Nameexact_genome_1512568488_44_6504_0
Workunit2603872
Created7 Dec 2017, 20:16:39 UTC
Sent7 Dec 2017, 20:22:43 UTC
Report deadline13 Dec 2017, 9:34:34 UTC
Received9 Dec 2017, 0:08:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 46 min 49 sec
CPU time2 hours 46 min 46 sec
Validate stateValid
Credit1,387.48
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.71 MB
Peak swap size154.20 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1500630081, output_fired_time: 0.0000000000, propagate_forward_time: 6.8133778572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947428703
validation[          , genome  6504] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1008.63336, best error:      1008.63336 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 90.3879089355s, input_fired_time: 1.2482848167, output_fired_time: 1.1934031248, propagate_forward_time: 33.7686424255, propagate_backward_time: 51.4354934692, weight_update_time: 0.1387520581, other_time: 2.7420845032
epoch time: 7.3987951279s, input_fired_time: 0.1520065814, output_fired_time: 0.0000000000, propagate_forward_time: 6.7530469894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937415123
validation[          , genome  6504] predictions:    9668/  10000 (96.68%), best:    9695/10000 (96.95%), error:      1063.36047, best error:      1008.63336 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 91.4008712769s, input_fired_time: 1.2393432856, output_fired_time: 1.2051891088, propagate_forward_time: 34.3647308350, propagate_backward_time: 51.9325065613, weight_update_time: 0.1382184923, other_time: 2.6590995789
epoch time: 7.5153012276s, input_fired_time: 0.1489909142, output_fired_time: 0.0000000000, propagate_forward_time: 6.8853659630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809441566
validation[          , genome  6504] predictions:    9681/  10000 (96.81%), best:    9695/10000 (96.95%), error:      1076.53882, best error:      1008.63336 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.2059478760s, input_fired_time: 1.2381609678, output_fired_time: 1.2051624060, propagate_forward_time: 34.2322883606, propagate_backward_time: 51.8608627319, weight_update_time: 0.1372789294, other_time: 2.6694755554
epoch time: 7.4699664116s, input_fired_time: 0.1506401151, output_fired_time: 0.0000000000, propagate_forward_time: 6.8381400108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811863899
validation[          , genome  6504] predictions:    9693/  10000 (96.93%), best:    9695/10000 (96.95%), error:      1018.09137, best error:      1008.63336 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.6111907959s, input_fired_time: 1.2536236048, output_fired_time: 1.2145283222, propagate_forward_time: 34.3971710205, propagate_backward_time: 51.9915580750, weight_update_time: 0.1397558600, other_time: 2.7543067932
epoch time: 7.5152592659s, input_fired_time: 0.1515431702, output_fired_time: 0.0000000000, propagate_forward_time: 6.8708577156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928584099
validation[          , genome  6504] predictions:    9697/  10000 (96.97%), best:    9695/10000 (96.95%), error:      1018.59912, best error:      1008.63336 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 91.0113601685s, input_fired_time: 1.2375228405, output_fired_time: 1.1952196360, propagate_forward_time: 34.2249450684, propagate_backward_time: 51.6839294434, weight_update_time: 0.1369780302, other_time: 2.6697387695
epoch time: 7.4516968727s, input_fired_time: 0.1493104249, output_fired_time: 0.0000000000, propagate_forward_time: 6.8238768578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785094261
validation[          , genome  6504] predictions:    9679/  10000 (96.79%), best:    9695/10000 (96.95%), error:      1081.76062, best error:      1008.63336 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 90.8900451660s, input_fired_time: 1.2362908125, output_fired_time: 1.1955622435, propagate_forward_time: 34.2042427063, propagate_backward_time: 51.5853538513, weight_update_time: 0.1382770538, other_time: 2.6685943604
epoch time: 7.4911394119s, input_fired_time: 0.1509818584, output_fired_time: 0.0000000000, propagate_forward_time: 6.8605384827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796190262
validation[          , genome  6504] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1043.07556, best error:      1008.63336 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.5442886353s, input_fired_time: 1.2578183413, output_fired_time: 1.2029540539, propagate_forward_time: 34.3546218872, propagate_backward_time: 51.9761772156, weight_update_time: 0.1413910240, other_time: 2.7527122498
epoch time: 7.5247945786s, input_fired_time: 0.1531820148, output_fired_time: 0.0000000000, propagate_forward_time: 6.8775305748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940819740
validation[          , genome  6504] predictions:    9669/  10000 (96.69%), best:    9695/10000 (96.95%), error:      1093.39746, best error:      1008.63336 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.3562469482s, input_fired_time: 1.2313671112, output_fired_time: 1.1952016354, propagate_forward_time: 33.8437538147, propagate_backward_time: 51.4367904663, weight_update_time: 0.1367871016, other_time: 2.6491355896
epoch time: 7.3893914223s, input_fired_time: 0.1484697312, output_fired_time: 0.0000000000, propagate_forward_time: 6.7605876923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803338051
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       934.38593, best error:       934.38593 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.2345123291s, input_fired_time: 1.2420296669, output_fired_time: 1.2002266645, propagate_forward_time: 34.2772064209, propagate_backward_time: 51.8386306763, weight_update_time: 0.1377863288, other_time: 2.6764221191
epoch time: 7.5221433640s, input_fired_time: 0.1496704966, output_fired_time: 0.0000000000, propagate_forward_time: 6.8909969330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814758301
validation[          , genome  6504] predictions:    9673/  10000 (96.73%), best:    9714/10000 (97.14%), error:      1063.44421, best error:       934.38593 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.7701644897s, input_fired_time: 1.2536379099, output_fired_time: 1.1924245358, propagate_forward_time: 34.0845947266, propagate_backward_time: 51.4963836670, weight_update_time: 0.1380527169, other_time: 2.7431259155
epoch time: 7.4928402901s, input_fired_time: 0.1521509588, output_fired_time: 0.0000000000, propagate_forward_time: 6.8477306366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929585457
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9714/10000 (97.14%), error:       981.19427, best error:       934.38593 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.2647705078s, input_fired_time: 1.2558157444, output_fired_time: 1.2019222975, propagate_forward_time: 34.2677650452, propagate_backward_time: 51.7890014648, weight_update_time: 0.1398434937, other_time: 2.7502708435
epoch time: 7.4584431648s, input_fired_time: 0.1534832418, output_fired_time: 0.0000000000, propagate_forward_time: 6.8134403229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915194511
validation[          , genome  6504] predictions:    9721/  10000 (97.21%), best:    9714/10000 (97.14%), error:       946.09174, best error:       934.38593 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 90.9165191650s, input_fired_time: 1.2517473698, output_fired_time: 1.1964154243, propagate_forward_time: 34.1215400696, propagate_backward_time: 51.6028137207, weight_update_time: 0.1388631314, other_time: 2.7439994812
epoch time: 7.5070128441s, input_fired_time: 0.1538886577, output_fired_time: 0.0000000000, propagate_forward_time: 6.8578472137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952769279
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       974.50787, best error:       934.38593 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 91.1936645508s, input_fired_time: 1.2449027300, output_fired_time: 1.2041504383, propagate_forward_time: 34.2395896912, propagate_backward_time: 51.8424911499, weight_update_time: 0.1382988393, other_time: 2.6625328064
epoch time: 7.4290661812s, input_fired_time: 0.1501058042, output_fired_time: 0.0000000000, propagate_forward_time: 6.8013463020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776139259
validation[          , genome  6504] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       887.58527, best error:       887.58527 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.5921478271s, input_fired_time: 1.2415746450, output_fired_time: 1.1924957037, propagate_forward_time: 34.0056114197, propagate_backward_time: 51.4725265503, weight_update_time: 0.1370968521, other_time: 2.6799354553
epoch time: 7.4742045403s, input_fired_time: 0.1500870138, output_fired_time: 0.0000000000, propagate_forward_time: 6.8416371346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824805260
validation[          , genome  6504] predictions:    9718/  10000 (97.18%), best:    9735/10000 (97.35%), error:       945.57941, best error:       887.58527 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 90.9331588745s, input_fired_time: 1.2434470654, output_fired_time: 1.1972663403, propagate_forward_time: 34.1710281372, propagate_backward_time: 51.6570358276, weight_update_time: 0.1380369514, other_time: 2.6643829346
epoch time: 7.4457960129s, input_fired_time: 0.1502125561, output_fired_time: 0.0000000000, propagate_forward_time: 6.8149447441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806385040
validation[          , genome  6504] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:       981.23694, best error:       887.58527 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.8980636597s, input_fired_time: 1.2589823008, output_fired_time: 1.1927682161, propagate_forward_time: 34.1362648010, propagate_backward_time: 51.5619964600, weight_update_time: 0.1397140324, other_time: 2.7480506897
epoch time: 7.4798793793s, input_fired_time: 0.1535003036, output_fired_time: 0.0000000000, propagate_forward_time: 6.8320684433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943108559
validation[          , genome  6504] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       941.25623, best error:       887.58527 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 91.1272964478s, input_fired_time: 1.2571688890, output_fired_time: 1.1998833418, propagate_forward_time: 34.2293472290, propagate_backward_time: 51.7137451172, weight_update_time: 0.1381565779, other_time: 2.7271499634
epoch time: 7.4748873711s, input_fired_time: 0.1516589373, output_fired_time: 0.0000000000, propagate_forward_time: 6.8422260284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810023308
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       949.86859, best error:       887.58527 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.0903091431s, input_fired_time: 1.2486157417, output_fired_time: 1.2060022354, propagate_forward_time: 34.1754455566, propagate_backward_time: 51.7761764526, weight_update_time: 0.1384176910, other_time: 2.6840667725
epoch time: 7.4326663017s, input_fired_time: 0.1508523673, output_fired_time: 0.0000000000, propagate_forward_time: 6.8032083511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786057472
validation[          , genome  6504] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       942.52515, best error:       887.58527 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.8027725220s, input_fired_time: 1.2372105122, output_fired_time: 1.1956397295, propagate_forward_time: 34.1608352661, propagate_backward_time: 51.5612945557, weight_update_time: 0.1358731240, other_time: 2.6477890015
epoch time: 7.4250206947s, input_fired_time: 0.1520928591, output_fired_time: 0.0000000000, propagate_forward_time: 6.7916946411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812331200
validation[          , genome  6504] predictions:    9736/  10000 (97.36%), best:    9735/10000 (97.35%), error:       892.59442, best error:       887.58527 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.6177825928s, input_fired_time: 1.2450300455, output_fired_time: 1.2065778971, propagate_forward_time: 34.4367141724, propagate_backward_time: 52.0816459656, weight_update_time: 0.1378797889, other_time: 2.6478080750
epoch time: 7.5202217102s, input_fired_time: 0.1511958838, output_fired_time: 0.0000000000, propagate_forward_time: 6.8878550529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811706543
validation[          , genome  6504] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:       943.39716, best error:       887.58527 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.0984878540s, input_fired_time: 1.2538378239, output_fired_time: 1.2048858404, propagate_forward_time: 34.1910247803, propagate_backward_time: 51.7555465698, weight_update_time: 0.1373582035, other_time: 2.6931915283
epoch time: 7.4671502113s, input_fired_time: 0.1512124836, output_fired_time: 0.0000000000, propagate_forward_time: 6.8367180824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792194366
validation[          , genome  6504] predictions:    9681/  10000 (96.81%), best:    9735/10000 (97.35%), error:      1045.98132, best error:       887.58527 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.0070266724s, input_fired_time: 1.2552747726, output_fired_time: 1.2039839029, propagate_forward_time: 34.1876068115, propagate_backward_time: 51.6563453674, weight_update_time: 0.1382839084, other_time: 2.7038154602
epoch time: 7.4544339180s, input_fired_time: 0.1508857310, output_fired_time: 0.0000000000, propagate_forward_time: 6.8228430748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807052612
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9735/10000 (97.35%), error:       916.77209, best error:       887.58527 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.1741867065s, input_fired_time: 1.2569456100, output_fired_time: 1.2014458179, propagate_forward_time: 34.2108573914, propagate_backward_time: 51.8016052246, weight_update_time: 0.1378474236, other_time: 2.7033348083
epoch time: 7.4569635391s, input_fired_time: 0.1539044529, output_fired_time: 0.0000000000, propagate_forward_time: 6.8241486549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789104462
validation[          , genome  6504] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:       964.30377, best error:       887.58527 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.9497680664s, input_fired_time: 1.2481166124, output_fired_time: 1.1994600296, propagate_forward_time: 34.1558570862, propagate_backward_time: 51.6695442200, weight_update_time: 0.1385064870, other_time: 2.6767883301
epoch time: 7.3902392387s, input_fired_time: 0.1522615850, output_fired_time: 0.0000000000, propagate_forward_time: 6.7566576004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813199043
validation[          , genome  6504] predictions:    9730/  10000 (97.30%), best:    9735/10000 (97.35%), error:       937.48566, best error:       887.58527 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.3422012329s, input_fired_time: 1.2478715181, output_fired_time: 1.2050309181, propagate_forward_time: 34.3306350708, propagate_backward_time: 51.9072647095, weight_update_time: 0.1372340024, other_time: 2.6513977051
epoch time: 7.4612574577s, input_fired_time: 0.1518075764, output_fired_time: 0.0000000000, propagate_forward_time: 6.8273377419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821119308
validation[          , genome  6504] predictions:    9684/  10000 (96.84%), best:    9735/10000 (97.35%), error:      1040.40405, best error:       887.58527 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.2103042603s, input_fired_time: 1.2629607916, output_fired_time: 1.1997170448, propagate_forward_time: 34.2565650940, propagate_backward_time: 51.7386245728, weight_update_time: 0.1386947930, other_time: 2.7524375916
epoch time: 7.4928846359s, input_fired_time: 0.1544362456, output_fired_time: 0.0000000000, propagate_forward_time: 6.8485856056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898629189
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9735/10000 (97.35%), error:       950.21808, best error:       887.58527 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 90.6069793701s, input_fired_time: 1.2485421896, output_fired_time: 1.1928876638, propagate_forward_time: 34.0621070862, propagate_backward_time: 51.4068641663, weight_update_time: 0.1372340024, other_time: 2.6965789795
epoch time: 7.4305562973s, input_fired_time: 0.1522560716, output_fired_time: 0.0000000000, propagate_forward_time: 6.7917690277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865312576
validation[          , genome  6504] predictions:    9704/  10000 (97.04%), best:    9735/10000 (97.35%), error:       970.14069, best error:       887.58527 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 91.2388610840s, input_fired_time: 1.2540668249, output_fired_time: 1.2032649517, propagate_forward_time: 34.2562675476, propagate_backward_time: 51.8580513000, weight_update_time: 0.1376475543, other_time: 2.6672134399
epoch time: 7.4258346558s, input_fired_time: 0.1501398683, output_fired_time: 0.0000000000, propagate_forward_time: 6.7959690094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797258377
validation[          , genome  6504] predictions:    9687/  10000 (96.87%), best:    9735/10000 (97.35%), error:      1046.40186, best error:       887.58527 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.9666519165s, input_fired_time: 1.2619835138, output_fired_time: 1.1994302273, propagate_forward_time: 34.1054229736, propagate_backward_time: 51.6553459167, weight_update_time: 0.1399618536, other_time: 2.7444648743
epoch time: 7.4330105782s, input_fired_time: 0.1527020186, output_fired_time: 0.0000000000, propagate_forward_time: 6.8013005257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790081978
validation[          , genome  6504] predictions:    9689/  10000 (96.89%), best:    9735/10000 (97.35%), error:      1038.88269, best error:       887.58527 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.9158248901s, input_fired_time: 1.2558368444, output_fired_time: 1.1994130611, propagate_forward_time: 34.1336669922, propagate_backward_time: 51.6335220337, weight_update_time: 0.1385837197, other_time: 2.6933898926
epoch time: 7.3959722519s, input_fired_time: 0.1505769342, output_fired_time: 0.0000000000, propagate_forward_time: 6.7655010223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798941612
validation[          , genome  6504] predictions:    9731/  10000 (97.31%), best:    9735/10000 (97.35%), error:       890.94116, best error:       887.58527 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.1422195435s, input_fired_time: 1.2606278658, output_fired_time: 1.2047514915, propagate_forward_time: 34.1966400146, propagate_backward_time: 51.7658996582, weight_update_time: 0.1376211047, other_time: 2.7143020630
epoch time: 7.4593372345s, input_fired_time: 0.1527839750, output_fired_time: 0.0000000000, propagate_forward_time: 6.8273487091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792046547
validation[          , genome  6504] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       854.43610, best error:       854.43610 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.1160964966s, input_fired_time: 1.2703880072, output_fired_time: 1.1991921663, propagate_forward_time: 34.2193336487, propagate_backward_time: 51.6810798645, weight_update_time: 0.1386286020, other_time: 2.7461013794
epoch time: 7.5002775192s, input_fired_time: 0.1559304297, output_fired_time: 0.0000000000, propagate_forward_time: 6.8524169922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919300079
validation[          , genome  6504] predictions:    9679/  10000 (96.79%), best:    9740/10000 (97.40%), error:      1055.91687, best error:       854.43610 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.8569717407s, input_fired_time: 1.2653628588, output_fired_time: 1.1949092150, propagate_forward_time: 34.0875434875, propagate_backward_time: 51.5631179810, weight_update_time: 0.1387076378, other_time: 2.7460365295
epoch time: 7.5068020821s, input_fired_time: 0.1557279229, output_fired_time: 0.0000000000, propagate_forward_time: 6.8586630821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924111366
validation[          , genome  6504] predictions:    9723/  10000 (97.23%), best:    9740/10000 (97.40%), error:       910.27124, best error:       854.43610 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.6723022461s, input_fired_time: 1.2476140261, output_fired_time: 1.1927766800, propagate_forward_time: 34.1136512756, propagate_backward_time: 51.4723243713, weight_update_time: 0.1377588958, other_time: 2.6459350586
epoch time: 7.4661855698s, input_fired_time: 0.1532769203, output_fired_time: 0.0000000000, propagate_forward_time: 6.8337569237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791517258
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       843.27808, best error:       843.27808 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.4724502563s, input_fired_time: 1.2597239017, output_fired_time: 1.2053643465, propagate_forward_time: 34.3733634949, propagate_backward_time: 51.9530982971, weight_update_time: 0.1378596872, other_time: 2.6808929443
epoch time: 7.5266294479s, input_fired_time: 0.1551525593, output_fired_time: 0.0000000000, propagate_forward_time: 6.8898391724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816379547
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       891.52570, best error:       843.27808 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.6113052368s, input_fired_time: 1.2699450254, output_fired_time: 1.1932834387, propagate_forward_time: 33.9853591919, propagate_backward_time: 51.4155235291, weight_update_time: 0.1392988116, other_time: 2.7471961975
epoch time: 7.4512281418s, input_fired_time: 0.1549791545, output_fired_time: 0.0000000000, propagate_forward_time: 6.8039951324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922537804
validation[          , genome  6504] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       947.17859, best error:       843.27808 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.4980468750s, input_fired_time: 1.2555716038, output_fired_time: 1.2057807446, propagate_forward_time: 34.3718185425, propagate_backward_time: 52.0053329468, weight_update_time: 0.1378636360, other_time: 2.6595458984
epoch time: 7.5083990097s, input_fired_time: 0.1533679515, output_fired_time: 0.0000000000, propagate_forward_time: 6.8723664284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826645851
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       945.19922, best error:       843.27808 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.8446578979s, input_fired_time: 1.2653425932, output_fired_time: 1.1946486235, propagate_forward_time: 34.0434112549, propagate_backward_time: 51.5920333862, weight_update_time: 0.1395491213, other_time: 2.7492218018
epoch time: 7.4216055870s, input_fired_time: 0.1567616612, output_fired_time: 0.0000000000, propagate_forward_time: 6.7703852654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944586754
validation[          , genome  6504] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       891.50861, best error:       843.27808 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.2245330811s, input_fired_time: 1.2513802052, output_fired_time: 1.1890333891, propagate_forward_time: 33.8284721375, propagate_backward_time: 51.3046379089, weight_update_time: 0.1380020231, other_time: 2.6510086060
epoch time: 7.3883385658s, input_fired_time: 0.1524423063, output_fired_time: 0.0000000000, propagate_forward_time: 6.7583136559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775824547
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       905.50452, best error:       843.27808 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.6520538330s, input_fired_time: 1.2688788176, output_fired_time: 1.1964105368, propagate_forward_time: 34.0022697449, propagate_backward_time: 51.4362144470, weight_update_time: 0.1393056661, other_time: 2.7482833862
epoch time: 7.4521937370s, input_fired_time: 0.1564028412, output_fired_time: 0.0000000000, propagate_forward_time: 6.8017497063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940409660
validation[          , genome  6504] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       788.88153, best error:       788.88153 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.5793609619s, input_fired_time: 1.2543058395, output_fired_time: 1.1955635548, propagate_forward_time: 33.9801597595, propagate_backward_time: 51.4823760986, weight_update_time: 0.1376235336, other_time: 2.6669578552
epoch time: 7.3921008110s, input_fired_time: 0.1517306715, output_fired_time: 0.0000000000, propagate_forward_time: 6.7636623383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767079353
validation[          , genome  6504] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       830.01514, best error:       788.88153 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.6046676636s, input_fired_time: 1.2588582039, output_fired_time: 1.1956508160, propagate_forward_time: 33.9793090820, propagate_backward_time: 51.4883422852, weight_update_time: 0.1382590383, other_time: 2.6825103760
epoch time: 7.4344429970s, input_fired_time: 0.1531881392, output_fired_time: 0.0000000000, propagate_forward_time: 6.8038606644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773941040
validation[          , genome  6504] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       873.05804, best error:       788.88153 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.8164672852s, input_fired_time: 1.2641521692, output_fired_time: 1.1941086054, propagate_forward_time: 34.1062240601, propagate_backward_time: 51.5720138550, weight_update_time: 0.1381894350, other_time: 2.6799697876
epoch time: 7.4336147308s, input_fired_time: 0.1530022770, output_fired_time: 0.0000000000, propagate_forward_time: 6.7996826172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809298515
validation[          , genome  6504] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       832.31256, best error:       788.88153 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.9079818726s, input_fired_time: 1.2548302412, output_fired_time: 1.1937675476, propagate_forward_time: 34.1656990051, propagate_backward_time: 51.6173439026, weight_update_time: 0.1385304183, other_time: 2.6763381958
epoch time: 7.4698581696s, input_fired_time: 0.1554985493, output_fired_time: 0.0000000000, propagate_forward_time: 6.8332557678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811038971
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       869.83148, best error:       788.88153 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.0469360352s, input_fired_time: 1.2763785124, output_fired_time: 1.1967412233, propagate_forward_time: 34.1778755188, propagate_backward_time: 51.6434173584, weight_update_time: 0.1400091052, other_time: 2.7525291443
epoch time: 7.4124522209s, input_fired_time: 0.1560115665, output_fired_time: 0.0000000000, propagate_forward_time: 6.7628326416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936079979
validation[          , genome  6504] predictions:    9725/  10000 (97.25%), best:    9756/10000 (97.56%), error:       895.21765, best error:       788.88153 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.4924697876s, input_fired_time: 1.2674212456, output_fired_time: 1.2051035166, propagate_forward_time: 34.3693847656, propagate_backward_time: 51.9419860840, weight_update_time: 0.1395059228, other_time: 2.7085800171
epoch time: 7.5111885071s, input_fired_time: 0.1537651718, output_fired_time: 0.0000000000, propagate_forward_time: 6.8756399155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817833900
validation[          , genome  6504] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       887.80121, best error:       788.88153 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.8030014038s, input_fired_time: 1.2737827301, output_fired_time: 1.1951693296, propagate_forward_time: 34.0762214661, propagate_backward_time: 51.5128440857, weight_update_time: 0.1380609274, other_time: 2.7449874878
epoch time: 7.4808216095s, input_fired_time: 0.1577868462, output_fired_time: 0.0000000000, propagate_forward_time: 6.8313784599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916563034
validation[          , genome  6504] predictions:    9727/  10000 (97.27%), best:    9756/10000 (97.56%), error:       891.62189, best error:       788.88153 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.2574462891s, input_fired_time: 1.2778213024, output_fired_time: 1.2023875713, propagate_forward_time: 34.2439765930, propagate_backward_time: 51.7889785767, weight_update_time: 0.1385603249, other_time: 2.7442817688
epoch time: 7.5342049599s, input_fired_time: 0.1570012867, output_fired_time: 0.0000000000, propagate_forward_time: 6.8838329315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933705330
validation[          , genome  6504] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       918.92371, best error:       788.88153 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.4284286499s, input_fired_time: 1.2558057308, output_fired_time: 1.2052884102, propagate_forward_time: 34.3386383057, propagate_backward_time: 51.9667243958, weight_update_time: 0.1398280412, other_time: 2.6619682312
epoch time: 7.5007162094s, input_fired_time: 0.1566134095, output_fired_time: 0.0000000000, propagate_forward_time: 6.8629589081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811439514
validation[          , genome  6504] predictions:    9648/  10000 (96.48%), best:    9756/10000 (97.56%), error:      1071.74707, best error:       788.88153 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 91.3103179932s, input_fired_time: 1.2749992609, output_fired_time: 1.2027701139, propagate_forward_time: 34.2553253174, propagate_backward_time: 51.8292846680, weight_update_time: 0.1388904899, other_time: 2.7479400635
epoch time: 7.4887371063s, input_fired_time: 0.1561776549, output_fired_time: 0.0000000000, propagate_forward_time: 6.8401422501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924173355
validation[          , genome  6504] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       851.74072, best error:       788.88153 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.8877029419s, input_fired_time: 1.2771838903, output_fired_time: 1.1959733963, propagate_forward_time: 34.1215400696, propagate_backward_time: 51.5450782776, weight_update_time: 0.1387922913, other_time: 2.7479248047
epoch time: 7.4869780540s, input_fired_time: 0.1581725925, output_fired_time: 0.0000000000, propagate_forward_time: 6.8346896172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941158295
validation[          , genome  6504] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       913.10193, best error:       788.88153 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.0209197998s, input_fired_time: 1.2637338638, output_fired_time: 1.2048912048, propagate_forward_time: 34.1333312988, propagate_backward_time: 51.7414817810, weight_update_time: 0.1388105601, other_time: 2.6774787903
epoch time: 7.5160326958s, input_fired_time: 0.1576291919, output_fired_time: 0.0000000000, propagate_forward_time: 6.8645768166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938268661
validation[          , genome  6504] predictions:    9710/  10000 (97.10%), best:    9756/10000 (97.56%), error:       937.54236, best error:       788.88153 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.5329513550s, input_fired_time: 1.2805157900, output_fired_time: 1.2039732933, propagate_forward_time: 34.3474349976, propagate_backward_time: 51.9482383728, weight_update_time: 0.1403518170, other_time: 2.7527885437
epoch time: 7.5374269485s, input_fired_time: 0.1588171124, output_fired_time: 0.0000000000, propagate_forward_time: 6.8847832680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938263893
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       881.08423, best error:       788.88153 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.6192703247s, input_fired_time: 1.2622282505, output_fired_time: 1.1915612221, propagate_forward_time: 34.0662765503, propagate_backward_time: 51.4439315796, weight_update_time: 0.1380251050, other_time: 2.6552734375
epoch time: 7.4445753098s, input_fired_time: 0.1554353088, output_fired_time: 0.0000000000, propagate_forward_time: 6.8110890388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780511856
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       900.75616, best error:       788.88153 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.5448074341s, input_fired_time: 1.2817006111, output_fired_time: 1.1935935020, propagate_forward_time: 33.8711891174, propagate_backward_time: 51.4465103149, weight_update_time: 0.1379524022, other_time: 2.7518119812
epoch time: 7.4198408127s, input_fired_time: 0.1569457054, output_fired_time: 0.0000000000, propagate_forward_time: 6.7699995041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928956032
validation[          , genome  6504] predictions:    9726/  10000 (97.26%), best:    9756/10000 (97.56%), error:       922.85443, best error:       788.88153 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.4185562134s, input_fired_time: 1.2791633606, output_fired_time: 1.2059787512, propagate_forward_time: 34.2984657288, propagate_backward_time: 51.8864059448, weight_update_time: 0.1391587555, other_time: 2.7485389709
epoch time: 7.5340151787s, input_fired_time: 0.1580990702, output_fired_time: 0.0000000000, propagate_forward_time: 6.8824219704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934940338
validation[          , genome  6504] predictions:    9705/  10000 (97.05%), best:    9756/10000 (97.56%), error:       984.50134, best error:       788.88153 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.8643798828s, input_fired_time: 1.2636370659, output_fired_time: 1.1913385391, propagate_forward_time: 34.1140747070, propagate_backward_time: 51.6060676575, weight_update_time: 0.1380567402, other_time: 2.6892662048
epoch time: 7.4304361343s, input_fired_time: 0.1543426514, output_fired_time: 0.0000000000, propagate_forward_time: 6.7970523834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790410995
validation[          , genome  6504] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       909.54492, best error:       788.88153 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.6083831787s, input_fired_time: 1.2717174292, output_fired_time: 1.1958971024, propagate_forward_time: 33.9618721008, propagate_backward_time: 51.4383583069, weight_update_time: 0.1404252946, other_time: 2.7405319214
epoch time: 7.4251537323s, input_fired_time: 0.1570525765, output_fired_time: 0.0000000000, propagate_forward_time: 6.7764048576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916963577
validation[          , genome  6504] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       889.62671, best error:       788.88153 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.5048294067s, input_fired_time: 1.2648379803, output_fired_time: 1.2046936750, propagate_forward_time: 34.4209594727, propagate_backward_time: 51.9649848938, weight_update_time: 0.1382322311, other_time: 2.6493492126
epoch time: 7.5285015106s, input_fired_time: 0.1573087871, output_fired_time: 0.0000000000, propagate_forward_time: 6.8901591301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810338020
validation[          , genome  6504] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       870.37018, best error:       788.88153 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.4937973022s, input_fired_time: 1.2719259262, output_fired_time: 1.2060024738, propagate_forward_time: 34.3922157288, propagate_backward_time: 51.9263458252, weight_update_time: 0.1390164346, other_time: 2.6973075867
epoch time: 7.5071458817s, input_fired_time: 0.1558074057, output_fired_time: 0.0000000000, propagate_forward_time: 6.8736224174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777159691
validation[          , genome  6504] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       917.71130, best error:       788.88153 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.0898056030s, input_fired_time: 1.2815017700, output_fired_time: 1.2007896900, propagate_forward_time: 34.1844406128, propagate_backward_time: 51.6763496399, weight_update_time: 0.1396184266, other_time: 2.7467231750
epoch time: 7.4872941971s, input_fired_time: 0.1574908197, output_fired_time: 0.0000000000, propagate_forward_time: 6.8371195793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926838875
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9756/10000 (97.56%), error:       891.48022, best error:       788.88153 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.8726806641s, input_fired_time: 1.2884379625, output_fired_time: 1.1952977180, propagate_forward_time: 34.0798950195, propagate_backward_time: 51.5694465637, weight_update_time: 0.1383172572, other_time: 2.7396049500
epoch time: 7.5313339233s, input_fired_time: 0.1585796624, output_fired_time: 0.0000000000, propagate_forward_time: 6.8780989647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946551323
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       893.98450, best error:       788.88153 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.3589782715s, input_fired_time: 1.2753164768, output_fired_time: 1.2020874023, propagate_forward_time: 34.3016662598, propagate_backward_time: 51.8638839722, weight_update_time: 0.1381762326, other_time: 2.7160263062
epoch time: 7.4850692749s, input_fired_time: 0.1550534815, output_fired_time: 0.0000000000, propagate_forward_time: 6.8493685722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806470871
validation[          , genome  6504] predictions:    9675/  10000 (96.75%), best:    9756/10000 (97.56%), error:      1062.79187, best error:       788.88153 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.1716156006s, input_fired_time: 1.2807102203, output_fired_time: 1.1985895634, propagate_forward_time: 34.2015800476, propagate_backward_time: 51.7446861267, weight_update_time: 0.1396200210, other_time: 2.7460479736
epoch time: 7.4874863625s, input_fired_time: 0.1581337005, output_fired_time: 0.0000000000, propagate_forward_time: 6.8406043053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887485504
validation[          , genome  6504] predictions:    9697/  10000 (96.97%), best:    9756/10000 (97.56%), error:       994.49921, best error:       788.88153 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.0553894043s, input_fired_time: 1.2624768019, output_fired_time: 1.1960477829, propagate_forward_time: 34.2474975586, propagate_backward_time: 51.7083892822, weight_update_time: 0.1364058405, other_time: 2.6409835815
epoch time: 7.4821543694s, input_fired_time: 0.1570623815, output_fired_time: 0.0000000000, propagate_forward_time: 6.8459210396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791707993
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       940.25952, best error:       788.88153 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.1129989624s, input_fired_time: 1.2649729252, output_fired_time: 1.1986695528, propagate_forward_time: 34.2406311035, propagate_backward_time: 51.7660484314, weight_update_time: 0.1384265721, other_time: 2.6426734924
epoch time: 7.4696650505s, input_fired_time: 0.1544827819, output_fired_time: 0.0000000000, propagate_forward_time: 6.8354845047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796977043
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       915.36920, best error:       788.88153 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 91.0801010132s, input_fired_time: 1.2815603018, output_fired_time: 1.1994897127, propagate_forward_time: 34.1736450195, propagate_backward_time: 51.6907386780, weight_update_time: 0.1385145783, other_time: 2.7346611023
epoch time: 7.4587697983s, input_fired_time: 0.1557253450, output_fired_time: 0.0000000000, propagate_forward_time: 6.8210916519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819526672
validation[          , genome  6504] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       879.53387, best error:       788.88153 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.6131896973s, input_fired_time: 1.2819069624, output_fired_time: 1.1959732771, propagate_forward_time: 33.9392738342, propagate_backward_time: 51.4566917419, weight_update_time: 0.1380589008, other_time: 2.7393417358
epoch time: 7.5084648132s, input_fired_time: 0.1590908915, output_fired_time: 0.0000000000, propagate_forward_time: 6.8562898636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930839539
validation[          , genome  6504] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       842.17676, best error:       788.88153 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.7162322998s, input_fired_time: 1.2856023312, output_fired_time: 1.1922869682, propagate_forward_time: 34.0262107849, propagate_backward_time: 51.4733276367, weight_update_time: 0.1381870210, other_time: 2.7388114929
epoch time: 7.4554777145s, input_fired_time: 0.1590119004, output_fired_time: 0.0000000000, propagate_forward_time: 6.8012866974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951791763
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       935.69244, best error:       788.88153 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.3492813110s, input_fired_time: 1.2865006924, output_fired_time: 1.2030726671, propagate_forward_time: 34.2521514893, propagate_backward_time: 51.8602218628, weight_update_time: 0.1398967952, other_time: 2.7473373413
epoch time: 7.5127882957s, input_fired_time: 0.1553682983, output_fired_time: 0.0000000000, propagate_forward_time: 6.8780589104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793610573
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       956.22864, best error:       788.88153 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.6021194458s, input_fired_time: 1.2624992132, output_fired_time: 1.1945046186, propagate_forward_time: 34.0220870972, propagate_backward_time: 51.4897460938, weight_update_time: 0.1355877817, other_time: 2.6332855225
epoch time: 7.4383692741s, input_fired_time: 0.1571537405, output_fired_time: 0.0000000000, propagate_forward_time: 6.8036904335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775252342
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       863.36163, best error:       788.88153 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.1530075073s, input_fired_time: 1.2927802801, output_fired_time: 1.2050727606, propagate_forward_time: 34.2535820007, propagate_backward_time: 51.6457633972, weight_update_time: 0.1383899152, other_time: 2.7558135986
epoch time: 7.5340595245s, input_fired_time: 0.1587423682, output_fired_time: 0.0000000000, propagate_forward_time: 6.8812179565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940991402
validation[          , genome  6504] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       908.00287, best error:       788.88153 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.6839065552s, input_fired_time: 1.2811868191, output_fired_time: 1.2125121355, propagate_forward_time: 34.4295959473, propagate_backward_time: 52.0673294067, weight_update_time: 0.1396904737, other_time: 2.6932830811
epoch time: 7.4941754341s, input_fired_time: 0.1606414616, output_fired_time: 0.0000000000, propagate_forward_time: 6.8410987854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924349785
validation[          , genome  6504] predictions:    9748/  10000 (97.48%), best:    9756/10000 (97.56%), error:       861.35608, best error:       788.88153 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.8103561401s, input_fired_time: 1.2669959068, output_fired_time: 1.1982779503, propagate_forward_time: 34.0796470642, propagate_backward_time: 51.6172218323, weight_update_time: 0.1372424662, other_time: 2.6482086182
epoch time: 7.4380230904s, input_fired_time: 0.1567872912, output_fired_time: 0.0000000000, propagate_forward_time: 6.8016319275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796037674
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       843.50696, best error:       788.88153 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.0307998657s, input_fired_time: 1.2914898396, output_fired_time: 1.1938512325, propagate_forward_time: 34.1663780212, propagate_backward_time: 51.6306190491, weight_update_time: 0.1389678270, other_time: 2.7484664917
epoch time: 7.4350481033s, input_fired_time: 0.1593609154, output_fired_time: 0.0000000000, propagate_forward_time: 6.7815155983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941716194
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       926.30731, best error:       788.88153 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.8777160645s, input_fired_time: 1.2757881880, output_fired_time: 1.1970372200, propagate_forward_time: 34.1359024048, propagate_backward_time: 51.5655441284, weight_update_time: 0.1374500990, other_time: 2.7034454346
epoch time: 7.4857587814s, input_fired_time: 0.1593010277, output_fired_time: 0.0000000000, propagate_forward_time: 6.8447809219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816770554
validation[          , genome  6504] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       891.41498, best error:       788.88153 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.4391708374s, input_fired_time: 1.2710634470, output_fired_time: 1.2033987045, propagate_forward_time: 34.3623123169, propagate_backward_time: 51.9550743103, weight_update_time: 0.1380016357, other_time: 2.6473197937
epoch time: 7.5176191330s, input_fired_time: 0.1586064547, output_fired_time: 0.0000000000, propagate_forward_time: 6.8788762093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801363945
validation[          , genome  6504] predictions:    9715/  10000 (97.15%), best:    9756/10000 (97.56%), error:       930.35724, best error:       788.88153 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 91.0213775635s, input_fired_time: 1.2922176123, output_fired_time: 1.1980861425, propagate_forward_time: 34.1367797852, propagate_backward_time: 51.6485633850, weight_update_time: 0.1397717148, other_time: 2.7457237244
epoch time: 7.4480009079s, input_fired_time: 0.1581430435, output_fired_time: 0.0000000000, propagate_forward_time: 6.7986078262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912500381
validation[          , genome  6504] predictions:    9664/  10000 (96.64%), best:    9756/10000 (97.56%), error:      1044.12671, best error:       788.88153 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.5125274658s, input_fired_time: 1.2788271904, output_fired_time: 1.2067141533, propagate_forward_time: 34.3957023621, propagate_backward_time: 51.9758605957, weight_update_time: 0.1379614174, other_time: 2.6554298401
epoch time: 7.5272059441s, input_fired_time: 0.1572140008, output_fired_time: 0.0000000000, propagate_forward_time: 6.8870596886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829320908
validation[          , genome  6504] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       906.41785, best error:       788.88153 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.0697250366s, input_fired_time: 1.2931917906, output_fired_time: 1.1971257925, propagate_forward_time: 34.1589584351, propagate_backward_time: 51.6764717102, weight_update_time: 0.1381968707, other_time: 2.7439765930
epoch time: 7.4271655083s, input_fired_time: 0.1582704186, output_fired_time: 0.0000000000, propagate_forward_time: 6.7906713486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782238007
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       856.59973, best error:       788.88153 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.5664367676s, input_fired_time: 1.2847452164, output_fired_time: 1.1932643652, propagate_forward_time: 33.9178161621, propagate_backward_time: 51.4270095825, weight_update_time: 0.1391984969, other_time: 2.7435989380
epoch time: 7.4079709053s, input_fired_time: 0.1594775170, output_fired_time: 0.0000000000, propagate_forward_time: 6.7543425560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941506386
validation[          , genome  6504] predictions:    9710/  10000 (97.10%), best:    9756/10000 (97.56%), error:       904.09436, best error:       788.88153 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.0558166504s, input_fired_time: 1.2777330875, output_fired_time: 1.2023725510, propagate_forward_time: 34.1503639221, propagate_backward_time: 51.7603416443, weight_update_time: 0.1373839229, other_time: 2.6650085449
epoch time: 7.4741492271s, input_fired_time: 0.1601754725, output_fired_time: 0.0000000000, propagate_forward_time: 6.8369626999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770112038
validation[          , genome  6504] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       871.73822, best error:       788.88153 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.7771377563s, input_fired_time: 1.2736766338, output_fired_time: 1.1936416626, propagate_forward_time: 34.1406402588, propagate_backward_time: 51.5242691040, weight_update_time: 0.1359013021, other_time: 2.6449127197
epoch time: 7.4667649269s, input_fired_time: 0.1557864398, output_fired_time: 0.0000000000, propagate_forward_time: 6.8324646950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785137177
validation[          , genome  6504] predictions:    9653/  10000 (96.53%), best:    9756/10000 (97.56%), error:      1136.97925, best error:       788.88153 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.5103836060s, input_fired_time: 1.2732546329, output_fired_time: 1.2065732479, propagate_forward_time: 34.4131393433, propagate_backward_time: 51.9684677124, weight_update_time: 0.1386499405, other_time: 2.6489486694
epoch time: 7.4631800652s, input_fired_time: 0.1564297676, output_fired_time: 0.0000000000, propagate_forward_time: 6.8248543739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818959236
validation[          , genome  6504] predictions:    9694/  10000 (96.94%), best:    9756/10000 (97.56%), error:       953.16248, best error:       788.88153 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.9425582886s, input_fired_time: 1.2766964436, output_fired_time: 1.1983011961, propagate_forward_time: 34.1806182861, propagate_backward_time: 51.5912475586, weight_update_time: 0.1377534717, other_time: 2.6956939697
epoch time: 7.4965596199s, input_fired_time: 0.1562226117, output_fired_time: 0.0000000000, propagate_forward_time: 6.8630237579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773130417
validation[          , genome  6504] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       951.94629, best error:       788.88153 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.6680221558s, input_fired_time: 1.2953466177, output_fired_time: 1.2074823380, propagate_forward_time: 34.3805236816, propagate_backward_time: 52.0386352539, weight_update_time: 0.1391575336, other_time: 2.7460327148
epoch time: 7.5319375992s, input_fired_time: 0.1616333425, output_fired_time: 0.0000000000, propagate_forward_time: 6.8765759468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937281609
validation[          , genome  6504] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       844.34625, best error:       788.88153 on epoch:    54, 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: 37.5313415527s, input_fired_time: 0.7791347504, output_fired_time: 0.0000000000, propagate_forward_time: 34.2043571472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5478477478
best training[          , genome  6504] predictions:   49409/  50000 (98.82%), best:    9756/10000 (97.56%), error:      2119.42822, best error:       788.88153 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.4936962128s, input_fired_time: 0.1557407379, output_fired_time: 0.0000000000, propagate_forward_time: 6.8437485695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942069054
   testing[          , genome  6504] predictions:    9775/  10000 (97.75%), best:    9756/10000 (97.56%), error:       683.97839, best error:       788.88153 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:08:23 (4828): called boinc_finish(0)

</stderr_txt>
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