Nameexact_genome_1512568488_44_6997_1
Workunit2606285
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline15 Dec 2017, 6:29:04 UTC
Received8 Dec 2017, 8:51:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time4 hours 23 min 55 sec
CPU time3 hours 38 min 15 sec
Validate stateValid
Credit1,824.88
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.83 MB
Peak swap size159.52 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ions:    9714/  10000 (97.14%), best:    9730/10000 (97.30%), error:       983.03778, best error:       872.54138 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 114.2896728516s, input_fired_time: 1.8358880281, output_fired_time: 1.7486456633, propagate_forward_time: 42.0311355591, propagate_backward_time: 65.2979507446, weight_update_time: 0.1439632326, other_time: 3.3760528564
epoch time: 8.9281024933s, input_fired_time: 0.2124306709, output_fired_time: 0.0000000000, propagate_forward_time: 8.1149883270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006832123
validation[          , genome  6997] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       826.86682, best error:       826.86682 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 113.3136596680s, input_fired_time: 1.8097463846, output_fired_time: 1.6926583052, propagate_forward_time: 41.7574272156, propagate_backward_time: 64.6634674072, weight_update_time: 0.1740693450, other_time: 3.3903656006
epoch time: 9.0102281570s, input_fired_time: 0.2109618187, output_fired_time: 0.0000000000, propagate_forward_time: 8.1927022934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065645218
validation[          , genome  6997] predictions:    9676/  10000 (96.76%), best:    9743/10000 (97.43%), error:      1041.58154, best error:       826.86682 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.1615982056s, input_fired_time: 1.8261797428, output_fired_time: 1.7085570097, propagate_forward_time: 42.0284881592, propagate_backward_time: 65.2535934448, weight_update_time: 0.1439376175, other_time: 3.3447799683
epoch time: 9.0713272095s, input_fired_time: 0.2151260823, output_fired_time: 0.0000000000, propagate_forward_time: 8.2522010803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040000916
validation[          , genome  6997] predictions:    9761/  10000 (97.61%), best:    9743/10000 (97.43%), error:       905.36670, best error:       826.86682 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.8083114624s, input_fired_time: 1.8166776896, output_fired_time: 1.6773190498, propagate_forward_time: 41.8424873352, propagate_backward_time: 65.1075286865, weight_update_time: 0.1443028152, other_time: 3.3642883301
epoch time: 8.9531784058s, input_fired_time: 0.2175986618, output_fired_time: 0.0000000000, propagate_forward_time: 8.1123590469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232204437
validation[          , genome  6997] predictions:    9657/  10000 (96.57%), best:    9743/10000 (97.43%), error:      1075.44104, best error:       826.86682 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 112.6215438843s, input_fired_time: 1.7994179726, output_fired_time: 1.6667001247, propagate_forward_time: 41.3562622070, propagate_backward_time: 64.4959182739, weight_update_time: 0.1427668482, other_time: 3.3032455444
epoch time: 8.9873676300s, input_fired_time: 0.2182313353, output_fired_time: 0.0000000000, propagate_forward_time: 8.1508903503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182460785
validation[          , genome  6997] predictions:    9654/  10000 (96.54%), best:    9743/10000 (97.43%), error:      1141.74548, best error:       826.86682 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 113.0850448608s, input_fired_time: 1.8363548517, output_fired_time: 1.7396552563, propagate_forward_time: 41.8063774109, propagate_backward_time: 64.3085632324, weight_update_time: 0.1457040012, other_time: 3.3940887451
epoch time: 9.1402130127s, input_fired_time: 0.2308597863, output_fired_time: 0.0000000000, propagate_forward_time: 8.2873573303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219959259
validation[          , genome  6997] predictions:    9696/  10000 (96.96%), best:    9743/10000 (97.43%), error:       929.02527, best error:       826.86682 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 113.1062927246s, input_fired_time: 1.8053570986, output_fired_time: 1.6611708403, propagate_forward_time: 41.4692764282, propagate_backward_time: 64.7896728516, weight_update_time: 0.1440215707, other_time: 3.3808135986
epoch time: 9.0917615891s, input_fired_time: 0.2168884724, output_fired_time: 0.0000000000, propagate_forward_time: 8.2738418579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010313034
validation[          , genome  6997] predictions:    9711/  10000 (97.11%), best:    9743/10000 (97.43%), error:       934.59796, best error:       826.86682 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.7633209229s, input_fired_time: 1.8088763952, output_fired_time: 1.6715927124, propagate_forward_time: 41.8480148315, propagate_backward_time: 65.1021347046, weight_update_time: 0.1478073895, other_time: 3.3327026367
epoch time: 9.1201820374s, input_fired_time: 0.2476719916, output_fired_time: 0.0000000000, propagate_forward_time: 8.2761621475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963478088
validation[          , genome  6997] predictions:    9742/  10000 (97.42%), best:    9743/10000 (97.43%), error:       853.89246, best error:       826.86682 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 113.2778396606s, input_fired_time: 1.8097119331, output_fired_time: 1.6705683470, propagate_forward_time: 41.9007339478, propagate_backward_time: 64.5854568481, weight_update_time: 0.1436840743, other_time: 3.3113632202
epoch time: 9.0204401016s, input_fired_time: 0.2143803835, output_fired_time: 0.0000000000, propagate_forward_time: 8.2026777267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033821106
validation[          , genome  6997] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:       923.71625, best error:       826.86682 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.2271728516s, input_fired_time: 1.8185180426, output_fired_time: 1.6610635519, propagate_forward_time: 42.1282310486, propagate_backward_time: 65.2292480469, weight_update_time: 0.1548463851, other_time: 3.3901062012
epoch time: 9.2343425751s, input_fired_time: 0.2164822370, output_fired_time: 0.0000000000, propagate_forward_time: 8.4087152481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091451645
validation[          , genome  6997] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       900.60907, best error:       826.86682 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.4702072144s, input_fired_time: 1.8247373104, output_fired_time: 1.6644520760, propagate_forward_time: 41.9844741821, propagate_backward_time: 64.6462478638, weight_update_time: 0.1435192525, other_time: 3.3502960205
epoch time: 8.9458093643s, input_fired_time: 0.2158041745, output_fired_time: 0.0000000000, propagate_forward_time: 8.1264390945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035661697
validation[          , genome  6997] predictions:    9725/  10000 (97.25%), best:    9743/10000 (97.43%), error:       868.48370, best error:       826.86682 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 121.8984680176s, input_fired_time: 1.8503125906, output_fired_time: 1.7277559042, propagate_forward_time: 44.9359474182, propagate_backward_time: 69.6980133057, weight_update_time: 0.1470853239, other_time: 3.6864471436
epoch time: 13.7871723175s, input_fired_time: 0.2565613687, output_fired_time: 0.0000000000, propagate_forward_time: 12.5671958923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9634151459
validation[          , genome  6997] predictions:    9730/  10000 (97.30%), best:    9743/10000 (97.43%), error:       897.46942, best error:       826.86682 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 168.3599700928s, input_fired_time: 2.7687652111, output_fired_time: 1.9612376690, propagate_forward_time: 66.0168685913, propagate_backward_time: 91.8994827271, weight_update_time: 0.1662607193, other_time: 5.7136077881
epoch time: 13.6697053909s, input_fired_time: 0.2405587882, output_fired_time: 0.0000000000, propagate_forward_time: 12.2611484528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1679983139
validation[          , genome  6997] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       901.12952, best error:       826.86682 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 169.0518798828s, input_fired_time: 2.7497093678, output_fired_time: 2.6874694824, propagate_forward_time: 59.9789619446, propagate_backward_time: 98.9748992920, weight_update_time: 0.4148858786, other_time: 4.6608428955
epoch time: 13.7796087265s, input_fired_time: 0.4934517145, output_fired_time: 0.0000000000, propagate_forward_time: 12.1050548553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1811017990
validation[          , genome  6997] predictions:    9689/  10000 (96.89%), best:    9743/10000 (97.43%), error:      1016.09515, best error:       826.86682 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 169.5246734619s, input_fired_time: 3.2233543396, output_fired_time: 2.6427261829, propagate_forward_time: 63.9913597107, propagate_backward_time: 94.3019104004, weight_update_time: 0.1610198915, other_time: 5.3653106689
epoch time: 14.0066127777s, input_fired_time: 0.2473658323, output_fired_time: 0.0000000000, propagate_forward_time: 12.8312454224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9280014038
validation[          , genome  6997] predictions:    9734/  10000 (97.34%), best:    9743/10000 (97.43%), error:       853.59998, best error:       826.86682 on epoch:    15, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 168.9694061279s, input_fired_time: 2.9933471680, output_fired_time: 2.4267089367, propagate_forward_time: 61.0477104187, propagate_backward_time: 98.5956420898, weight_update_time: 0.1638863683, other_time: 3.9059906006
epoch time: 14.0044775009s, input_fired_time: 0.2440393865, output_fired_time: 0.0000000000, propagate_forward_time: 12.0891952515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6712427139
validation[          , genome  6997] predictions:    9716/  10000 (97.16%), best:    9743/10000 (97.43%), error:       902.03595, best error:       826.86682 on epoch:    15, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 168.9945678711s, input_fired_time: 2.2203681469, output_fired_time: 2.3849937916, propagate_forward_time: 63.3514442444, propagate_backward_time: 97.1708221436, weight_update_time: 0.1610802561, other_time: 3.8669433594
epoch time: 13.2784605026s, input_fired_time: 0.2344607115, output_fired_time: 0.0000000000, propagate_forward_time: 11.9022283554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1417713165
validation[          , genome  6997] predictions:    9746/  10000 (97.46%), best:    9743/10000 (97.43%), error:       858.97394, best error:       826.86682 on epoch:    15, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.1534423828s, input_fired_time: 1.9173327684, output_fired_time: 2.0743143559, propagate_forward_time: 62.5784721375, propagate_backward_time: 95.0776596069, weight_update_time: 0.1559921503, other_time: 4.5056686401
epoch time: 13.1998319626s, input_fired_time: 0.2332760990, output_fired_time: 0.0000000000, propagate_forward_time: 12.0775794983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8889760971
validation[          , genome  6997] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       891.03192, best error:       826.86682 on epoch:    15, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 166.0586547852s, input_fired_time: 2.4084615707, output_fired_time: 1.8072042465, propagate_forward_time: 61.5315895081, propagate_backward_time: 96.2995071411, weight_update_time: 0.1564500630, other_time: 4.0118942261
epoch time: 13.7417211533s, input_fired_time: 0.2389691174, output_fired_time: 0.0000000000, propagate_forward_time: 12.5993623734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9033899307
validation[          , genome  6997] predictions:    9723/  10000 (97.23%), best:    9743/10000 (97.43%), error:       892.17822, best error:       826.86682 on epoch:    15, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 165.9638366699s, input_fired_time: 3.1631159782, output_fired_time: 2.5552663803, propagate_forward_time: 62.3153419495, propagate_backward_time: 93.1722717285, weight_update_time: 0.1558888555, other_time: 4.7578430176
epoch time: 13.3583908081s, input_fired_time: 0.2321103960, output_fired_time: 0.0000000000, propagate_forward_time: 11.7264394760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3998413086
validation[          , genome  6997] predictions:    9464/  10000 (94.64%), best:    9743/10000 (97.43%), error:      1651.58740, best error:       826.86682 on epoch:    15, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 166.1056671143s, input_fired_time: 1.9088205099, output_fired_time: 2.5546731949, propagate_forward_time: 63.8946647644, propagate_backward_time: 92.2456817627, weight_update_time: 0.1565668434, other_time: 5.5018310547
epoch time: 13.5337944031s, input_fired_time: 0.2356904149, output_fired_time: 0.0000000000, propagate_forward_time: 11.8963232040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4017810822
validation[          , genome  6997] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       753.77936, best error:       753.77936 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 166.7498626709s, input_fired_time: 2.4166696072, output_fired_time: 2.5703721046, propagate_forward_time: 64.7827758789, propagate_backward_time: 91.7359848022, weight_update_time: 0.1560705453, other_time: 5.2440567017
epoch time: 13.6021261215s, input_fired_time: 0.2372247279, output_fired_time: 0.0000000000, propagate_forward_time: 12.7199354172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449661255
validation[          , genome  6997] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       855.27081, best error:       753.77936 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 165.1818695068s, input_fired_time: 3.1589961052, output_fired_time: 3.8011522293, propagate_forward_time: 63.1652526855, propagate_backward_time: 91.3149414063, weight_update_time: 0.1555343121, other_time: 3.7415313721
epoch time: 13.6510915756s, input_fired_time: 0.4859635830, output_fired_time: 0.0000000000, propagate_forward_time: 12.2705163956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8946113586
validation[          , genome  6997] predictions:    9734/  10000 (97.34%), best:    9772/10000 (97.72%), error:       828.59882, best error:       753.77936 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 165.3902893066s, input_fired_time: 2.6622877121, output_fired_time: 2.0555183887, propagate_forward_time: 61.1360206604, propagate_backward_time: 95.0480422974, weight_update_time: 0.1552639455, other_time: 4.4884262085
epoch time: 13.2679567337s, input_fired_time: 0.2356601655, output_fired_time: 0.0000000000, propagate_forward_time: 11.8897628784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1425333023
validation[          , genome  6997] predictions:    9687/  10000 (96.87%), best:    9772/10000 (97.72%), error:       947.59680, best error:       753.77936 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 166.0326843262s, input_fired_time: 2.4079089165, output_fired_time: 2.3045988083, propagate_forward_time: 63.8978080750, propagate_backward_time: 91.9179153442, weight_update_time: 0.1562036276, other_time: 5.5044479370
epoch time: 13.6691055298s, input_fired_time: 0.2356837243, output_fired_time: 0.0000000000, propagate_forward_time: 12.5308980942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9025239944
validation[          , genome  6997] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       818.62970, best error:       753.77936 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.9985961914s, input_fired_time: 2.1756479740, output_fired_time: 2.0713393688, propagate_forward_time: 62.4596519470, propagate_backward_time: 95.2791137695, weight_update_time: 0.1561273932, other_time: 5.0128479004
epoch time: 13.3401517868s, input_fired_time: 0.4854381084, output_fired_time: 0.0000000000, propagate_forward_time: 12.2086782455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460351944
validation[          , genome  6997] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       824.12292, best error:       753.77936 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.5732574463s, input_fired_time: 2.6675236225, output_fired_time: 3.0552115440, propagate_forward_time: 60.9675483704, propagate_backward_time: 94.3997039795, weight_update_time: 0.1552577466, other_time: 4.4832763672
epoch time: 13.2594995499s, input_fired_time: 0.2344975621, output_fired_time: 0.0000000000, propagate_forward_time: 11.8769912720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1480102539
validation[          , genome  6997] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       869.18671, best error:       753.77936 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 165.7450714111s, input_fired_time: 2.4166531563, output_fired_time: 2.8073146343, propagate_forward_time: 57.3264617920, propagate_backward_time: 98.9483947754, weight_update_time: 0.1552209258, other_time: 4.2462463379
epoch time: 13.3752317429s, input_fired_time: 0.2378152162, output_fired_time: 0.0000000000, propagate_forward_time: 11.9896707535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1477460861
validation[          , genome  6997] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       836.34735, best error:       753.77936 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 165.9096221924s, input_fired_time: 2.4212212563, output_fired_time: 2.3109321594, propagate_forward_time: 63.8394279480, propagate_backward_time: 92.3490142822, weight_update_time: 0.4053247869, other_time: 4.9890289307
epoch time: 13.7219657898s, input_fired_time: 0.4885164201, output_fired_time: 0.0000000000, propagate_forward_time: 12.5800285339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534204483
validation[          , genome  6997] predictions:    9717/  10000 (97.17%), best:    9772/10000 (97.72%), error:       903.00684, best error:       753.77936 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 165.5143737793s, input_fired_time: 2.1566801071, output_fired_time: 2.5603337288, propagate_forward_time: 61.7842063904, propagate_backward_time: 93.2782821655, weight_update_time: 0.1546370834, other_time: 5.7348709106
epoch time: 13.6245803833s, input_fired_time: 0.2318937927, output_fired_time: 0.0000000000, propagate_forward_time: 12.7495641708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431226730
validation[          , genome  6997] predictions:    9702/  10000 (97.02%), best:    9772/10000 (97.72%), error:       966.76392, best error:       753.77936 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 166.3128509521s, input_fired_time: 2.6662275791, output_fired_time: 2.3020989895, propagate_forward_time: 62.7146949768, propagate_backward_time: 94.3874588013, weight_update_time: 0.4046269953, other_time: 4.2423782349
epoch time: 13.2718400955s, input_fired_time: 0.2322251797, output_fired_time: 0.0000000000, propagate_forward_time: 12.3919610977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476535797
validation[          , genome  6997] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       783.02765, best error:       753.77936 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 169.1162567139s, input_fired_time: 2.1943628788, output_fired_time: 2.3453409672, propagate_forward_time: 60.3347740173, propagate_backward_time: 98.9682312012, weight_update_time: 0.1571373641, other_time: 5.2735443115
epoch time: 14.5796394348s, input_fired_time: 0.2547428012, output_fired_time: 0.0000000000, propagate_forward_time: 13.1543655396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1705312729
validation[          , genome  6997] predictions:    9693/  10000 (96.93%), best:    9772/10000 (97.72%), error:       976.33093, best error:       753.77936 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 176.0882263184s, input_fired_time: 2.4967236519, output_fired_time: 2.4068896770, propagate_forward_time: 66.8752822876, propagate_backward_time: 99.6875686646, weight_update_time: 0.4120471478, other_time: 4.6217651367
epoch time: 14.2692432404s, input_fired_time: 0.4966690838, output_fired_time: 0.0000000000, propagate_forward_time: 12.8584709167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9141035080
validation[          , genome  6997] predictions:    9767/  10000 (97.67%), best:    9772/10000 (97.72%), error:       754.80103, best error:       753.77936 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 176.7308807373s, input_fired_time: 2.5046594143, output_fired_time: 2.1699182987, propagate_forward_time: 67.2596054077, propagate_backward_time: 99.9371261597, weight_update_time: 0.4132549763, other_time: 4.8595733643
epoch time: 14.3707437515s, input_fired_time: 0.2486799955, output_fired_time: 0.0000000000, propagate_forward_time: 13.4493083954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6727552414
validation[          , genome  6997] predictions:    9691/  10000 (96.91%), best:    9772/10000 (97.72%), error:       995.18469, best error:       753.77936 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 175.7825469971s, input_fired_time: 2.4970235825, output_fired_time: 2.9191198349, propagate_forward_time: 65.5208511353, propagate_backward_time: 99.4945373535, weight_update_time: 0.4149120152, other_time: 5.3510208130
epoch time: 14.5765113831s, input_fired_time: 0.2506373823, output_fired_time: 0.0000000000, propagate_forward_time: 13.6560564041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698179245
validation[          , genome  6997] predictions:    9748/  10000 (97.48%), best:    9772/10000 (97.72%), error:       824.09332, best error:       753.77936 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 176.5064086914s, input_fired_time: 2.5021312237, output_fired_time: 2.6699314117, propagate_forward_time: 65.5770187378, propagate_backward_time: 101.6239852905, weight_update_time: 0.1625115126, other_time: 4.1333312988
epoch time: 14.2813987732s, input_fired_time: 0.2502548397, output_fired_time: 0.0000000000, propagate_forward_time: 12.8655214310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1656227112
validation[          , genome  6997] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       782.01849, best error:       753.77936 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 176.3890533447s, input_fired_time: 2.0030963421, output_fired_time: 2.6587400436, propagate_forward_time: 67.0355682373, propagate_backward_time: 100.0768585205, weight_update_time: 0.4135007560, other_time: 4.6147918701
epoch time: 14.2315740585s, input_fired_time: 0.2487552464, output_fired_time: 0.0000000000, propagate_forward_time: 13.0687551498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9140634537
validation[          , genome  6997] predictions:    9722/  10000 (97.22%), best:    9772/10000 (97.72%), error:       914.59656, best error:       753.77936 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 176.4592590332s, input_fired_time: 2.2515158653, output_fired_time: 2.6825544834, propagate_forward_time: 67.6637725830, propagate_backward_time: 99.2528076172, weight_update_time: 0.1616981030, other_time: 4.6086120605
epoch time: 14.2723817825s, input_fired_time: 0.2494584769, output_fired_time: 0.0000000000, propagate_forward_time: 13.1038103104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9191131592
validation[          , genome  6997] predictions:    9726/  10000 (97.26%), best:    9772/10000 (97.72%), error:       887.06744, best error:       753.77936 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 176.2585906982s, input_fired_time: 2.5223491192, output_fired_time: 2.1649813652, propagate_forward_time: 65.9266433716, propagate_backward_time: 100.5118484497, weight_update_time: 0.4129934311, other_time: 5.1327667236
epoch time: 14.2360296249s, input_fired_time: 0.2494005710, output_fired_time: 0.0000000000, propagate_forward_time: 13.0701017380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9165277481
validation[          , genome  6997] predictions:    9767/  10000 (97.67%), best:    9772/10000 (97.72%), error:       758.65369, best error:       753.77936 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 174.6913757324s, input_fired_time: 3.0200247765, output_fired_time: 2.6564950943, propagate_forward_time: 64.6103744507, propagate_backward_time: 99.3097152710, weight_update_time: 0.1610148698, other_time: 5.0947723389
epoch time: 14.2698917389s, input_fired_time: 0.2504202425, output_fired_time: 0.0000000000, propagate_forward_time: 13.1025142670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9169569016
validation[          , genome  6997] predictions:    9738/  10000 (97.38%), best:    9772/10000 (97.72%), error:       833.70270, best error:       753.77936 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 174.8125000000s, input_fired_time: 2.7339463234, output_fired_time: 3.8974332809, propagate_forward_time: 64.4875793457, propagate_backward_time: 99.3337402344, weight_update_time: 0.1609990150, other_time: 4.3598022461
epoch time: 14.5626630783s, input_fired_time: 0.4991361201, output_fired_time: 0.0000000000, propagate_forward_time: 13.3949728012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6685543060
validation[          , genome  6997] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       832.33453, best error:       753.77936 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 175.1731262207s, input_fired_time: 3.2598729134, output_fired_time: 2.6537091732, propagate_forward_time: 64.6840744019, propagate_backward_time: 100.4477996826, weight_update_time: 0.1717560440, other_time: 4.1276779175
epoch time: 14.5099296570s, input_fired_time: 0.4991488159, output_fired_time: 0.0000000000, propagate_forward_time: 13.3448314667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659498215
validation[          , genome  6997] predictions:    9734/  10000 (97.34%), best:    9772/10000 (97.72%), error:       890.67206, best error:       753.77936 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 175.1908721924s, input_fired_time: 2.2494177818, output_fired_time: 2.6544005871, propagate_forward_time: 65.5491943359, propagate_backward_time: 99.8771286011, weight_update_time: 0.1615868658, other_time: 4.8607254028
epoch time: 14.2331514359s, input_fired_time: 0.2483706176, output_fired_time: 0.0000000000, propagate_forward_time: 13.3192358017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655454636
validation[          , genome  6997] predictions:    9701/  10000 (97.01%), best:    9772/10000 (97.72%), error:       959.12329, best error:       753.77936 on epoch:    35, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 175.4697113037s, input_fired_time: 3.0175096989, output_fired_time: 2.6632447243, propagate_forward_time: 64.9770278931, propagate_backward_time: 99.4393463135, weight_update_time: 0.1630046219, other_time: 5.3725814819
epoch time: 14.2416639328s, input_fired_time: 0.2522809207, output_fired_time: 0.0000000000, propagate_forward_time: 13.0708208084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9185619354
validation[          , genome  6997] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       865.84583, best error:       753.77936 on epoch:    35, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 176.0402832031s, input_fired_time: 3.2550420761, output_fired_time: 2.4200370312, propagate_forward_time: 64.8329696655, propagate_backward_time: 99.9078369141, weight_update_time: 0.1623414010, other_time: 5.6243972778
epoch time: 14.2502660751s, input_fired_time: 0.2527019382, output_fired_time: 0.0000000000, propagate_forward_time: 13.0847291946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9128351212
validation[          , genome  6997] predictions:    9764/  10000 (97.64%), best:    9772/10000 (97.72%), error:       782.71338, best error:       753.77936 on epoch:    35, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 175.2044677734s, input_fired_time: 2.0166447163, output_fired_time: 2.4025702477, propagate_forward_time: 67.4186248779, propagate_backward_time: 98.7602767944, weight_update_time: 0.1622814387, other_time: 4.6063461304
epoch time: 14.2248964310s, input_fired_time: 0.2511018515, output_fired_time: 0.0000000000, propagate_forward_time: 12.5481252670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4256696701
validation[          , genome  6997] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       792.72095, best error:       753.77936 on epoch:    35, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 175.9963836670s, input_fired_time: 3.5104148388, output_fired_time: 2.4171557426, propagate_forward_time: 64.4590225220, propagate_backward_time: 101.4731445313, weight_update_time: 0.1620018184, other_time: 4.1366348267
epoch time: 14.7104463577s, input_fired_time: 0.2522685230, output_fired_time: 0.0000000000, propagate_forward_time: 13.5276041031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9305734634
validation[          , genome  6997] predictions:    9729/  10000 (97.29%), best:    9772/10000 (97.72%), error:       848.67664, best error:       753.77936 on epoch:    35, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 175.9409332275s, input_fired_time: 2.0194230080, output_fired_time: 2.1585962772, propagate_forward_time: 65.6688156128, propagate_backward_time: 101.7353897095, weight_update_time: 0.1635198444, other_time: 4.3587036133
epoch time: 14.3500204086s, input_fired_time: 0.5033887625, output_fired_time: 0.0000000000, propagate_forward_time: 12.9178991318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9287328720
validation[          , genome  6997] predictions:    9681/  10000 (96.81%), best:    9772/10000 (97.72%), error:      1010.05164, best error:       753.77936 on epoch:    35, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 172.7121734619s, input_fired_time: 2.2352323532, output_fired_time: 2.1263914108, propagate_forward_time: 65.9425888062, propagate_backward_time: 98.3259048462, weight_update_time: 0.1627997160, other_time: 4.0820617676
epoch time: 14.3783550262s, input_fired_time: 0.2582273781, output_fired_time: 0.0000000000, propagate_forward_time: 13.2002096176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9199180603
validation[          , genome  6997] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       791.68555, best error:       753.77936 on epoch:    35, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 174.2362976074s, input_fired_time: 2.7483808994, output_fired_time: 2.3989086151, propagate_forward_time: 65.5385131836, propagate_backward_time: 98.9456176758, weight_update_time: 0.1658045948, other_time: 4.6048736572
epoch time: 14.2606410980s, input_fired_time: 0.2522695065, output_fired_time: 0.0000000000, propagate_forward_time: 13.0904979706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9178733826
validation[          , genome  6997] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       849.15747, best error:       753.77936 on epoch:    35, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 174.9303436279s, input_fired_time: 2.5091183186, output_fired_time: 2.6595044136, propagate_forward_time: 66.5533294678, propagate_backward_time: 98.8618011475, weight_update_time: 0.1628765762, other_time: 4.3465881348
epoch time: 14.1516551971s, input_fired_time: 0.2485329509, output_fired_time: 0.0000000000, propagate_forward_time: 12.7402687073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1628532410
validation[          , genome  6997] predictions:    9771/  10000 (97.71%), best:    9772/10000 (97.72%), error:       757.91217, best error:       753.77936 on epoch:    35, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 175.4596252441s, input_fired_time: 3.0174262524, output_fired_time: 3.6642458439, propagate_forward_time: 66.9877929688, propagate_backward_time: 97.6864242554, weight_update_time: 0.1615219265, other_time: 4.1037368774
epoch time: 14.0858297348s, input_fired_time: 0.2506911457, output_fired_time: 0.0000000000, propagate_forward_time: 12.4215011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4136371613
validation[          , genome  6997] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       845.26678, best error:       753.77936 on epoch:    35, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 174.7536926270s, input_fired_time: 3.0006570816, output_fired_time: 2.1452507973, propagate_forward_time: 65.7923889160, propagate_backward_time: 98.9537734985, weight_update_time: 0.4121686518, other_time: 4.8616256714
epoch time: 14.3406362534s, input_fired_time: 0.2535642684, output_fired_time: 0.0000000000, propagate_forward_time: 13.1672220230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9198503494
validation[          , genome  6997] predictions:    9737/  10000 (97.37%), best:    9772/10000 (97.72%), error:       870.38232, best error:       753.77936 on epoch:    35, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 174.9568939209s, input_fired_time: 3.7641544342, output_fired_time: 2.4014117718, propagate_forward_time: 65.2917404175, propagate_backward_time: 98.1295394897, weight_update_time: 0.1606968641, other_time: 5.3700408936
epoch time: 14.0322971344s, input_fired_time: 0.2492602170, output_fired_time: 0.0000000000, propagate_forward_time: 12.8733806610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9096565247
validation[          , genome  6997] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       751.89191, best error:       751.89191 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.5043334961s, input_fired_time: 1.8195786476, output_fired_time: 1.6357929707, propagate_forward_time: 41.0950698853, propagate_backward_time: 63.6894836426, weight_update_time: 0.1416944563, other_time: 3.2644042969
epoch time: 9.0283279419s, input_fired_time: 0.2221763581, output_fired_time: 0.0000000000, propagate_forward_time: 8.2016372681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045141220
validation[          , genome  6997] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       786.96759, best error:       751.89191 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 112.4028396606s, input_fired_time: 1.8231683969, output_fired_time: 1.6443365812, propagate_forward_time: 41.4737854004, propagate_backward_time: 64.1766815186, weight_update_time: 0.1429681927, other_time: 3.2848739624
epoch time: 8.9972543716s, input_fired_time: 0.2208150327, output_fired_time: 0.0000000000, propagate_forward_time: 8.1799440384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964956284
validation[          , genome  6997] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       786.66260, best error:       751.89191 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.1561355591s, input_fired_time: 1.8166164160, output_fired_time: 1.6225470304, propagate_forward_time: 40.9976119995, propagate_backward_time: 63.4733619690, weight_update_time: 0.1412395388, other_time: 3.2459983826
epoch time: 9.0527858734s, input_fired_time: 0.2236205786, output_fired_time: 0.0000000000, propagate_forward_time: 8.2253885269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6037769318
validation[          , genome  6997] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       749.59473, best error:       749.59473 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 112.1217422485s, input_fired_time: 1.8203473091, output_fired_time: 1.6362731457, propagate_forward_time: 41.1808090210, propagate_backward_time: 64.1995315552, weight_update_time: 0.1428944319, other_time: 3.2847747803
epoch time: 8.9988603592s, input_fired_time: 0.2194573730, output_fired_time: 0.0000000000, propagate_forward_time: 8.1742486954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051540375
validation[          , genome  6997] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       855.11108, best error:       749.59473 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 110.0602569580s, input_fired_time: 1.8087344170, output_fired_time: 1.6136895418, propagate_forward_time: 40.3319778442, propagate_backward_time: 63.0902633667, weight_update_time: 0.1398552656, other_time: 3.2155914307
epoch time: 8.9435577393s, input_fired_time: 0.2230136395, output_fired_time: 0.0000000000, propagate_forward_time: 8.1170034409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035404205
validation[          , genome  6997] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       857.31512, best error:       749.59473 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 108.2768020630s, input_fired_time: 1.7907360792, output_fired_time: 1.5814275742, propagate_forward_time: 39.7434577942, propagate_backward_time: 61.9367027283, weight_update_time: 0.1389288455, other_time: 3.2244758606
epoch time: 8.8220930099s, input_fired_time: 0.2235734314, output_fired_time: 0.0000000000, propagate_forward_time: 7.9959011078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026182175
validation[          , genome  6997] predictions:    9716/  10000 (97.16%), best:    9766/10000 (97.66%), error:       897.99615, best error:       749.59473 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 109.2587509155s, input_fired_time: 1.8087340593, output_fired_time: 1.6048413515, propagate_forward_time: 40.0551033020, propagate_backward_time: 62.5539703369, weight_update_time: 0.1395352036, other_time: 3.2360992432
epoch time: 8.7363462448s, input_fired_time: 0.2192990482, output_fired_time: 0.0000000000, propagate_forward_time: 7.9187655449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982813835
validation[          , genome  6997] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       804.54907, best error:       749.59473 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.7128906250s, input_fired_time: 1.8079996109, output_fired_time: 1.6027112007, propagate_forward_time: 40.2162017822, propagate_backward_time: 62.8298072815, weight_update_time: 0.1395059824, other_time: 3.2561683655
epoch time: 8.7465467453s, input_fired_time: 0.2204462886, output_fired_time: 0.0000000000, propagate_forward_time: 7.9269771576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991230011
validation[          , genome  6997] predictions:    9712/  10000 (97.12%), best:    9766/10000 (97.66%), error:       912.27460, best error:       749.59473 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.8693313599s, input_fired_time: 1.7904003859, output_fired_time: 1.5806603432, propagate_forward_time: 39.6206054688, propagate_backward_time: 61.6580238342, weight_update_time: 0.1386281848, other_time: 3.2196464539
epoch time: 8.5021371841s, input_fired_time: 0.2186230272, output_fired_time: 0.0000000000, propagate_forward_time: 7.6914243698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920896530
validation[          , genome  6997] predictions:    9769/  10000 (97.69%), best:    9766/10000 (97.66%), error:       799.92499, best error:       749.59473 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.8151168823s, input_fired_time: 1.8000203371, output_fired_time: 1.5961288214, propagate_forward_time: 40.0018463135, propagate_backward_time: 62.1936492920, weight_update_time: 0.1391173303, other_time: 3.2234725952
epoch time: 8.9847126007s, input_fired_time: 0.2260712087, output_fired_time: 0.0000000000, propagate_forward_time: 8.1592016220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994396210
validation[          , genome  6997] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       769.68164, best error:       749.59473 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.9389343262s, input_fired_time: 1.8084160089, output_fired_time: 1.6046421528, propagate_forward_time: 40.0390548706, propagate_backward_time: 62.2487754822, weight_update_time: 0.1398214698, other_time: 3.2380409241
epoch time: 8.7436466217s, input_fired_time: 0.2178369313, output_fired_time: 0.0000000000, propagate_forward_time: 7.9314284325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943808556
validation[          , genome  6997] predictions:    9678/  10000 (96.78%), best:    9766/10000 (97.66%), error:       975.29205, best error:       749.59473 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.7111282349s, input_fired_time: 1.7949957848, output_fired_time: 1.5948277712, propagate_forward_time: 39.9602203369, propagate_backward_time: 62.1375999451, weight_update_time: 0.1396360695, other_time: 3.2234840393
epoch time: 8.8924379349s, input_fired_time: 0.2212805748, output_fired_time: 0.0000000000, propagate_forward_time: 8.0682830811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028747559
validation[          , genome  6997] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       709.29028, best error:       709.29028 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 108.7056655884s, input_fired_time: 1.8013499975, output_fired_time: 1.5982776880, propagate_forward_time: 40.0250854492, propagate_backward_time: 62.0521354675, weight_update_time: 0.1389846206, other_time: 3.2288169861
epoch time: 8.8277091980s, input_fired_time: 0.2184145600, output_fired_time: 0.0000000000, propagate_forward_time: 8.0119810104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973138809
validation[          , genome  6997] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       898.75006, best error:       709.29028 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 109.4608535767s, input_fired_time: 1.8126292229, output_fired_time: 1.5925858021, propagate_forward_time: 40.2649002075, propagate_backward_time: 62.5290985107, weight_update_time: 0.1406219453, other_time: 3.2616424561
epoch time: 8.8456850052s, input_fired_time: 0.2217681706, output_fired_time: 0.0000000000, propagate_forward_time: 8.0258111954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981054306
validation[          , genome  6997] predictions:    9713/  10000 (97.13%), best:    9788/10000 (97.88%), error:      1002.81110, best error:       709.29028 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 109.8378219604s, input_fired_time: 1.8223990202, output_fired_time: 1.6014341116, propagate_forward_time: 40.4343490601, propagate_backward_time: 62.7275047302, weight_update_time: 0.1402541995, other_time: 3.2521400452
epoch time: 8.8571043015s, input_fired_time: 0.2219566554, output_fired_time: 0.0000000000, propagate_forward_time: 8.0349035263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002445221
validation[          , genome  6997] predictions:    9749/  10000 (97.49%), best:    9788/10000 (97.88%), error:       837.92816, best error:       709.29028 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.4877014160s, input_fired_time: 1.8034266233, output_fired_time: 1.5915001631, propagate_forward_time: 39.6803283691, propagate_backward_time: 62.1737251282, weight_update_time: 0.1395552009, other_time: 3.2387199402
epoch time: 8.6067657471s, input_fired_time: 0.2203177214, output_fired_time: 0.0000000000, propagate_forward_time: 7.7982387543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882091522
validation[          , genome  6997] predictions:    9170/  10000 (91.70%), best:    9788/10000 (97.88%), error:      2706.65405, best error:       709.29028 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

resetting weights to those on epoch: 80
epoch time: 109.4710159302s, input_fired_time: 1.8252366781, output_fired_time: 1.5982114077, propagate_forward_time: 40.0947303772, propagate_backward_time: 62.7162513733, weight_update_time: 0.1393324286, other_time: 3.2365837097
epoch time: 8.7092313766s, input_fired_time: 0.2223950028, output_fired_time: 0.0000000000, propagate_forward_time: 7.8970704079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897660255
validation[          , genome  6997] predictions:    9649/  10000 (96.49%), best:    9788/10000 (97.88%), error:      1189.17236, best error:       709.29028 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.9122314453s, input_fired_time: 1.8617087603, output_fired_time: 1.6467810869, propagate_forward_time: 41.1320533752, propagate_backward_time: 63.9733695984, weight_update_time: 0.1438152492, other_time: 3.2983131409
epoch time: 9.0238723755s, input_fired_time: 0.2321231961, output_fired_time: 0.0000000000, propagate_forward_time: 8.1787204742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130285263
validation[          , genome  6997] predictions:    9764/  10000 (97.64%), best:    9788/10000 (97.88%), error:       794.81317, best error:       709.29028 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 109.0388946533s, input_fired_time: 1.8225834370, output_fired_time: 1.5982524157, propagate_forward_time: 39.9824409485, propagate_backward_time: 62.3786315918, weight_update_time: 0.1377750039, other_time: 3.2569885254
epoch time: 8.8858757019s, input_fired_time: 0.2250776291, output_fired_time: 0.0000000000, propagate_forward_time: 8.0637998581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969982147
validation[          , genome  6997] predictions:    9779/  10000 (97.79%), best:    9788/10000 (97.88%), error:       756.86359, best error:       709.29028 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 108.9894866943s, input_fired_time: 1.8086253405, output_fired_time: 1.6059790850, propagate_forward_time: 39.9791908264, propagate_backward_time: 62.3509597778, weight_update_time: 0.1401036680, other_time: 3.2447280884
epoch time: 8.7354946136s, input_fired_time: 0.2230280042, output_fired_time: 0.0000000000, propagate_forward_time: 7.9223761559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900902748
validation[          , genome  6997] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       767.42633, best error:       709.29028 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 109.0342483521s, input_fired_time: 1.8163065910, output_fired_time: 1.6002697945, propagate_forward_time: 39.9144821167, propagate_backward_time: 62.4621467590, weight_update_time: 0.1397436708, other_time: 3.2410392761
epoch time: 8.7337284088s, input_fired_time: 0.2226746082, output_fired_time: 0.0000000000, propagate_forward_time: 7.9133071899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977468491
validation[          , genome  6997] predictions:    9774/  10000 (97.74%), best:    9788/10000 (97.88%), error:       747.90576, best error:       709.29028 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 108.6653518677s, input_fired_time: 1.8102623224, output_fired_time: 1.5933508873, propagate_forward_time: 39.8302230835, propagate_backward_time: 62.2028427124, weight_update_time: 0.1386440694, other_time: 3.2286682129
epoch time: 8.5374040604s, input_fired_time: 0.2200099230, output_fired_time: 0.0000000000, propagate_forward_time: 7.7278399467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895543098
validation[          , genome  6997] predictions:    9736/  10000 (97.36%), best:    9788/10000 (97.88%), error:       859.41901, best error:       709.29028 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 157.2087249756s, input_fired_time: 3.4318130016, output_fired_time: 2.2890999317, propagate_forward_time: 59.8692169189, propagate_backward_time: 86.6733627319, weight_update_time: 0.1532199383, other_time: 4.9452438354
epoch time: 13.9553346634s, input_fired_time: 0.2483501285, output_fired_time: 0.0000000000, propagate_forward_time: 12.7982683182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9087162018
validation[          , genome  6997] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       764.04407, best error:       709.29028 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 167.6917877197s, input_fired_time: 3.4742376804, output_fired_time: 3.3262319565, propagate_forward_time: 63.2387466431, propagate_backward_time: 93.3918151855, weight_update_time: 0.4069815874, other_time: 4.2607498169
epoch time: 13.7929191589s, input_fired_time: 0.4985960126, output_fired_time: 0.0000000000, propagate_forward_time: 12.3957786560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8985443115
validation[          , genome  6997] predictions:    9696/  10000 (96.96%), best:    9788/10000 (97.88%), error:       976.59796, best error:       709.29028 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.7921752930s, input_fired_time: 2.7115824223, output_fired_time: 2.0659565926, propagate_forward_time: 65.2260131836, propagate_backward_time: 92.2952499390, weight_update_time: 0.1554768980, other_time: 4.4933700562
epoch time: 13.7323045731s, input_fired_time: 0.2469923794, output_fired_time: 0.0000000000, propagate_forward_time: 12.5848646164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9004478455
validation[          , genome  6997] predictions:    9774/  10000 (97.74%), best:    9788/10000 (97.88%), error:       740.70648, best error:       709.29028 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 167.1916503906s, input_fired_time: 2.4681024551, output_fired_time: 2.0703516006, propagate_forward_time: 63.2216606140, propagate_backward_time: 95.4172134399, weight_update_time: 0.1560782939, other_time: 4.0143051147
epoch time: 13.4198942184s, input_fired_time: 0.2481544763, output_fired_time: 0.0000000000, propagate_forward_time: 12.2722368240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8995027542
validation[          , genome  6997] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       798.02350, best error:       709.29028 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 167.0919494629s, input_fired_time: 2.9714808464, output_fired_time: 3.3180408478, propagate_forward_time: 65.6532974243, propagate_backward_time: 90.1423950195, weight_update_time: 0.1566062868, other_time: 5.0067367554
epoch time: 13.2635269165s, input_fired_time: 0.4961706400, output_fired_time: 0.0000000000, propagate_forward_time: 12.1212139130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6461420059
validation[          , genome  6997] predictions:    9752/  10000 (97.52%), best:    9788/10000 (97.88%), error:       799.54242, best error:       709.29028 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 166.7011413574s, input_fired_time: 2.4715316296, output_fired_time: 2.0605049133, propagate_forward_time: 60.3534393311, propagate_backward_time: 96.3144531250, weight_update_time: 0.1553528756, other_time: 5.5012207031
epoch time: 13.1117153168s, input_fired_time: 0.2402859181, output_fired_time: 0.0000000000, propagate_forward_time: 12.2342538834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6371755600
validation[          , genome  6997] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       740.51135, best error:       709.29028 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 167.5565032959s, input_fired_time: 2.2269179821, output_fired_time: 2.5806412697, propagate_forward_time: 62.5228042603, propagate_backward_time: 95.7178268433, weight_update_time: 0.6561939120, other_time: 4.5083160400
epoch time: 13.6288585663s, input_fired_time: 0.2478180230, output_fired_time: 0.0000000000, propagate_forward_time: 12.4743413925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9066991806
validation[          , genome  6997] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       811.79840, best error:       709.29028 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 167.9750061035s, input_fired_time: 2.2284572124, output_fired_time: 2.8210082054, propagate_forward_time: 61.1536331177, propagate_backward_time: 97.0303039551, weight_update_time: 0.4050405025, other_time: 4.7416000366
epoch time: 13.5908317566s, input_fired_time: 0.2451455891, output_fired_time: 0.0000000000, propagate_forward_time: 12.7059526443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6397333145
validation[          , genome  6997] predictions:    9779/  10000 (97.79%), best:    9788/10000 (97.88%), error:       714.61993, best error:       709.29028 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 167.2040863037s, input_fired_time: 2.7287948132, output_fired_time: 2.5638856888, propagate_forward_time: 63.9241752625, propagate_backward_time: 93.2232818604, weight_update_time: 0.4064230621, other_time: 4.7639465332
epoch time: 13.8022985458s, input_fired_time: 0.2487880737, output_fired_time: 0.0000000000, propagate_forward_time: 12.4041252136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1493854523
validation[          , genome  6997] predictions:    9776/  10000 (97.76%), best:    9788/10000 (97.88%), error:       744.59674, best error:       709.29028 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 175.8367767334s, input_fired_time: 2.2972865105, output_fired_time: 1.9022858143, propagate_forward_time: 66.0130310059, propagate_backward_time: 100.7723922729, weight_update_time: 0.1620561033, other_time: 4.8517837524
epoch time: 14.2702341080s, input_fired_time: 0.2578252852, output_fired_time: 0.0000000000, propagate_forward_time: 13.1000461578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9123630524
validation[          , genome  6997] predictions:    9779/  10000 (97.79%), best:    9788/10000 (97.88%), error:       746.66870, best error:       709.29028 on epoch:    80, 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: 71.7363357544s, input_fired_time: 1.7673031092, output_fired_time: 0.0000000000, propagate_forward_time: 65.5499496460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4190826416
best training[          , genome  6997] predictions:   49623/  50000 (99.25%), best:    9788/10000 (97.88%), error:      1539.66882, best error:       709.29028 on epoch:    80, 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: 14.2091274261s, input_fired_time: 0.2521969378, output_fired_time: 0.0000000000, propagate_forward_time: 12.7948293686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1621007919
   testing[          , genome  6997] predictions:    9810/  10000 (98.10%), best:    9788/10000 (97.88%), error:       669.19208, best error:       709.29028 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:51:37 (6672): called boinc_finish(0)

</stderr_txt>
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