0000000000, propagate_forward_time: 27.0826263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636405945
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       832.38324, best error:       737.11285 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 342.6113891602s, input_fired_time: 2.8378949165, output_fired_time: 3.5588588715, propagate_forward_time: 104.5298843384, propagate_backward_time: 220.5160522461, weight_update_time: 2.1955308914, other_time: 11.1687011719
epoch time: 25.3218135834s, input_fired_time: 0.2259871960, output_fired_time: 0.0000000000, propagate_forward_time: 23.5845108032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5113162994
validation[          , genome  6970] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       861.10400, best error:       737.11285 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 347.5957946777s, input_fired_time: 5.8875865936, output_fired_time: 3.4948716164, propagate_forward_time: 120.4505386353, propagate_backward_time: 214.6143035889, weight_update_time: 0.1964985430, other_time: 3.1485137939
epoch time: 25.2797908783s, input_fired_time: 0.2193410546, output_fired_time: 0.0000000000, propagate_forward_time: 24.5440158844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164337158
validation[          , genome  6970] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       864.44550, best error:       737.11285 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 345.7606506348s, input_fired_time: 1.8112784624, output_fired_time: 7.6540188789, propagate_forward_time: 103.4297027588, propagate_backward_time: 227.7758331299, weight_update_time: 0.1965051144, other_time: 5.0898132324
epoch time: 25.1856498718s, input_fired_time: 0.2225013077, output_fired_time: 0.0000000000, propagate_forward_time: 22.4360084534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5271396637
validation[          , genome  6970] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       768.23395, best error:       737.11285 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 352.3193359375s, input_fired_time: 2.8640289307, output_fired_time: 3.6436009407, propagate_forward_time: 126.2265090942, propagate_backward_time: 211.2614746094, weight_update_time: 0.2041867226, other_time: 8.3237304688
epoch time: 24.7974910736s, input_fired_time: 1.2197245359, output_fired_time: 0.0000000000, propagate_forward_time: 23.0490016937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287647247
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       758.16614, best error:       737.11285 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 349.8621215820s, input_fired_time: 3.8174443245, output_fired_time: 4.6151852608, propagate_forward_time: 115.7177581787, propagate_backward_time: 219.5253295898, weight_update_time: 0.1960080564, other_time: 6.1864166260
epoch time: 26.2769317627s, input_fired_time: 0.2241124511, output_fired_time: 0.0000000000, propagate_forward_time: 25.5134716034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393486023
validation[          , genome  6970] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       922.53717, best error:       737.11285 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 345.9516906738s, input_fired_time: 2.8215105534, output_fired_time: 2.6180067062, propagate_forward_time: 122.9940795898, propagate_backward_time: 209.2994842529, weight_update_time: 0.2028166801, other_time: 8.2186126709
epoch time: 23.8535747528s, input_fired_time: 1.2268486023, output_fired_time: 0.0000000000, propagate_forward_time: 22.1002922058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264339447
validation[          , genome  6970] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       831.77893, best error:       737.11285 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 354.6037292480s, input_fired_time: 6.7909631729, output_fired_time: 3.6543195248, propagate_forward_time: 119.6919174194, propagate_backward_time: 220.2355651855, weight_update_time: 0.2060603648, other_time: 4.2309570313
epoch time: 24.9410457611s, input_fired_time: 0.2237046063, output_fired_time: 0.0000000000, propagate_forward_time: 24.1890430450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282974243
validation[          , genome  6970] predictions:    9802/  10000 (98.02%), best:    9791/10000 (97.91%), error:       738.29120, best error:       737.11285 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 353.9702453613s, input_fired_time: 1.8707979918, output_fired_time: 5.5938639641, propagate_forward_time: 112.2991104126, propagate_backward_time: 222.9582214355, weight_update_time: 0.2046201974, other_time: 11.2482604980
epoch time: 24.9885063171s, input_fired_time: 2.2586638927, output_fired_time: 0.0000000000, propagate_forward_time: 22.2252769470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045661926
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       800.82056, best error:       737.11285 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 350.0979003906s, input_fired_time: 6.8981590271, output_fired_time: 1.5746414661, propagate_forward_time: 111.3753509521, propagate_backward_time: 219.8830566406, weight_update_time: 0.2002621740, other_time: 10.3666839600
epoch time: 24.0926170349s, input_fired_time: 1.2334216833, output_fired_time: 0.0000000000, propagate_forward_time: 21.3266181946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5325775146
validation[          , genome  6970] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       812.12701, best error:       737.11285 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 347.7131347656s, input_fired_time: 2.8496963978, output_fired_time: 2.6866180897, propagate_forward_time: 109.2047882080, propagate_backward_time: 227.8795776367, weight_update_time: 0.2000416517, other_time: 5.0924530029
epoch time: 24.8177757263s, input_fired_time: 0.2199887186, output_fired_time: 0.0000000000, propagate_forward_time: 24.0910816193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067062378
validation[          , genome  6970] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       826.51135, best error:       737.11285 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 347.5827941895s, input_fired_time: 3.8836164474, output_fired_time: 2.5643324852, propagate_forward_time: 93.8550872803, propagate_backward_time: 239.1351623535, weight_update_time: 0.2002719492, other_time: 8.1446075439
epoch time: 24.7259311676s, input_fired_time: 0.2198828757, output_fired_time: 0.0000000000, propagate_forward_time: 21.9773979187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5286502838
validation[          , genome  6970] predictions:    9786/  10000 (97.86%), best:    9791/10000 (97.91%), error:       783.18829, best error:       737.11285 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 347.8416748047s, input_fired_time: 4.9210066795, output_fired_time: 3.5273587704, propagate_forward_time: 115.4563446045, propagate_backward_time: 213.7336730957, weight_update_time: 0.1987501532, other_time: 10.2032928467
epoch time: 23.6160125732s, input_fired_time: 2.2157745361, output_fired_time: 0.0000000000, propagate_forward_time: 19.9815139771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4187240601
validation[          , genome  6970] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       883.40686, best error:       737.11285 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 347.3387756348s, input_fired_time: 6.8455257416, output_fired_time: 3.5991938114, propagate_forward_time: 105.9074707031, propagate_backward_time: 219.7219238281, weight_update_time: 2.1775705814, other_time: 11.2646789551
epoch time: 24.6310844421s, input_fired_time: 0.2166688293, output_fired_time: 0.0000000000, propagate_forward_time: 22.9035949707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5108203888
validation[          , genome  6970] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       814.75385, best error:       737.11285 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 349.3993835449s, input_fired_time: 5.8965363503, output_fired_time: 7.6463360786, propagate_forward_time: 112.3532257080, propagate_backward_time: 220.3798065186, weight_update_time: 0.1975664943, other_time: 3.1234741211
epoch time: 23.5486564636s, input_fired_time: 0.2169441134, output_fired_time: 0.0000000000, propagate_forward_time: 20.8223648071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5093479156
validation[          , genome  6970] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       823.67059, best error:       737.11285 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 347.6729125977s, input_fired_time: 8.0097265244, output_fired_time: 4.6058206558, propagate_forward_time: 126.5443420410, propagate_backward_time: 200.3702239990, weight_update_time: 0.1965468228, other_time: 8.1427764893
epoch time: 23.9783821106s, input_fired_time: 1.2250677347, output_fired_time: 0.0000000000, propagate_forward_time: 22.1988525391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544624329
validation[          , genome  6970] predictions:    9708/  10000 (97.08%), best:    9791/10000 (97.91%), error:      1050.03796, best error:       737.11285 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 347.1769104004s, input_fired_time: 5.8809967041, output_fired_time: 3.5246148109, propagate_forward_time: 117.6392822266, propagate_backward_time: 216.0393676758, weight_update_time: 0.1958632022, other_time: 4.0926208496
epoch time: 24.9371223450s, input_fired_time: 0.2216535807, output_fired_time: 0.0000000000, propagate_forward_time: 24.1913776398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240917206
validation[          , genome  6970] predictions:    9787/  10000 (97.87%), best:    9791/10000 (97.91%), error:       777.30432, best error:       737.11285 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 346.7982177734s, input_fired_time: 2.8318276405, output_fired_time: 4.6557855606, propagate_forward_time: 137.4178009033, propagate_backward_time: 195.7489471436, weight_update_time: 0.1939547807, other_time: 6.1438598633
epoch time: 22.9492130280s, input_fired_time: 1.2327318192, output_fired_time: 0.0000000000, propagate_forward_time: 21.1710166931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454635620
validation[          , genome  6970] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       818.24390, best error:       737.11285 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 355.4851074219s, input_fired_time: 2.8578445911, output_fired_time: 5.6924653053, propagate_forward_time: 111.7794494629, propagate_backward_time: 229.9520874023, weight_update_time: 0.1997659951, other_time: 5.2032470703
epoch time: 25.6827526093s, input_fired_time: 0.2271943092, output_fired_time: 0.0000000000, propagate_forward_time: 23.8244152069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6311435699
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       841.08624, best error:       737.11285 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 350.6094665527s, input_fired_time: 5.8733048439, output_fired_time: 4.6645326614, propagate_forward_time: 120.8040466309, propagate_backward_time: 211.9980316162, weight_update_time: 0.1995258331, other_time: 7.2695770264
epoch time: 25.4912738800s, input_fired_time: 0.2272236645, output_fired_time: 0.0000000000, propagate_forward_time: 24.7228279114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412216187
validation[          , genome  6970] predictions:    9794/  10000 (97.94%), best:    9791/10000 (97.91%), error:       762.05072, best error:       737.11285 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 344.8678894043s, input_fired_time: 5.8993020058, output_fired_time: 2.5720386505, propagate_forward_time: 122.1142120361, propagate_backward_time: 209.0912780762, weight_update_time: 0.1962220073, other_time: 5.1910552979
epoch time: 22.7921733856s, input_fired_time: 0.2177671045, output_fired_time: 0.0000000000, propagate_forward_time: 22.0435752869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308303833
validation[          , genome  6970] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       792.25311, best error:       737.11285 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 350.6934204102s, input_fired_time: 5.9074025154, output_fired_time: 4.5031542778, propagate_forward_time: 114.4171142578, propagate_backward_time: 217.6978454590, weight_update_time: 0.1975873858, other_time: 8.1679077148
epoch time: 24.2623558044s, input_fired_time: 0.2262807488, output_fired_time: 0.0000000000, propagate_forward_time: 23.5164546967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196208954
validation[          , genome  6970] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       838.33606, best error:       737.11285 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 347.0842590332s, input_fired_time: 1.8392648697, output_fired_time: 9.6594829559, propagate_forward_time: 119.4060821533, propagate_backward_time: 208.0009155273, weight_update_time: 0.2029045671, other_time: 8.1785125732
epoch time: 25.2986030579s, input_fired_time: 2.2642531395, output_fired_time: 0.0000000000, propagate_forward_time: 22.5172557831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170936584
validation[          , genome  6970] predictions:    9808/  10000 (98.08%), best:    9791/10000 (97.91%), error:       744.15790, best error:       737.11285 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 333.3051452637s, input_fired_time: 1.8142299652, output_fired_time: 1.5020062923, propagate_forward_time: 96.8713455200, propagate_backward_time: 229.9772796631, weight_update_time: 0.1977376789, other_time: 3.1402740479
epoch time: 23.9084453583s, input_fired_time: 2.2370638847, output_fired_time: 0.0000000000, propagate_forward_time: 21.1624431610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089378357
validation[          , genome  6970] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       799.17609, best error:       737.11285 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 347.7814331055s, input_fired_time: 1.8450659513, output_fired_time: 4.6024866104, propagate_forward_time: 115.1154098511, propagate_backward_time: 207.7366027832, weight_update_time: 0.1969376057, other_time: 18.4818725586
epoch time: 25.0989151001s, input_fired_time: 0.2251266241, output_fired_time: 0.0000000000, propagate_forward_time: 23.3340797424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5397090912
validation[          , genome  6970] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       866.10400, best error:       737.11285 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 347.4335021973s, input_fired_time: 9.7126302719, output_fired_time: 4.4347448349, propagate_forward_time: 113.7393569946, propagate_backward_time: 211.3486938477, weight_update_time: 0.1936859488, other_time: 8.1980895996
epoch time: 23.8285388947s, input_fired_time: 0.2194750309, output_fired_time: 0.0000000000, propagate_forward_time: 23.0693683624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396957397
validation[          , genome  6970] predictions:    9696/  10000 (96.96%), best:    9791/10000 (97.91%), error:      1034.17395, best error:       737.11285 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 349.7882080078s, input_fired_time: 1.8607898951, output_fired_time: 4.6202068329, propagate_forward_time: 109.3422851563, propagate_backward_time: 226.7072906494, weight_update_time: 0.2037522942, other_time: 7.2576446533
epoch time: 24.8813629150s, input_fired_time: 1.2482571602, output_fired_time: 0.0000000000, propagate_forward_time: 23.1183891296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147171021
validation[          , genome  6970] predictions:    9630/  10000 (96.30%), best:    9791/10000 (97.91%), error:      1181.40405, best error:       737.11285 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 346.7594299316s, input_fired_time: 2.8508903980, output_fired_time: 5.5371246338, propagate_forward_time: 116.9418487549, propagate_backward_time: 213.2165985107, weight_update_time: 0.1981626004, other_time: 8.2129516602
epoch time: 25.3416347504s, input_fired_time: 0.2277041525, output_fired_time: 0.0000000000, propagate_forward_time: 22.5460872650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5678424835
validation[          , genome  6970] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       817.50787, best error:       737.11285 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 351.6217651367s, input_fired_time: 8.0266742706, output_fired_time: 8.6713771820, propagate_forward_time: 129.1937408447, propagate_backward_time: 197.4670715332, weight_update_time: 0.1976582557, other_time: 8.2628936768
epoch time: 24.9451618195s, input_fired_time: 2.2311906815, output_fired_time: 0.0000000000, propagate_forward_time: 22.2005405426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134296417
validation[          , genome  6970] predictions:    9737/  10000 (97.37%), best:    9791/10000 (97.91%), error:       919.09839, best error:       737.11285 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 348.6873168945s, input_fired_time: 6.9994730949, output_fired_time: 6.5870118141, propagate_forward_time: 121.4591140747, propagate_backward_time: 209.4972076416, weight_update_time: 0.1978080422, other_time: 4.1445159912
epoch time: 24.8163108826s, input_fired_time: 2.2257354259, output_fired_time: 0.0000000000, propagate_forward_time: 22.0300331116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605430603
validation[          , genome  6970] predictions:    9700/  10000 (97.00%), best:    9791/10000 (97.91%), error:      1081.57568, best error:       737.11285 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 350.1448974609s, input_fired_time: 8.9761228561, output_fired_time: 3.6435091496, propagate_forward_time: 113.0617446899, propagate_backward_time: 217.2975921631, weight_update_time: 2.1862161160, other_time: 7.1659088135
epoch time: 24.0306358337s, input_fired_time: 1.2227718830, output_fired_time: 0.0000000000, propagate_forward_time: 22.2659072876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419559479
validation[          , genome  6970] predictions:    9687/  10000 (96.87%), best:    9791/10000 (97.91%), error:      1014.03027, best error:       737.11285 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 347.5416564941s, input_fired_time: 3.8106758595, output_fired_time: 3.6020917892, propagate_forward_time: 108.3805541992, propagate_backward_time: 224.6101531982, weight_update_time: 0.1996213198, other_time: 7.1381988525
epoch time: 27.3189888000s, input_fired_time: 2.2534334660, output_fired_time: 0.0000000000, propagate_forward_time: 24.5484771729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170783997
validation[          , genome  6970] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       769.60345, best error:       737.11285 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 347.5663757324s, input_fired_time: 1.8408992290, output_fired_time: 7.5836167336, propagate_forward_time: 99.4717025757, propagate_backward_time: 232.4563903809, weight_update_time: 0.2005160302, other_time: 6.2137451172
epoch time: 25.2694931030s, input_fired_time: 0.2262748033, output_fired_time: 0.0000000000, propagate_forward_time: 24.4971618652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460567474
validation[          , genome  6970] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       722.59143, best error:       722.59143 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 347.3469848633s, input_fired_time: 1.8506637812, output_fired_time: 1.5569717884, propagate_forward_time: 100.0073013306, propagate_backward_time: 237.7638854980, weight_update_time: 0.1967339963, other_time: 6.1681518555
epoch time: 25.0027523041s, input_fired_time: 0.2270482928, output_fired_time: 0.0000000000, propagate_forward_time: 24.2549648285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207386017
validation[          , genome  6970] predictions:    9775/  10000 (97.75%), best:    9801/10000 (98.01%), error:       794.13702, best error:       722.59143 on epoch:    99, 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: 125.6050262451s, input_fired_time: 6.0933542252, output_fired_time: 0.0000000000, propagate_forward_time: 112.7023620605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.8093109131
best training[          , genome  6970] predictions:   49787/  50000 (99.57%), best:    9801/10000 (98.01%), error:      1076.56580, best error:       722.59143 on epoch:    99, 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: 23.6412639618s, input_fired_time: 0.2157302052, output_fired_time: 0.0000000000, propagate_forward_time: 20.8253955841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6001377106
   testing[          , genome  6970] predictions:    9811/  10000 (98.11%), best:    9801/10000 (98.01%), error:       633.98358, best error:       722.59143 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:32:17 (12572): called boinc_finish(0)

</stderr_txt>
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