Nameexact_genome_1512568488_43_5556_1
Workunit2599062
Created7 Dec 2017, 15:20:54 UTC
Sent7 Dec 2017, 15:25:46 UTC
Report deadline13 Dec 2017, 21:14:39 UTC
Received8 Dec 2017, 5:10:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time3 hours 17 min 15 sec
CPU time2 hours 58 min 55 sec
Validate stateValid
Credit1,560.57
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.06 MB
Peak swap size156.81 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 propagate_forward_time: 7.1091957092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054397583
validation[          , genome  5556] predictions:    9640/  10000 (96.40%), best:    9664/10000 (96.64%), error:      1189.89233, best error:      1150.73511 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 95.9413757324s, input_fired_time: 0.9320180416, output_fired_time: 0.8393896818, propagate_forward_time: 35.9810066223, propagate_backward_time: 55.3729400635, weight_update_time: 0.1281337887, other_time: 2.8160285950
epoch time: 7.8028769493s, input_fired_time: 0.1168751717, output_fired_time: 0.0000000000, propagate_forward_time: 7.1700453758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159564018
validation[          , genome  5556] predictions:    9487/  10000 (94.87%), best:    9664/10000 (96.64%), error:      1708.29346, best error:      1150.73511 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 96.3511581421s, input_fired_time: 0.9625677466, output_fired_time: 0.8416916728, propagate_forward_time: 36.1574554443, propagate_backward_time: 55.5583648682, weight_update_time: 0.1289803237, other_time: 2.8310775757
epoch time: 7.6966133118s, input_fired_time: 0.1117337644, output_fired_time: 0.0000000000, propagate_forward_time: 7.0807442665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041351318
validation[          , genome  5556] predictions:    9594/  10000 (95.94%), best:    9664/10000 (96.64%), error:      1390.53235, best error:      1150.73511 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 96.4671020508s, input_fired_time: 0.9323176146, output_fired_time: 0.8537312150, propagate_forward_time: 36.1699409485, propagate_backward_time: 55.6752548218, weight_update_time: 0.1298832893, other_time: 2.8358573914
epoch time: 7.7087655067s, input_fired_time: 0.1113982573, output_fired_time: 0.0000000000, propagate_forward_time: 7.0827097893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146574974
validation[          , genome  5556] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1145.42371, best error:      1145.42371 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.5075454712s, input_fired_time: 0.9419803619, output_fired_time: 0.8579993844, propagate_forward_time: 36.5864906311, propagate_backward_time: 56.2674140930, weight_update_time: 0.1292257011, other_time: 2.8536605835
epoch time: 7.8995299339s, input_fired_time: 0.1140378863, output_fired_time: 0.0000000000, propagate_forward_time: 7.2640981674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213937759
validation[          , genome  5556] predictions:    9622/  10000 (96.22%), best:    9650/10000 (96.50%), error:      1223.94714, best error:      1145.42371 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.0128479004s, input_fired_time: 0.9304478765, output_fired_time: 0.8419773579, propagate_forward_time: 36.1014022827, propagate_backward_time: 55.3337821960, weight_update_time: 0.1272851378, other_time: 2.8052330017
epoch time: 7.9004774094s, input_fired_time: 0.1143799871, output_fired_time: 0.0000000000, propagate_forward_time: 7.2714180946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146794319
validation[          , genome  5556] predictions:    9649/  10000 (96.49%), best:    9650/10000 (96.50%), error:      1195.08118, best error:      1145.42371 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.5133438110s, input_fired_time: 0.9344609380, output_fired_time: 0.8494797349, propagate_forward_time: 36.2568778992, propagate_backward_time: 55.6372375488, weight_update_time: 0.1286613345, other_time: 2.8352851868
epoch time: 7.8792452812s, input_fired_time: 0.1133582443, output_fired_time: 0.0000000000, propagate_forward_time: 7.2488799095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170073509
validation[          , genome  5556] predictions:    9631/  10000 (96.31%), best:    9650/10000 (96.50%), error:      1195.08447, best error:      1145.42371 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 96.1969223022s, input_fired_time: 0.9387699962, output_fired_time: 0.8431398273, propagate_forward_time: 36.1140022278, propagate_backward_time: 55.4680442810, weight_update_time: 0.1281445026, other_time: 2.8329696655
epoch time: 8.0325555801s, input_fired_time: 0.1163870767, output_fired_time: 0.0000000000, propagate_forward_time: 7.3888235092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273451805
validation[          , genome  5556] predictions:    9636/  10000 (96.36%), best:    9650/10000 (96.50%), error:      1190.07324, best error:      1145.42371 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 96.7220611572s, input_fired_time: 0.9391929507, output_fired_time: 0.8500033021, propagate_forward_time: 36.2614669800, propagate_backward_time: 55.8308029175, weight_update_time: 0.1298720986, other_time: 2.8405914307
epoch time: 8.1545467377s, input_fired_time: 0.1178047433, output_fired_time: 0.0000000000, propagate_forward_time: 7.5192914009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174508095
validation[          , genome  5556] predictions:    9626/  10000 (96.26%), best:    9650/10000 (96.50%), error:      1203.03699, best error:      1145.42371 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.6324844360s, input_fired_time: 0.9388729334, output_fired_time: 0.8401297331, propagate_forward_time: 35.9275016785, propagate_backward_time: 55.1034622192, weight_update_time: 0.1282721162, other_time: 2.8225212097
epoch time: 7.7560806274s, input_fired_time: 0.1130934730, output_fired_time: 0.0000000000, propagate_forward_time: 7.1317806244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112066269
validation[          , genome  5556] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1130.63049, best error:      1130.63049 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 95.3771743774s, input_fired_time: 0.9323328137, output_fired_time: 0.8370813131, propagate_forward_time: 35.6638488770, propagate_backward_time: 55.1289749146, weight_update_time: 0.1282837987, other_time: 2.8149337769
epoch time: 7.8235445023s, input_fired_time: 0.1136425361, output_fired_time: 0.0000000000, propagate_forward_time: 7.1923666000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175352097
validation[          , genome  5556] predictions:    9622/  10000 (96.22%), best:    9672/10000 (96.72%), error:      1231.14648, best error:      1130.63049 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.5655441284s, input_fired_time: 0.9321309924, output_fired_time: 0.8402837515, propagate_forward_time: 35.8859672546, propagate_backward_time: 55.1063194275, weight_update_time: 0.1284245700, other_time: 2.8008422852
epoch time: 7.7416701317s, input_fired_time: 0.1149935573, output_fired_time: 0.0000000000, propagate_forward_time: 7.1164593697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102171898
validation[          , genome  5556] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1155.79346, best error:      1130.63049 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.9304199219s, input_fired_time: 0.9388518333, output_fired_time: 0.8378499746, propagate_forward_time: 36.0159034729, propagate_backward_time: 55.3043594360, weight_update_time: 0.1279760301, other_time: 2.8334541321
epoch time: 7.8975100517s, input_fired_time: 0.1139753759, output_fired_time: 0.0000000000, propagate_forward_time: 7.2629122734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206222534
validation[          , genome  5556] predictions:    9634/  10000 (96.34%), best:    9672/10000 (96.72%), error:      1255.34375, best error:      1130.63049 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 96.8845596313s, input_fired_time: 0.9397260547, output_fired_time: 0.8515645862, propagate_forward_time: 36.3393783569, propagate_backward_time: 55.9057617188, weight_update_time: 0.1287729740, other_time: 2.8481292725
epoch time: 8.0705118179s, input_fired_time: 0.1170646623, output_fired_time: 0.0000000000, propagate_forward_time: 7.4315381050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219092369
validation[          , genome  5556] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:      1034.25659, best error:      1034.25659 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 96.3765335083s, input_fired_time: 0.9390035272, output_fired_time: 0.8482813835, propagate_forward_time: 36.1683883667, propagate_backward_time: 55.5822677612, weight_update_time: 0.1295529306, other_time: 2.8385925293
epoch time: 7.8370032310s, input_fired_time: 0.1159200445, output_fired_time: 0.0000000000, propagate_forward_time: 7.2059473991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151357651
validation[          , genome  5556] predictions:    9644/  10000 (96.44%), best:    9716/10000 (97.16%), error:      1175.40601, best error:      1034.25659 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 96.6738891602s, input_fired_time: 0.9367650747, output_fired_time: 0.8507671356, propagate_forward_time: 36.2714080811, propagate_backward_time: 55.8007354736, weight_update_time: 0.1286213547, other_time: 2.8142089844
epoch time: 7.7691431046s, input_fired_time: 0.1160004362, output_fired_time: 0.0000000000, propagate_forward_time: 7.1346645355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184779167
validation[          , genome  5556] predictions:    9672/  10000 (96.72%), best:    9716/10000 (97.16%), error:      1042.21802, best error:      1034.25659 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.1713714600s, input_fired_time: 0.9347963333, output_fired_time: 0.8579258919, propagate_forward_time: 35.9609451294, propagate_backward_time: 55.6011314392, weight_update_time: 0.1279729754, other_time: 2.8165702820
epoch time: 7.8405065536s, input_fired_time: 0.1246439070, output_fired_time: 0.0000000000, propagate_forward_time: 7.2092037201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066590309
validation[          , genome  5556] predictions:    9650/  10000 (96.50%), best:    9716/10000 (97.16%), error:      1141.18738, best error:      1034.25659 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 96.5863952637s, input_fired_time: 0.9371135831, output_fired_time: 0.8544991016, propagate_forward_time: 36.2713241577, propagate_backward_time: 55.6966552734, weight_update_time: 0.1291724294, other_time: 2.8268051147
epoch time: 7.8273921013s, input_fired_time: 0.1145633683, output_fired_time: 0.0000000000, propagate_forward_time: 7.1930708885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197577477
validation[          , genome  5556] predictions:    9596/  10000 (95.96%), best:    9716/10000 (97.16%), error:      1325.18286, best error:      1034.25659 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 96.7613677979s, input_fired_time: 0.9409354329, output_fired_time: 0.8487612605, propagate_forward_time: 36.2862777710, propagate_backward_time: 55.8554992676, weight_update_time: 0.1290315390, other_time: 2.8298950195
epoch time: 7.8818750381s, input_fired_time: 0.1150027737, output_fired_time: 0.0000000000, propagate_forward_time: 7.2528958321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139765739
validation[          , genome  5556] predictions:    9665/  10000 (96.65%), best:    9716/10000 (97.16%), error:      1066.65625, best error:      1034.25659 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 95.5799713135s, input_fired_time: 0.9395179749, output_fired_time: 0.8499484062, propagate_forward_time: 35.8486289978, propagate_backward_time: 55.1235694885, weight_update_time: 0.1275898665, other_time: 2.8183135986
epoch time: 7.8712186813s, input_fired_time: 0.1164895743, output_fired_time: 0.0000000000, propagate_forward_time: 7.2479743958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067548752
validation[          , genome  5556] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:      1001.46576, best error:      1001.46576 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 96.2668991089s, input_fired_time: 0.9429617524, output_fired_time: 0.8457843661, propagate_forward_time: 36.1237182617, propagate_backward_time: 55.5335769653, weight_update_time: 0.1287181377, other_time: 2.8208541870
epoch time: 7.7861485481s, input_fired_time: 0.1145771593, output_fired_time: 0.0000000000, propagate_forward_time: 7.1654248238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061464310
validation[          , genome  5556] predictions:    9595/  10000 (95.95%), best:    9707/10000 (97.07%), error:      1317.24475, best error:      1001.46576 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 96.6243286133s, input_fired_time: 0.9471687078, output_fired_time: 0.8501421213, propagate_forward_time: 36.2110176086, propagate_backward_time: 55.7890815735, weight_update_time: 0.1289225072, other_time: 2.8269195557
epoch time: 7.6436553001s, input_fired_time: 0.1123308539, output_fired_time: 0.0000000000, propagate_forward_time: 7.0150389671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162854195
validation[          , genome  5556] predictions:    9684/  10000 (96.84%), best:    9707/10000 (97.07%), error:      1092.89355, best error:      1001.46576 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 103.3511352539s, input_fired_time: 0.9510623217, output_fired_time: 0.8660412431, propagate_forward_time: 38.9165611267, propagate_backward_time: 59.5146827698, weight_update_time: 0.1304660887, other_time: 3.1027832031
epoch time: 12.3463325500s, input_fired_time: 0.1304788291, output_fired_time: 0.0000000000, propagate_forward_time: 11.6578207016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580329895
validation[          , genome  5556] predictions:    9601/  10000 (96.01%), best:    9707/10000 (97.07%), error:      1324.49951, best error:      1001.46576 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 151.8670501709s, input_fired_time: 1.0515463352, output_fired_time: 1.7466756105, propagate_forward_time: 58.2060585022, propagate_backward_time: 86.5256500244, weight_update_time: 0.1466987133, other_time: 4.3371276855
epoch time: 12.4101409912s, input_fired_time: 0.3816330433, output_fired_time: 0.0000000000, propagate_forward_time: 11.4691963196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593118668
validation[          , genome  5556] predictions:    9670/  10000 (96.70%), best:    9707/10000 (97.07%), error:      1068.41394, best error:      1001.46576 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.9297943115s, input_fired_time: 1.0524922609, output_fired_time: 1.2320340872, propagate_forward_time: 56.0993499756, propagate_backward_time: 88.4507598877, weight_update_time: 0.1476800144, other_time: 4.0951538086
epoch time: 12.6953067780s, input_fired_time: 0.1324147284, output_fired_time: 0.0000000000, propagate_forward_time: 11.5071096420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0557823181
validation[          , genome  5556] predictions:    9703/  10000 (97.03%), best:    9707/10000 (97.07%), error:      1024.16870, best error:      1001.46576 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 144.6222534180s, input_fired_time: 1.7622894049, output_fired_time: 0.9437487125, propagate_forward_time: 55.8561973572, propagate_backward_time: 82.5362854004, weight_update_time: 0.3925916255, other_time: 3.5237274170
epoch time: 11.7578468323s, input_fired_time: 0.1247965395, output_fired_time: 0.0000000000, propagate_forward_time: 11.0877895355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452604294
validation[          , genome  5556] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       984.09662, best error:       984.09662 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 142.2991790771s, input_fired_time: 1.7522097826, output_fired_time: 0.9353365898, propagate_forward_time: 53.6845664978, propagate_backward_time: 81.9490890503, weight_update_time: 0.1397309601, other_time: 3.9779739380
epoch time: 11.2458782196s, input_fired_time: 0.3739682138, output_fired_time: 0.0000000000, propagate_forward_time: 9.8406333923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0312767029
validation[          , genome  5556] predictions:    9662/  10000 (96.62%), best:    9721/10000 (97.21%), error:      1181.69031, best error:       984.09662 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.7324676514s, input_fired_time: 2.0073163509, output_fired_time: 1.1883320808, propagate_forward_time: 53.7546730042, propagate_backward_time: 82.7858200073, weight_update_time: 0.1405252218, other_time: 2.9963302612
epoch time: 11.8629074097s, input_fired_time: 0.1259525120, output_fired_time: 0.0000000000, propagate_forward_time: 11.1901960373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467586517
validation[          , genome  5556] predictions:    9713/  10000 (97.13%), best:    9721/10000 (97.21%), error:       989.62244, best error:       984.09662 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.4440155029s, input_fired_time: 1.5052367449, output_fired_time: 1.4362374544, propagate_forward_time: 55.0766601563, propagate_backward_time: 82.1703338623, weight_update_time: 0.1413011849, other_time: 3.2555541992
epoch time: 11.7796773911s, input_fired_time: 0.1258434057, output_fired_time: 0.0000000000, propagate_forward_time: 10.8656215668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7882127762
validation[          , genome  5556] predictions:    9675/  10000 (96.75%), best:    9721/10000 (97.21%), error:      1148.68042, best error:       984.09662 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 142.4162597656s, input_fired_time: 1.2505586147, output_fired_time: 1.4299449921, propagate_forward_time: 53.8573341370, propagate_backward_time: 82.1427688599, weight_update_time: 0.1398558468, other_time: 3.7356491089
epoch time: 11.7261629105s, input_fired_time: 0.1248369887, output_fired_time: 0.0000000000, propagate_forward_time: 10.8122797012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7890462875
validation[          , genome  5556] predictions:    9711/  10000 (97.11%), best:    9721/10000 (97.21%), error:       984.23352, best error:       984.09662 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 143.4879913330s, input_fired_time: 1.0067144632, output_fired_time: 1.1924934387, propagate_forward_time: 55.1014518738, propagate_backward_time: 82.1865921021, weight_update_time: 0.1407234967, other_time: 4.0007400513
epoch time: 11.3051986694s, input_fired_time: 0.6241235733, output_fired_time: 0.0000000000, propagate_forward_time: 10.1463985443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346765518
validation[          , genome  5556] predictions:    9653/  10000 (96.53%), best:    9721/10000 (97.21%), error:      1163.79260, best error:       984.09662 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.4342193604s, input_fired_time: 1.5084710121, output_fired_time: 1.1919251680, propagate_forward_time: 52.6288757324, propagate_backward_time: 84.3567962646, weight_update_time: 0.1410107464, other_time: 3.7481536865
epoch time: 11.4083213806s, input_fired_time: 0.1240826175, output_fired_time: 0.0000000000, propagate_forward_time: 10.7445850372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396537781
validation[          , genome  5556] predictions:    9642/  10000 (96.42%), best:    9721/10000 (97.21%), error:      1212.77954, best error:       984.09662 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 142.8536071777s, input_fired_time: 1.2536382675, output_fired_time: 0.9316024184, propagate_forward_time: 52.9872474670, propagate_backward_time: 83.4189834595, weight_update_time: 0.6422904730, other_time: 4.2621536255
epoch time: 11.7118682861s, input_fired_time: 0.1251356304, output_fired_time: 0.0000000000, propagate_forward_time: 10.7958211899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7909116745
validation[          , genome  5556] predictions:    9655/  10000 (96.55%), best:    9721/10000 (97.21%), error:      1078.89685, best error:       984.09662 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 143.0586090088s, input_fired_time: 1.2580287457, output_fired_time: 0.9287930727, propagate_forward_time: 54.7258338928, propagate_backward_time: 82.1554718018, weight_update_time: 0.1409686655, other_time: 3.9904937744
epoch time: 11.2352390289s, input_fired_time: 0.1231832802, output_fired_time: 0.0000000000, propagate_forward_time: 10.5788507462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332050323
validation[          , genome  5556] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       971.29987, best error:       971.29987 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 143.9081878662s, input_fired_time: 1.0106096268, output_fired_time: 1.1895134449, propagate_forward_time: 59.2993278503, propagate_backward_time: 77.9073715210, weight_update_time: 0.1426993012, other_time: 4.5013656616
epoch time: 11.7378263474s, input_fired_time: 0.1247980148, output_fired_time: 0.0000000000, propagate_forward_time: 10.5701704025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0428581238
validation[          , genome  5556] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       942.55811, best error:       942.55811 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 142.4953460693s, input_fired_time: 1.5060755014, output_fired_time: 1.1823176146, propagate_forward_time: 54.4713020325, propagate_backward_time: 80.5866241455, weight_update_time: 0.1410922557, other_time: 4.7490386963
epoch time: 11.7486391068s, input_fired_time: 0.1256006062, output_fired_time: 0.0000000000, propagate_forward_time: 10.5773077011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0457305908
validation[          , genome  5556] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       919.35065, best error:       919.35065 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.0229492188s, input_fired_time: 1.2572443485, output_fired_time: 2.1818392277, propagate_forward_time: 57.0461044312, propagate_backward_time: 78.5410156250, weight_update_time: 0.1416032761, other_time: 3.9967422485
epoch time: 11.4038705826s, input_fired_time: 0.3745900393, output_fired_time: 0.0000000000, propagate_forward_time: 10.2345237732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7947568893
validation[          , genome  5556] predictions:    9655/  10000 (96.55%), best:    9727/10000 (97.27%), error:      1089.60938, best error:       919.35065 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 143.7778778076s, input_fired_time: 2.0101158619, output_fired_time: 0.9428171515, propagate_forward_time: 54.5318412781, propagate_backward_time: 82.0339889526, weight_update_time: 0.1420365572, other_time: 4.2591171265
epoch time: 11.6673231125s, input_fired_time: 0.1243940666, output_fired_time: 0.0000000000, propagate_forward_time: 11.0059442520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369844437
validation[          , genome  5556] predictions:    9630/  10000 (96.30%), best:    9727/10000 (97.27%), error:      1209.35547, best error:       919.35065 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 142.5787200928s, input_fired_time: 2.0070331097, output_fired_time: 1.1813162565, propagate_forward_time: 56.8147163391, propagate_backward_time: 78.5829544067, weight_update_time: 0.1408002824, other_time: 3.9926986694
epoch time: 11.7600955963s, input_fired_time: 0.3760023117, output_fired_time: 0.0000000000, propagate_forward_time: 10.8419837952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421094894
validation[          , genome  5556] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       966.67053, best error:       919.35065 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 143.0790100098s, input_fired_time: 1.2591147423, output_fired_time: 1.4350332022, propagate_forward_time: 52.6590232849, propagate_backward_time: 83.7303466797, weight_update_time: 0.1409129202, other_time: 3.9954986572
epoch time: 11.6919994354s, input_fired_time: 0.1254602820, output_fired_time: 0.0000000000, propagate_forward_time: 10.5254049301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0411338806
validation[          , genome  5556] predictions:    9695/  10000 (96.95%), best:    9727/10000 (97.27%), error:      1029.65515, best error:       919.35065 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.5481567383s, input_fired_time: 1.2661358118, output_fired_time: 1.1848937273, propagate_forward_time: 54.4628868103, propagate_backward_time: 82.3860778809, weight_update_time: 0.1409933269, other_time: 4.2481689453
epoch time: 11.3979072571s, input_fired_time: 0.1241645887, output_fired_time: 0.0000000000, propagate_forward_time: 10.7339172363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398254395
validation[          , genome  5556] predictions:    9665/  10000 (96.65%), best:    9727/10000 (97.27%), error:      1070.62341, best error:       919.35065 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 143.1818084717s, input_fired_time: 1.2550539970, output_fired_time: 1.1880503893, propagate_forward_time: 53.6099319458, propagate_backward_time: 83.1305923462, weight_update_time: 0.1414707303, other_time: 3.9981842041
epoch time: 11.4955968857s, input_fired_time: 0.1270135939, output_fired_time: 0.0000000000, propagate_forward_time: 10.5797138214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7888698578
validation[          , genome  5556] predictions:    9692/  10000 (96.92%), best:    9727/10000 (97.27%), error:      1092.14563, best error:       919.35065 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 130.4201965332s, input_fired_time: 1.7371157408, output_fired_time: 1.6567614079, propagate_forward_time: 50.7380104065, propagate_backward_time: 72.5882339478, weight_update_time: 0.1375598162, other_time: 3.7000656128
epoch time: 7.6417350769s, input_fired_time: 0.1163999140, output_fired_time: 0.0000000000, propagate_forward_time: 7.0086531639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166821480
validation[          , genome  5556] predictions:    9689/  10000 (96.89%), best:    9727/10000 (97.27%), error:       984.75922, best error:       919.35065 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 95.9534759521s, input_fired_time: 0.9548110962, output_fired_time: 0.8576714993, propagate_forward_time: 36.0064773560, propagate_backward_time: 55.2387428284, weight_update_time: 0.1352863908, other_time: 2.8957710266
epoch time: 7.6500234604s, input_fired_time: 0.1147400290, output_fired_time: 0.0000000000, propagate_forward_time: 7.0267663002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085172653
validation[          , genome  5556] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       938.41827, best error:       919.35065 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.5991439819s, input_fired_time: 0.9451584220, output_fired_time: 0.8385846615, propagate_forward_time: 35.4477653503, propagate_backward_time: 54.5219078064, weight_update_time: 0.1258567870, other_time: 2.8457260132
epoch time: 7.8800139427s, input_fired_time: 0.1198630333, output_fired_time: 0.0000000000, propagate_forward_time: 7.2373905182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227603912
validation[          , genome  5556] predictions:    9699/  10000 (96.99%), best:    9727/10000 (97.27%), error:       982.64343, best error:       919.35065 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 96.2551116943s, input_fired_time: 0.9663642645, output_fired_time: 0.8466357589, propagate_forward_time: 36.0078468323, propagate_backward_time: 55.5540695190, weight_update_time: 0.1308225393, other_time: 2.8801994324
epoch time: 7.8738045692s, input_fired_time: 0.1229584441, output_fired_time: 0.0000000000, propagate_forward_time: 7.2181386948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327072144
validation[          , genome  5556] predictions:    9690/  10000 (96.90%), best:    9727/10000 (97.27%), error:      1031.47583, best error:       919.35065 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.2918472290s, input_fired_time: 0.9670414329, output_fired_time: 0.8400229812, propagate_forward_time: 36.1091117859, propagate_backward_time: 55.5028686523, weight_update_time: 0.1317618191, other_time: 2.8728065491
epoch time: 8.0004787445s, input_fired_time: 0.1205299199, output_fired_time: 0.0000000000, propagate_forward_time: 7.3435783386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363702774
validation[          , genome  5556] predictions:    9650/  10000 (96.50%), best:    9727/10000 (97.27%), error:      1106.33142, best error:       919.35065 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.7766799927s, input_fired_time: 0.9438592792, output_fired_time: 0.8308581114, propagate_forward_time: 35.3969421387, propagate_backward_time: 54.7720794678, weight_update_time: 0.1299104095, other_time: 2.8329391479
epoch time: 7.4989285469s, input_fired_time: 0.1147896945, output_fired_time: 0.0000000000, propagate_forward_time: 6.8763713837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077676773
validation[          , genome  5556] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       996.65680, best error:       919.35065 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.2119522095s, input_fired_time: 0.9373207688, output_fired_time: 0.8315318823, propagate_forward_time: 35.2393913269, propagate_backward_time: 54.3891792297, weight_update_time: 0.1270690113, other_time: 2.8145217896
epoch time: 7.4004344940s, input_fired_time: 0.1132865176, output_fired_time: 0.0000000000, propagate_forward_time: 6.7848105431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023374557
validation[          , genome  5556] predictions:    9712/  10000 (97.12%), best:    9727/10000 (97.27%), error:       986.26282, best error:       919.35065 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 95.5363311768s, input_fired_time: 0.9589546919, output_fired_time: 0.8523964286, propagate_forward_time: 35.6975669861, propagate_backward_time: 55.1957702637, weight_update_time: 0.1298810989, other_time: 2.8316459656
epoch time: 8.0276584625s, input_fired_time: 0.1233702675, output_fired_time: 0.0000000000, propagate_forward_time: 7.3736243248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306639671
validation[          , genome  5556] predictions:    9704/  10000 (97.04%), best:    9727/10000 (97.27%), error:       991.65118, best error:       919.35065 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 96.6511840820s, input_fired_time: 0.9811132550, output_fired_time: 0.8408575058, propagate_forward_time: 36.1472854614, propagate_backward_time: 55.7885246277, weight_update_time: 0.1330949962, other_time: 2.8934059143
epoch time: 7.9107279778s, input_fired_time: 0.1221631393, output_fired_time: 0.0000000000, propagate_forward_time: 7.2620072365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265574455
validation[          , genome  5556] predictions:    9673/  10000 (96.73%), best:    9727/10000 (97.27%), error:      1060.83960, best error:       919.35065 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.6488189697s, input_fired_time: 0.9406185150, output_fired_time: 0.8409298062, propagate_forward_time: 35.3664627075, propagate_backward_time: 54.6887168884, weight_update_time: 0.1273691207, other_time: 2.8120918274
epoch time: 7.5798640251s, input_fired_time: 0.1136327684, output_fired_time: 0.0000000000, propagate_forward_time: 6.9624152184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038161278
validation[          , genome  5556] predictions:    9653/  10000 (96.53%), best:    9727/10000 (97.27%), error:      1163.23462, best error:       919.35065 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 96.1588363647s, input_fired_time: 0.9496831894, output_fired_time: 0.8454132676, propagate_forward_time: 36.0300483704, propagate_backward_time: 55.5148277283, weight_update_time: 0.1285455525, other_time: 2.8188629150
epoch time: 7.6219267845s, input_fired_time: 0.1141305938, output_fired_time: 0.0000000000, propagate_forward_time: 7.0008521080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069441795
validation[          , genome  5556] predictions:    9689/  10000 (96.89%), best:    9727/10000 (97.27%), error:      1005.99872, best error:       919.35065 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 97.2653503418s, input_fired_time: 0.9510152340, output_fired_time: 0.8613374233, propagate_forward_time: 36.4393844604, propagate_backward_time: 56.1441116333, weight_update_time: 0.1298059672, other_time: 2.8695068359
epoch time: 7.7909064293s, input_fired_time: 0.1173918918, output_fired_time: 0.0000000000, propagate_forward_time: 7.1616640091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118503571
validation[          , genome  5556] predictions:    9711/  10000 (97.11%), best:    9727/10000 (97.27%), error:       948.95917, best error:       919.35065 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 96.6869583130s, input_fired_time: 0.9513090253, output_fired_time: 0.8483282328, propagate_forward_time: 36.2588462830, propagate_backward_time: 55.8024253845, weight_update_time: 0.1287253201, other_time: 2.8260498047
epoch time: 7.7466793060s, input_fired_time: 0.1157960817, output_fired_time: 0.0000000000, propagate_forward_time: 7.1206021309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102810860
validation[          , genome  5556] predictions:    9677/  10000 (96.77%), best:    9727/10000 (97.27%), error:      1025.58154, best error:       919.35065 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 96.4142608643s, input_fired_time: 0.9506871104, output_fired_time: 0.8475085497, propagate_forward_time: 36.2130737305, propagate_backward_time: 55.5856170654, weight_update_time: 0.1285117418, other_time: 2.8173751831
epoch time: 7.9769277573s, input_fired_time: 0.1185837239, output_fired_time: 0.0000000000, propagate_forward_time: 7.3383150101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200290680
validation[          , genome  5556] predictions:    9654/  10000 (96.54%), best:    9727/10000 (97.27%), error:      1074.20483, best error:       919.35065 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 98.2849197388s, input_fired_time: 0.9581972361, output_fired_time: 0.8617406487, propagate_forward_time: 36.8810005188, propagate_backward_time: 56.6674385071, weight_update_time: 0.1310868859, other_time: 2.9165420532
epoch time: 8.0863685608s, input_fired_time: 0.1213564649, output_fired_time: 0.0000000000, propagate_forward_time: 7.4401154518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248966217
validation[          , genome  5556] predictions:    9564/  10000 (95.64%), best:    9727/10000 (97.27%), error:      1404.18604, best error:       919.35065 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 98.8651275635s, input_fired_time: 0.9623475671, output_fired_time: 0.8588670492, propagate_forward_time: 36.9018211365, propagate_backward_time: 57.2725219727, weight_update_time: 0.1371695697, other_time: 2.8695716858
epoch time: 8.0574035645s, input_fired_time: 0.1200422794, output_fired_time: 0.0000000000, propagate_forward_time: 7.3951759338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421853065
validation[          , genome  5556] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       911.99945, best error:       911.99945 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 98.8093032837s, input_fired_time: 0.9735990167, output_fired_time: 0.9674730301, propagate_forward_time: 37.0768661499, propagate_backward_time: 56.9038734436, weight_update_time: 0.1309751570, other_time: 2.8874855042
epoch time: 7.9872531891s, input_fired_time: 0.1174968854, output_fired_time: 0.0000000000, propagate_forward_time: 7.3479356766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218205452
validation[          , genome  5556] predictions:    9701/  10000 (97.01%), best:    9729/10000 (97.29%), error:      1014.21289, best error:       911.99945 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.0344772339s, input_fired_time: 0.9855387807, output_fired_time: 0.8766942620, propagate_forward_time: 36.6948051453, propagate_backward_time: 56.5681037903, weight_update_time: 0.1296665967, other_time: 2.9093322754
epoch time: 8.2028408051s, input_fired_time: 0.1204863191, output_fired_time: 0.0000000000, propagate_forward_time: 7.5227265358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596280098
validation[          , genome  5556] predictions:    9714/  10000 (97.14%), best:    9729/10000 (97.29%), error:       929.50665, best error:       911.99945 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 98.3844223022s, input_fired_time: 1.0011812449, output_fired_time: 0.8718082309, propagate_forward_time: 36.9628868103, propagate_backward_time: 56.6527137756, weight_update_time: 0.1321295500, other_time: 2.8958282471
epoch time: 8.0278406143s, input_fired_time: 0.1231976300, output_fired_time: 0.0000000000, propagate_forward_time: 7.3101220131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945210457
validation[          , genome  5556] predictions:    9695/  10000 (96.95%), best:    9729/10000 (97.29%), error:       983.16376, best error:       911.99945 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.2856826782s, input_fired_time: 0.9756434560, output_fired_time: 0.8703777790, propagate_forward_time: 37.2311897278, propagate_backward_time: 57.2779273987, weight_update_time: 0.1469029337, other_time: 2.9305419922
epoch time: 8.4187183380s, input_fired_time: 0.1240980104, output_fired_time: 0.0000000000, propagate_forward_time: 7.7631759644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314445496
validation[          , genome  5556] predictions:    9616/  10000 (96.16%), best:    9729/10000 (97.29%), error:      1325.62805, best error:       911.99945 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 99.0438232422s, input_fired_time: 0.9729579091, output_fired_time: 0.8926270008, propagate_forward_time: 37.2373428345, propagate_backward_time: 56.9943962097, weight_update_time: 0.1310396641, other_time: 2.9464988708
epoch time: 7.9599094391s, input_fired_time: 0.1188013554, output_fired_time: 0.0000000000, propagate_forward_time: 7.2924642563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486440659
validation[          , genome  5556] predictions:    9724/  10000 (97.24%), best:    9729/10000 (97.29%), error:       944.17999, best error:       911.99945 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 98.4431915283s, input_fired_time: 0.9719806314, output_fired_time: 0.8988045454, propagate_forward_time: 36.9784202576, propagate_backward_time: 56.5683898926, weight_update_time: 0.1732687652, other_time: 3.0256004333
epoch time: 7.8337106705s, input_fired_time: 0.1202158853, output_fired_time: 0.0000000000, propagate_forward_time: 7.2001852989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133094788
validation[          , genome  5556] predictions:    9721/  10000 (97.21%), best:    9729/10000 (97.29%), error:       946.86633, best error:       911.99945 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 97.6590576172s, input_fired_time: 1.0029726028, output_fired_time: 0.8781707883, propagate_forward_time: 36.5498580933, propagate_backward_time: 56.3507270813, weight_update_time: 0.1310243160, other_time: 2.8773231506
epoch time: 7.9742665291s, input_fired_time: 0.1325765550, output_fired_time: 0.0000000000, propagate_forward_time: 7.2899050713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517849922
validation[          , genome  5556] predictions:    9708/  10000 (97.08%), best:    9729/10000 (97.29%), error:       967.29413, best error:       911.99945 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.2577819824s, input_fired_time: 1.0620238781, output_fired_time: 0.8752737045, propagate_forward_time: 36.8361778259, propagate_backward_time: 56.6146736145, weight_update_time: 0.1312906444, other_time: 2.8696289063
epoch time: 8.0337877274s, input_fired_time: 0.1307374984, output_fired_time: 0.0000000000, propagate_forward_time: 7.3830833435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199670792
validation[          , genome  5556] predictions:    9669/  10000 (96.69%), best:    9729/10000 (97.29%), error:      1090.90991, best error:       911.99945 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 98.1298065186s, input_fired_time: 0.9737799168, output_fired_time: 0.8672523499, propagate_forward_time: 36.6788558960, propagate_backward_time: 56.7179489136, weight_update_time: 0.1323041171, other_time: 2.8919677734
epoch time: 7.9891524315s, input_fired_time: 0.1201657355, output_fired_time: 0.0000000000, propagate_forward_time: 7.3440937996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248928070
validation[          , genome  5556] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       908.54486, best error:       908.54486 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.7555694580s, input_fired_time: 0.9649010301, output_fired_time: 0.8535246253, propagate_forward_time: 36.6446342468, propagate_backward_time: 56.4444961548, weight_update_time: 0.1306643039, other_time: 2.8480110168
epoch time: 8.0325412750s, input_fired_time: 0.1231832877, output_fired_time: 0.0000000000, propagate_forward_time: 7.3601512909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492067337
validation[          , genome  5556] predictions:    9628/  10000 (96.28%), best:    9725/10000 (97.25%), error:      1240.71985, best error:       908.54486 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 97.9618606567s, input_fired_time: 1.0608903170, output_fired_time: 0.8655034304, propagate_forward_time: 36.6125679016, propagate_backward_time: 56.4994773865, weight_update_time: 0.1310186535, other_time: 2.9234237671
epoch time: 7.8501038551s, input_fired_time: 0.1182554066, output_fired_time: 0.0000000000, propagate_forward_time: 7.2141575813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176906586
validation[          , genome  5556] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       959.91418, best error:       908.54486 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 97.9239273071s, input_fired_time: 0.9864327908, output_fired_time: 0.8733176589, propagate_forward_time: 36.6912155151, propagate_backward_time: 56.4456214905, weight_update_time: 0.1314509511, other_time: 2.9273414612
epoch time: 8.3056631088s, input_fired_time: 0.1319149435, output_fired_time: 0.0000000000, propagate_forward_time: 7.6118369102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619111061
validation[          , genome  5556] predictions:    9736/  10000 (97.36%), best:    9725/10000 (97.25%), error:       963.10736, best error:       908.54486 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 97.5658874512s, input_fired_time: 0.9579948783, output_fired_time: 0.8793882132, propagate_forward_time: 36.6992187500, propagate_backward_time: 56.1507263184, weight_update_time: 0.1337556690, other_time: 2.8785629272
epoch time: 7.8237857819s, input_fired_time: 0.1231361628, output_fired_time: 0.0000000000, propagate_forward_time: 7.1693520546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312976837
validation[          , genome  5556] predictions:    9712/  10000 (97.12%), best:    9725/10000 (97.25%), error:       965.64886, best error:       908.54486 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 98.4363708496s, input_fired_time: 0.9964322448, output_fired_time: 0.8967903256, propagate_forward_time: 36.8431320190, propagate_backward_time: 56.7247161865, weight_update_time: 0.1425235122, other_time: 2.9753036499
epoch time: 7.9320769310s, input_fired_time: 0.1196632609, output_fired_time: 0.0000000000, propagate_forward_time: 7.2969970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154166222
validation[          , genome  5556] predictions:    9699/  10000 (96.99%), best:    9725/10000 (97.25%), error:       986.62793, best error:       908.54486 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 96.8141479492s, input_fired_time: 0.9618055224, output_fired_time: 0.8527138829, propagate_forward_time: 36.3212089539, propagate_backward_time: 55.8426818848, weight_update_time: 0.1290019006, other_time: 2.8357353210
epoch time: 7.8438162804s, input_fired_time: 0.1192669049, output_fired_time: 0.0000000000, propagate_forward_time: 7.2133936882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111556053
validation[          , genome  5556] predictions:    9662/  10000 (96.62%), best:    9725/10000 (97.25%), error:      1088.99866, best error:       908.54486 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.4323959351s, input_fired_time: 0.9667793512, output_fired_time: 0.8531901240, propagate_forward_time: 36.5057258606, propagate_backward_time: 56.2506599426, weight_update_time: 0.1297925711, other_time: 2.8560409546
epoch time: 7.8188600540s, input_fired_time: 0.1186302900, output_fired_time: 0.0000000000, propagate_forward_time: 7.1822900772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179395676
validation[          , genome  5556] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       937.47687, best error:       908.54486 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.1696624756s, input_fired_time: 0.9689110518, output_fired_time: 0.9198070168, propagate_forward_time: 36.7199249268, propagate_backward_time: 56.6828460693, weight_update_time: 0.1313597411, other_time: 2.8781738281
epoch time: 7.8437404633s, input_fired_time: 0.1186006144, output_fired_time: 0.0000000000, propagate_forward_time: 7.2122850418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128545761
validation[          , genome  5556] predictions:    9694/  10000 (96.94%), best:    9725/10000 (97.25%), error:      1060.50281, best error:       908.54486 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 98.0216217041s, input_fired_time: 0.9811742306, output_fired_time: 0.8715983033, propagate_forward_time: 36.8024826050, propagate_backward_time: 56.4510307312, weight_update_time: 0.1297301948, other_time: 2.9153404236
epoch time: 7.9670190811s, input_fired_time: 0.1196013242, output_fired_time: 0.0000000000, propagate_forward_time: 7.3318729401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155448914
validation[          , genome  5556] predictions:    9616/  10000 (96.16%), best:    9725/10000 (97.25%), error:      1272.59998, best error:       908.54486 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.8777313232s, input_fired_time: 0.9865490198, output_fired_time: 0.9076998830, propagate_forward_time: 36.6584167480, propagate_backward_time: 56.3636856079, weight_update_time: 0.1305946261, other_time: 2.9613800049
epoch time: 7.8470997810s, input_fired_time: 0.1197185740, output_fired_time: 0.0000000000, propagate_forward_time: 7.2196631432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077180862
validation[          , genome  5556] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       924.45612, best error:       908.54486 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.5186004639s, input_fired_time: 0.9767671824, output_fired_time: 0.8615821600, propagate_forward_time: 36.5831184387, propagate_backward_time: 56.2161788940, weight_update_time: 0.1299416274, other_time: 2.8809547424
epoch time: 7.9028682709s, input_fired_time: 0.1290795952, output_fired_time: 0.0000000000, propagate_forward_time: 7.2162160873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575723648
validation[          , genome  5556] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       988.01624, best error:       908.54486 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 96.9968872070s, input_fired_time: 0.9791778326, output_fired_time: 0.8560813665, propagate_forward_time: 36.3685188293, propagate_backward_time: 55.9429740906, weight_update_time: 0.1290853173, other_time: 2.8501358032
epoch time: 7.8836164474s, input_fired_time: 0.1185022369, output_fired_time: 0.0000000000, propagate_forward_time: 7.2583584785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067558289
validation[          , genome  5556] predictions:    9694/  10000 (96.94%), best:    9725/10000 (97.25%), error:      1031.54016, best error:       908.54486 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.6160125732s, input_fired_time: 1.0034854412, output_fired_time: 0.8793013096, propagate_forward_time: 36.4527854919, propagate_backward_time: 56.3086242676, weight_update_time: 0.1293158829, other_time: 2.9718132019
epoch time: 8.2314023972s, input_fired_time: 0.1383873671, output_fired_time: 0.0000000000, propagate_forward_time: 7.5764436722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165710449
validation[          , genome  5556] predictions:    9673/  10000 (96.73%), best:    9725/10000 (97.25%), error:      1074.87805, best error:       908.54486 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 97.7987823486s, input_fired_time: 0.9813742042, output_fired_time: 0.8746410608, propagate_forward_time: 36.6722373962, propagate_backward_time: 56.3881721497, weight_update_time: 0.1310514361, other_time: 2.8823547363
epoch time: 7.8174200058s, input_fired_time: 0.1188771725, output_fired_time: 0.0000000000, propagate_forward_time: 7.1845417023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140008926
validation[          , genome  5556] predictions:    9732/  10000 (97.32%), best:    9725/10000 (97.25%), error:       951.65082, best error:       908.54486 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.6626968384s, input_fired_time: 0.9656737447, output_fired_time: 0.8485497236, propagate_forward_time: 35.8389549255, propagate_backward_time: 55.1701431274, weight_update_time: 0.1288358718, other_time: 2.8393745422
epoch time: 7.6193962097s, input_fired_time: 0.1191972643, output_fired_time: 0.0000000000, propagate_forward_time: 6.9940466881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061521530
validation[          , genome  5556] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       939.25836, best error:       908.54486 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 94.8540267944s, input_fired_time: 0.9640869498, output_fired_time: 0.8523641229, propagate_forward_time: 35.4047470093, propagate_backward_time: 54.7943649292, weight_update_time: 0.1285962313, other_time: 2.8384628296
epoch time: 7.8595209122s, input_fired_time: 0.1209518611, output_fired_time: 0.0000000000, propagate_forward_time: 7.2176580429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209112167
validation[          , genome  5556] predictions:    9709/  10000 (97.09%), best:    9725/10000 (97.25%), error:       938.36932, best error:       908.54486 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.7383575439s, input_fired_time: 0.9684056044, output_fired_time: 0.8489018083, propagate_forward_time: 35.4593238831, propagate_backward_time: 54.6037864685, weight_update_time: 0.1303544492, other_time: 2.8579406738
epoch time: 7.6413130760s, input_fired_time: 0.1201360226, output_fired_time: 0.0000000000, propagate_forward_time: 7.0048542023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163230896
validation[          , genome  5556] predictions:    9723/  10000 (97.23%), best:    9725/10000 (97.25%), error:       923.15363, best error:       908.54486 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 94.8892135620s, input_fired_time: 0.9716918468, output_fired_time: 0.8535360694, propagate_forward_time: 35.5206146240, propagate_backward_time: 54.6949043274, weight_update_time: 0.1294300854, other_time: 2.8484611511
epoch time: 7.6084294319s, input_fired_time: 0.1189380810, output_fired_time: 0.0000000000, propagate_forward_time: 6.9753584862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141329765
validation[          , genome  5556] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       927.72858, best error:       908.54486 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.2523040771s, input_fired_time: 0.9767087698, output_fired_time: 0.8674315810, propagate_forward_time: 35.4918212891, propagate_backward_time: 55.0479354858, weight_update_time: 0.1314417422, other_time: 2.8684082031
epoch time: 7.6901259422s, input_fired_time: 0.1190830320, output_fired_time: 0.0000000000, propagate_forward_time: 7.0503516197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206913948
validation[          , genome  5556] predictions:    9673/  10000 (96.73%), best:    9725/10000 (97.25%), error:      1058.62781, best error:       908.54486 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 95.5259628296s, input_fired_time: 0.9734756351, output_fired_time: 0.8485576510, propagate_forward_time: 35.6745033264, propagate_backward_time: 55.1879425049, weight_update_time: 0.1288015991, other_time: 2.8414878845
epoch time: 7.7027029991s, input_fired_time: 0.1198957488, output_fired_time: 0.0000000000, propagate_forward_time: 7.0621776581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206294060
validation[          , genome  5556] predictions:    9685/  10000 (96.85%), best:    9725/10000 (97.25%), error:      1046.39990, best error:       908.54486 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: 38.7282257080s, input_fired_time: 0.5979480743, output_fired_time: 0.0000000000, propagate_forward_time: 35.4158859253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7143936157
best training[          , genome  5556] predictions:   49418/  50000 (98.84%), best:    9725/10000 (97.25%), error:      2320.42871, best error:       908.54486 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: 7.8613686562s, input_fired_time: 0.1191388518, output_fired_time: 0.0000000000, propagate_forward_time: 7.2271075249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151224136
   testing[          , genome  5556] predictions:    9759/  10000 (97.59%), best:    9725/10000 (97.25%), error:       868.17499, best error:       908.54486 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:34:02 (4728): called boinc_finish(0)

</stderr_txt>
]]>