Nameexact_genome_1512568488_45_5236_1
Workunit2597403
Created7 Dec 2017, 13:50:03 UTC
Sent7 Dec 2017, 13:54:52 UTC
Report deadline12 Dec 2017, 20:20:16 UTC
Received9 Dec 2017, 7:17:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 2 min 29 sec
CPU time2 hours 57 min 48 sec
Validate stateValid
Credit1,316.91
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.43 MB
Peak swap size153.84 MB
Peak disk usage2.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1161628217, output_fired_time: 0.0000000000, propagate_forward_time: 7.2662134171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026297569
validation[          , genome  5236] predictions:    9672/  10000 (96.72%), best:    9673/10000 (96.73%), error:      1161.91565, best error:      1076.05334 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 96.6775283813s, input_fired_time: 0.9297572970, output_fired_time: 0.9497641921, propagate_forward_time: 35.9947586060, propagate_backward_time: 56.0063514709, weight_update_time: 0.1960103363, other_time: 2.7969017029
epoch time: 7.7980799675s, input_fired_time: 0.1154166982, output_fired_time: 0.0000000000, propagate_forward_time: 7.1966104507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860529900
validation[          , genome  5236] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       974.75098, best error:       974.75098 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 97.4533767700s, input_fired_time: 0.9319669008, output_fired_time: 0.9601884484, propagate_forward_time: 36.2464027405, propagate_backward_time: 56.4986572266, weight_update_time: 0.1950237155, other_time: 2.8161582947
epoch time: 8.1156148911s, input_fired_time: 0.1182302907, output_fired_time: 0.0000000000, propagate_forward_time: 7.5036315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937529564
validation[          , genome  5236] predictions:    9680/  10000 (96.80%), best:    9706/10000 (97.06%), error:      1061.14185, best error:       974.75098 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 96.6141967773s, input_fired_time: 0.9311299920, output_fired_time: 0.9497857094, propagate_forward_time: 36.0970954895, propagate_backward_time: 55.8487892151, weight_update_time: 0.1945466101, other_time: 2.7873992920
epoch time: 7.8990063667s, input_fired_time: 0.1155097708, output_fired_time: 0.0000000000, propagate_forward_time: 7.2839555740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995408058
validation[          , genome  5236] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:      1140.90955, best error:       974.75098 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.5768127441s, input_fired_time: 0.9260789752, output_fired_time: 0.9451239705, propagate_forward_time: 36.0804290771, propagate_backward_time: 55.8218612671, weight_update_time: 0.1969697624, other_time: 2.8033218384
epoch time: 7.6947560310s, input_fired_time: 0.1134877428, output_fired_time: 0.0000000000, propagate_forward_time: 7.0868597031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944086075
validation[          , genome  5236] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       970.30182, best error:       970.30182 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 97.7609786987s, input_fired_time: 0.9310090542, output_fired_time: 0.9599947929, propagate_forward_time: 36.5050354004, propagate_backward_time: 56.5619697571, weight_update_time: 0.1966032982, other_time: 2.8029747009
epoch time: 7.8625950813s, input_fired_time: 0.1146113947, output_fired_time: 0.0000000000, propagate_forward_time: 7.2543249130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936585426
validation[          , genome  5236] predictions:    9520/  10000 (95.20%), best:    9706/10000 (97.06%), error:      1561.06458, best error:       970.30182 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.3947906494s, input_fired_time: 0.9370219111, output_fired_time: 0.9488716125, propagate_forward_time: 36.3675193787, propagate_backward_time: 56.3503913879, weight_update_time: 0.1960232258, other_time: 2.7909851074
epoch time: 7.8900599480s, input_fired_time: 0.1154541150, output_fired_time: 0.0000000000, propagate_forward_time: 7.2809658051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936399460
validation[          , genome  5236] predictions:    9729/  10000 (97.29%), best:    9706/10000 (97.06%), error:       975.60205, best error:       970.30182 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 97.1253204346s, input_fired_time: 0.9381501079, output_fired_time: 0.9541049004, propagate_forward_time: 36.1897544861, propagate_backward_time: 56.2335891724, weight_update_time: 0.1970449388, other_time: 2.8097267151
epoch time: 7.6781930923s, input_fired_time: 0.1111171693, output_fired_time: 0.0000000000, propagate_forward_time: 7.0886526108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784231186
validation[          , genome  5236] predictions:    9683/  10000 (96.83%), best:    9706/10000 (97.06%), error:      1018.25763, best error:       970.30182 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 97.4512481689s, input_fired_time: 0.9334532619, output_fired_time: 0.9541814327, propagate_forward_time: 36.3901863098, propagate_backward_time: 56.3591156006, weight_update_time: 0.2005357295, other_time: 2.8143119812
epoch time: 7.8495988846s, input_fired_time: 0.1163818836, output_fired_time: 0.0000000000, propagate_forward_time: 7.2457637787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874534607
validation[          , genome  5236] predictions:    9618/  10000 (96.18%), best:    9706/10000 (97.06%), error:      1253.64014, best error:       970.30182 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 97.7368392944s, input_fired_time: 0.9402880669, output_fired_time: 0.9606850743, propagate_forward_time: 36.5231018066, propagate_backward_time: 56.4977149963, weight_update_time: 0.1976117343, other_time: 2.8150520325
epoch time: 8.0681695938s, input_fired_time: 0.1158814728, output_fired_time: 0.0000000000, propagate_forward_time: 7.4551467896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971413612
validation[          , genome  5236] predictions:    9703/  10000 (97.03%), best:    9706/10000 (97.06%), error:      1000.75330, best error:       970.30182 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 97.7337417603s, input_fired_time: 0.9320469499, output_fired_time: 0.9525191784, propagate_forward_time: 36.5364112854, propagate_backward_time: 56.5181655884, weight_update_time: 0.1941736042, other_time: 2.7945976257
epoch time: 7.9720168114s, input_fired_time: 0.1190133244, output_fired_time: 0.0000000000, propagate_forward_time: 7.3497672081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032362938
validation[          , genome  5236] predictions:    9703/  10000 (97.03%), best:    9706/10000 (97.06%), error:      1003.62048, best error:       970.30182 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 96.8134002686s, input_fired_time: 0.9304466844, output_fired_time: 0.9447486401, propagate_forward_time: 36.0476722717, propagate_backward_time: 56.0796890259, weight_update_time: 0.1939447373, other_time: 2.8108406067
epoch time: 7.9645462036s, input_fired_time: 0.1179582477, output_fired_time: 0.0000000000, propagate_forward_time: 7.3505444527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960436821
validation[          , genome  5236] predictions:    9691/  10000 (96.91%), best:    9706/10000 (97.06%), error:      1044.18359, best error:       970.30182 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 97.7660675049s, input_fired_time: 0.9382014871, output_fired_time: 0.9584756494, propagate_forward_time: 36.5104675293, propagate_backward_time: 56.5393028259, weight_update_time: 0.1971615106, other_time: 2.8196220398
epoch time: 7.7692275047s, input_fired_time: 0.1158018559, output_fired_time: 0.0000000000, propagate_forward_time: 7.1610836983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923419952
validation[          , genome  5236] predictions:    9663/  10000 (96.63%), best:    9706/10000 (97.06%), error:      1119.14380, best error:       970.30182 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 97.3924789429s, input_fired_time: 0.9359633923, output_fired_time: 0.9570972323, propagate_forward_time: 36.3730697632, propagate_backward_time: 56.3252639771, weight_update_time: 0.1989151835, other_time: 2.8010787964
epoch time: 7.9724736214s, input_fired_time: 0.1192034781, output_fired_time: 0.0000000000, propagate_forward_time: 7.3478069305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054631233
validation[          , genome  5236] predictions:    9695/  10000 (96.95%), best:    9706/10000 (97.06%), error:      1009.32990, best error:       970.30182 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 96.3654479980s, input_fired_time: 0.9335488677, output_fired_time: 0.9467425346, propagate_forward_time: 36.0878257751, propagate_backward_time: 55.6135635376, weight_update_time: 0.1936776489, other_time: 2.7837715149
epoch time: 7.7817316055s, input_fired_time: 0.1163141802, output_fired_time: 0.0000000000, propagate_forward_time: 7.1733417511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920754433
validation[          , genome  5236] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       928.00690, best error:       928.00690 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.0461425781s, input_fired_time: 0.9372828603, output_fired_time: 0.9460647106, propagate_forward_time: 36.2612419128, propagate_backward_time: 56.0859794617, weight_update_time: 0.1965828687, other_time: 2.8155670166
epoch time: 7.9225273132s, input_fired_time: 0.1156339794, output_fired_time: 0.0000000000, propagate_forward_time: 7.3087868690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981064796
validation[          , genome  5236] predictions:    9694/  10000 (96.94%), best:    9731/10000 (97.31%), error:       985.99963, best error:       928.00690 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 97.2001800537s, input_fired_time: 0.9359498620, output_fired_time: 0.9491990805, propagate_forward_time: 36.3848876953, propagate_backward_time: 56.1179084778, weight_update_time: 0.1959885061, other_time: 2.8122367859
epoch time: 7.9222993851s, input_fired_time: 0.1193570346, output_fired_time: 0.0000000000, propagate_forward_time: 7.3086843491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942579269
validation[          , genome  5236] predictions:    9667/  10000 (96.67%), best:    9731/10000 (97.31%), error:      1079.99194, best error:       928.00690 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 97.4960556030s, input_fired_time: 0.9384613633, output_fired_time: 0.9569319487, propagate_forward_time: 36.4712638855, propagate_backward_time: 56.3357696533, weight_update_time: 0.1952518672, other_time: 2.7936286926
epoch time: 7.9918446541s, input_fired_time: 0.1165773124, output_fired_time: 0.0000000000, propagate_forward_time: 7.3796138763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956536293
validation[          , genome  5236] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       875.59290, best error:       875.59290 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 96.7268295288s, input_fired_time: 0.9369228482, output_fired_time: 0.9543771744, propagate_forward_time: 35.9646911621, propagate_backward_time: 56.0535392761, weight_update_time: 0.1954974234, other_time: 2.8173027039
epoch time: 7.9577507973s, input_fired_time: 0.1169534847, output_fired_time: 0.0000000000, propagate_forward_time: 7.3393530846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014443398
validation[          , genome  5236] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       871.78271, best error:       871.78271 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 97.0276718140s, input_fired_time: 0.9354828000, output_fired_time: 0.9494462609, propagate_forward_time: 36.3445167542, propagate_backward_time: 55.9865608215, weight_update_time: 0.1949805915, other_time: 2.8116607666
epoch time: 7.7119202614s, input_fired_time: 0.1143554077, output_fired_time: 0.0000000000, propagate_forward_time: 7.0990815163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984831810
validation[          , genome  5236] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       909.68237, best error:       871.78271 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 97.8303070068s, input_fired_time: 0.9444887638, output_fired_time: 0.9638260603, propagate_forward_time: 36.6136741638, propagate_backward_time: 56.5067024231, weight_update_time: 0.1963412166, other_time: 2.8016128540
epoch time: 7.9859004021s, input_fired_time: 0.1181274652, output_fired_time: 0.0000000000, propagate_forward_time: 7.3765325546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912405014
validation[          , genome  5236] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:      1003.48297, best error:       871.78271 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 96.9507904053s, input_fired_time: 0.9432845116, output_fired_time: 0.9502922297, propagate_forward_time: 36.1708374023, propagate_backward_time: 56.0696830750, weight_update_time: 0.1957623810, other_time: 2.8166923523
epoch time: 7.8481731415s, input_fired_time: 0.1162113771, output_fired_time: 0.0000000000, propagate_forward_time: 7.2387137413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932479858
validation[          , genome  5236] predictions:    9662/  10000 (96.62%), best:    9750/10000 (97.50%), error:      1047.58777, best error:       871.78271 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 96.9511718750s, input_fired_time: 0.9394201040, output_fired_time: 0.9575933218, propagate_forward_time: 36.2020187378, propagate_backward_time: 56.0607643127, weight_update_time: 0.1946699172, other_time: 2.7913703918
epoch time: 7.9520044327s, input_fired_time: 0.1180637777, output_fired_time: 0.0000000000, propagate_forward_time: 7.3332800865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006604195
validation[          , genome  5236] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       954.97614, best error:       871.78271 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.7231674194s, input_fired_time: 0.9378287792, output_fired_time: 0.9502289295, propagate_forward_time: 36.1874885559, propagate_backward_time: 55.8447494507, weight_update_time: 0.1968361735, other_time: 2.8028755188
epoch time: 7.8216929436s, input_fired_time: 0.1153682172, output_fired_time: 0.0000000000, propagate_forward_time: 7.2103972435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959273338
validation[          , genome  5236] predictions:    9652/  10000 (96.52%), best:    9750/10000 (97.50%), error:      1061.63000, best error:       871.78271 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 97.1356735229s, input_fired_time: 0.9380053282, output_fired_time: 0.9555501342, propagate_forward_time: 36.2628517151, propagate_backward_time: 56.1860885620, weight_update_time: 0.1942616701, other_time: 2.7931785583
epoch time: 7.8592348099s, input_fired_time: 0.1155867875, output_fired_time: 0.0000000000, propagate_forward_time: 7.2556109428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880371094
validation[          , genome  5236] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:      1002.49963, best error:       871.78271 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 97.8109359741s, input_fired_time: 0.9395686984, output_fired_time: 0.9586331248, propagate_forward_time: 36.4645957947, propagate_backward_time: 56.6390800476, weight_update_time: 0.1970778704, other_time: 2.8090591431
epoch time: 7.9773302078s, input_fired_time: 0.1178166792, output_fired_time: 0.0000000000, propagate_forward_time: 7.3613824844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981312752
validation[          , genome  5236] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       973.68268, best error:       871.78271 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 97.9706878662s, input_fired_time: 0.9423570037, output_fired_time: 0.9620748162, propagate_forward_time: 36.5594367981, propagate_backward_time: 56.6819763184, weight_update_time: 0.1970548630, other_time: 2.8248405457
epoch time: 7.9692196846s, input_fired_time: 0.1183491722, output_fired_time: 0.0000000000, propagate_forward_time: 7.3532891273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975814819
validation[          , genome  5236] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:       969.91858, best error:       871.78271 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 97.6911010742s, input_fired_time: 0.9430809617, output_fired_time: 0.9584386945, propagate_forward_time: 36.4020805359, propagate_backward_time: 56.5807304382, weight_update_time: 0.1954365075, other_time: 2.8067703247
epoch time: 7.8562426567s, input_fired_time: 0.1197439209, output_fired_time: 0.0000000000, propagate_forward_time: 7.2535643578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829344749
validation[          , genome  5236] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       987.31073, best error:       871.78271 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.6156082153s, input_fired_time: 0.9404904246, output_fired_time: 0.9579148889, propagate_forward_time: 36.3502540588, propagate_backward_time: 56.5380783081, weight_update_time: 0.1970525235, other_time: 2.8288688660
epoch time: 7.7485895157s, input_fired_time: 0.1149212494, output_fired_time: 0.0000000000, propagate_forward_time: 7.1372213364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964470863
validation[          , genome  5236] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:       968.04333, best error:       871.78271 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 96.8932495117s, input_fired_time: 0.9382402897, output_fired_time: 0.9541610479, propagate_forward_time: 36.1340675354, propagate_backward_time: 56.0862350464, weight_update_time: 0.1938044876, other_time: 2.7805442810
epoch time: 7.9039702415s, input_fired_time: 0.1180312559, output_fired_time: 0.0000000000, propagate_forward_time: 7.2819204330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040187836
validation[          , genome  5236] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       979.12854, best error:       871.78271 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 97.5236129761s, input_fired_time: 0.9370056987, output_fired_time: 0.9576633573, propagate_forward_time: 36.4247436523, propagate_backward_time: 56.4267387390, weight_update_time: 0.1951163411, other_time: 2.7774620056
epoch time: 7.9191923141s, input_fired_time: 0.1168021187, output_fired_time: 0.0000000000, propagate_forward_time: 7.3035941124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987959862
validation[          , genome  5236] predictions:    9646/  10000 (96.46%), best:    9750/10000 (97.50%), error:      1182.16565, best error:       871.78271 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 97.2883758545s, input_fired_time: 0.9387379289, output_fired_time: 0.9579373002, propagate_forward_time: 36.3452148438, propagate_backward_time: 56.2503776550, weight_update_time: 0.1962659657, other_time: 2.7961082458
epoch time: 7.9512929916s, input_fired_time: 0.1205416918, output_fired_time: 0.0000000000, propagate_forward_time: 7.3244218826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063295364
validation[          , genome  5236] predictions:    9672/  10000 (96.72%), best:    9750/10000 (97.50%), error:      1019.31714, best error:       871.78271 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.0991668701s, input_fired_time: 0.9382473230, output_fired_time: 0.9591457248, propagate_forward_time: 36.2286491394, propagate_backward_time: 56.1843185425, weight_update_time: 0.1977514476, other_time: 2.7888069153
epoch time: 7.7161626816s, input_fired_time: 0.1166565344, output_fired_time: 0.0000000000, propagate_forward_time: 7.1076607704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918456078
validation[          , genome  5236] predictions:    9688/  10000 (96.88%), best:    9750/10000 (97.50%), error:      1072.86804, best error:       871.78271 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 97.1429519653s, input_fired_time: 0.9407952428, output_fired_time: 0.9530063272, propagate_forward_time: 36.3051071167, propagate_backward_time: 56.1531143188, weight_update_time: 0.1963500977, other_time: 2.7909317017
epoch time: 7.8640856743s, input_fired_time: 0.1159985811, output_fired_time: 0.0000000000, propagate_forward_time: 7.2525086403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955782890
validation[          , genome  5236] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       947.18250, best error:       871.78271 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 98.0196380615s, input_fired_time: 0.9521817565, output_fired_time: 0.9591663480, propagate_forward_time: 36.6857528687, propagate_backward_time: 56.6229705811, weight_update_time: 0.1987105012, other_time: 2.7995681763
epoch time: 7.7834758759s, input_fired_time: 0.1137700230, output_fired_time: 0.0000000000, propagate_forward_time: 7.1811141968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885916710
validation[          , genome  5236] predictions:    9652/  10000 (96.52%), best:    9750/10000 (97.50%), error:      1090.57593, best error:       871.78271 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 97.6171722412s, input_fired_time: 0.9451463223, output_fired_time: 0.9542156458, propagate_forward_time: 36.4394111633, propagate_backward_time: 56.4634323120, weight_update_time: 0.1966545433, other_time: 2.8149681091
epoch time: 8.0307235718s, input_fired_time: 0.1191148460, output_fired_time: 0.0000000000, propagate_forward_time: 7.4060764313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055322647
validation[          , genome  5236] predictions:    9678/  10000 (96.78%), best:    9750/10000 (97.50%), error:      1024.99438, best error:       871.78271 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 96.9888916016s, input_fired_time: 0.9402773380, output_fired_time: 0.9532674551, propagate_forward_time: 36.2158050537, propagate_backward_time: 56.1015014648, weight_update_time: 0.1945750266, other_time: 2.7780380249
epoch time: 7.9483013153s, input_fired_time: 0.1163792089, output_fired_time: 0.0000000000, propagate_forward_time: 7.3426980972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892239571
validation[          , genome  5236] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:      1035.07581, best error:       871.78271 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 97.8792190552s, input_fired_time: 0.9482207894, output_fired_time: 0.9631332755, propagate_forward_time: 36.6295280457, propagate_backward_time: 56.5262680054, weight_update_time: 0.1970071793, other_time: 2.8120689392
epoch time: 7.7744531631s, input_fired_time: 0.1166556925, output_fired_time: 0.0000000000, propagate_forward_time: 7.1563506126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014467239
validation[          , genome  5236] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       946.26135, best error:       871.78271 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 97.3763732910s, input_fired_time: 0.9423361421, output_fired_time: 0.9508949518, propagate_forward_time: 36.3447189331, propagate_backward_time: 56.3268814087, weight_update_time: 0.1972476393, other_time: 2.8115386963
epoch time: 7.9632453918s, input_fired_time: 0.1187560484, output_fired_time: 0.0000000000, propagate_forward_time: 7.3480091095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964804649
validation[          , genome  5236] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       936.83392, best error:       871.78271 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 97.8134536743s, input_fired_time: 0.9422357678, output_fired_time: 0.9623208046, propagate_forward_time: 36.5154342651, propagate_backward_time: 56.5917434692, weight_update_time: 0.1942746192, other_time: 2.8017196655
epoch time: 7.8367385864s, input_fired_time: 0.1178826168, output_fired_time: 0.0000000000, propagate_forward_time: 7.2200846672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987711906
validation[          , genome  5236] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       863.65253, best error:       863.65253 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 96.7985839844s, input_fired_time: 0.9436499476, output_fired_time: 0.9473603368, propagate_forward_time: 36.0808906555, propagate_backward_time: 56.0187072754, weight_update_time: 0.1967538595, other_time: 2.8079795837
epoch time: 7.9132294655s, input_fired_time: 0.1181226075, output_fired_time: 0.0000000000, propagate_forward_time: 7.3068089485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882979393
validation[          , genome  5236] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       882.71344, best error:       863.65253 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 97.2420883179s, input_fired_time: 0.9430748820, output_fired_time: 0.9559848309, propagate_forward_time: 36.3232688904, propagate_backward_time: 56.2171134949, weight_update_time: 0.1948377043, other_time: 2.8026428223
epoch time: 7.9164953232s, input_fired_time: 0.1190939397, output_fired_time: 0.0000000000, propagate_forward_time: 7.2945537567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028476715
validation[          , genome  5236] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       996.20471, best error:       863.65253 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 97.3065490723s, input_fired_time: 0.9461892843, output_fired_time: 0.9522542953, propagate_forward_time: 36.2773170471, propagate_backward_time: 56.3283843994, weight_update_time: 0.1963981390, other_time: 2.8024024963
epoch time: 7.9805569649s, input_fired_time: 0.1188254356, output_fired_time: 0.0000000000, propagate_forward_time: 7.3643951416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973363876
validation[          , genome  5236] predictions:    9735/  10000 (97.35%), best:    9745/10000 (97.45%), error:       921.40814, best error:       863.65253 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 96.9616775513s, input_fired_time: 0.9387356639, output_fired_time: 0.9600465894, propagate_forward_time: 36.2239227295, propagate_backward_time: 56.0341033936, weight_update_time: 0.1948951930, other_time: 2.8048706055
epoch time: 7.6693582535s, input_fired_time: 0.1148687303, output_fired_time: 0.0000000000, propagate_forward_time: 7.0708527565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836368561
validation[          , genome  5236] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       924.32001, best error:       863.65253 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 97.4113922119s, input_fired_time: 0.9482699037, output_fired_time: 0.9579030871, propagate_forward_time: 36.3013458252, propagate_backward_time: 56.3949279785, weight_update_time: 0.1960459650, other_time: 2.8089447021
epoch time: 7.8373994827s, input_fired_time: 0.1196504012, output_fired_time: 0.0000000000, propagate_forward_time: 7.2162370682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015120506
validation[          , genome  5236] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       890.36688, best error:       863.65253 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 99.0870056152s, input_fired_time: 0.9614329934, output_fired_time: 0.9816844463, propagate_forward_time: 37.0112037659, propagate_backward_time: 57.3036804199, weight_update_time: 0.1981219053, other_time: 2.8290061951
epoch time: 7.8110461235s, input_fired_time: 0.1171200275, output_fired_time: 0.0000000000, propagate_forward_time: 7.1986656189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952602386
validation[          , genome  5236] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       918.32800, best error:       863.65253 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.7061462402s, input_fired_time: 0.9400609732, output_fired_time: 0.9493703842, propagate_forward_time: 36.1018562317, propagate_backward_time: 55.9057846069, weight_update_time: 0.1963846385, other_time: 2.8090705872
epoch time: 7.9353380203s, input_fired_time: 0.1206828281, output_fired_time: 0.0000000000, propagate_forward_time: 7.3107757568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038795471
validation[          , genome  5236] predictions:    9746/  10000 (97.46%), best:    9745/10000 (97.45%), error:       890.72693, best error:       863.65253 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 96.8378067017s, input_fired_time: 0.9426495433, output_fired_time: 0.9495492578, propagate_forward_time: 36.0721626282, propagate_backward_time: 56.0634918213, weight_update_time: 0.1961890310, other_time: 2.8099555969
epoch time: 7.8343610764s, input_fired_time: 0.1180677339, output_fired_time: 0.0000000000, propagate_forward_time: 7.2112431526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050501823
validation[          , genome  5236] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       881.96313, best error:       863.65253 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 97.8039245605s, input_fired_time: 0.9541228414, output_fired_time: 0.9589675069, propagate_forward_time: 36.5128250122, propagate_backward_time: 56.5496292114, weight_update_time: 0.1972995400, other_time: 2.8283767700
epoch time: 7.8703379631s, input_fired_time: 0.1166676953, output_fired_time: 0.0000000000, propagate_forward_time: 7.2571449280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965252876
validation[          , genome  5236] predictions:    9673/  10000 (96.73%), best:    9745/10000 (97.45%), error:      1121.33667, best error:       863.65253 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 96.9035415649s, input_fired_time: 0.9447990656, output_fired_time: 0.9485570192, propagate_forward_time: 36.1146888733, propagate_backward_time: 56.0869827271, weight_update_time: 0.1999230534, other_time: 2.8085136414
epoch time: 7.8827385902s, input_fired_time: 0.1161378697, output_fired_time: 0.0000000000, propagate_forward_time: 7.2776589394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889416695
validation[          , genome  5236] predictions:    9685/  10000 (96.85%), best:    9745/10000 (97.45%), error:      1007.04529, best error:       863.65253 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.4152755737s, input_fired_time: 0.9461113214, output_fired_time: 0.9552593827, propagate_forward_time: 36.3062858582, propagate_backward_time: 56.4041557312, weight_update_time: 0.1955068707, other_time: 2.8034591675
epoch time: 7.7688550949s, input_fired_time: 0.1189679354, output_fired_time: 0.0000000000, propagate_forward_time: 7.1625432968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873437881
validation[          , genome  5236] predictions:    9711/  10000 (97.11%), best:    9745/10000 (97.45%), error:       965.24591, best error:       863.65253 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 97.0287017822s, input_fired_time: 0.9494879842, output_fired_time: 0.9476862550, propagate_forward_time: 36.1621017456, propagate_backward_time: 56.1824607849, weight_update_time: 0.1977898180, other_time: 2.7869682312
epoch time: 7.9044051170s, input_fired_time: 0.1200657338, output_fired_time: 0.0000000000, propagate_forward_time: 7.2828001976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015392303
validation[          , genome  5236] predictions:    9626/  10000 (96.26%), best:    9745/10000 (97.45%), error:      1215.50171, best error:       863.65253 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 97.2887115479s, input_fired_time: 0.9484084249, output_fired_time: 0.9480323195, propagate_forward_time: 36.4025230408, propagate_backward_time: 56.1884422302, weight_update_time: 0.1953269690, other_time: 2.8013076782
epoch time: 7.9419264793s, input_fired_time: 0.1199447140, output_fired_time: 0.0000000000, propagate_forward_time: 7.3279089928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940729141
validation[          , genome  5236] predictions:    9606/  10000 (96.06%), best:    9745/10000 (97.45%), error:      1259.87756, best error:       863.65253 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 97.1385879517s, input_fired_time: 0.9474362731, output_fired_time: 0.9564565420, propagate_forward_time: 36.3702278137, propagate_backward_time: 56.0731582642, weight_update_time: 0.1944771707, other_time: 2.7913093567
epoch time: 7.8662724495s, input_fired_time: 0.1192648783, output_fired_time: 0.0000000000, propagate_forward_time: 7.2558894157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911179543
validation[          , genome  5236] predictions:    9658/  10000 (96.58%), best:    9745/10000 (97.45%), error:      1072.21265, best error:       863.65253 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.5382690430s, input_fired_time: 0.9470272660, output_fired_time: 0.9535876513, propagate_forward_time: 36.4571380615, propagate_backward_time: 56.3793144226, weight_update_time: 0.1953862458, other_time: 2.8011970520
epoch time: 7.8446106911s, input_fired_time: 0.1196749210, output_fired_time: 0.0000000000, propagate_forward_time: 7.2369933128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879422188
validation[          , genome  5236] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       964.70178, best error:       863.65253 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 96.0260238647s, input_fired_time: 0.9459015131, output_fired_time: 0.9401629567, propagate_forward_time: 35.9081420898, propagate_backward_time: 55.4518547058, weight_update_time: 0.1926920414, other_time: 2.7799644470
epoch time: 7.9739665985s, input_fired_time: 0.1196068078, output_fired_time: 0.0000000000, propagate_forward_time: 7.3448648453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094947815
validation[          , genome  5236] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       884.92072, best error:       863.65253 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 96.7767715454s, input_fired_time: 0.9443834424, output_fired_time: 0.9523831010, propagate_forward_time: 36.1187820435, propagate_backward_time: 55.9568557739, weight_update_time: 0.1957210004, other_time: 2.8043670654
epoch time: 7.9641008377s, input_fired_time: 0.1191388741, output_fired_time: 0.0000000000, propagate_forward_time: 7.3481178284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968442917
validation[          , genome  5236] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       939.95251, best error:       863.65253 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 97.5666046143s, input_fired_time: 0.9482216239, output_fired_time: 0.9603032470, propagate_forward_time: 36.5443687439, propagate_backward_time: 56.3150138855, weight_update_time: 0.1951857805, other_time: 2.7986984253
epoch time: 7.8580131531s, input_fired_time: 0.1175571680, output_fired_time: 0.0000000000, propagate_forward_time: 7.2468118668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936442375
validation[          , genome  5236] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       927.09509, best error:       863.65253 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 96.8717727661s, input_fired_time: 0.9464687705, output_fired_time: 0.9556598663, propagate_forward_time: 36.0962982178, propagate_backward_time: 56.0626945496, weight_update_time: 0.1974585056, other_time: 2.8106498718
epoch time: 7.7819199562s, input_fired_time: 0.1179284006, output_fired_time: 0.0000000000, propagate_forward_time: 7.1683139801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956774712
validation[          , genome  5236] predictions:    9749/  10000 (97.49%), best:    9745/10000 (97.45%), error:       873.31451, best error:       863.65253 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 97.7596588135s, input_fired_time: 0.9516124129, output_fired_time: 0.9615424871, propagate_forward_time: 36.5255126953, propagate_backward_time: 56.5025215149, weight_update_time: 0.1967930198, other_time: 2.8184700012
epoch time: 8.0536880493s, input_fired_time: 0.1193744466, output_fired_time: 0.0000000000, propagate_forward_time: 7.4334096909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009040833
validation[          , genome  5236] predictions:    9755/  10000 (97.55%), best:    9745/10000 (97.45%), error:       872.66479, best error:       863.65253 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 97.2714309692s, input_fired_time: 0.9532683492, output_fired_time: 0.9498792887, propagate_forward_time: 36.2433471680, propagate_backward_time: 56.3140563965, weight_update_time: 0.1983591467, other_time: 2.8108749390
epoch time: 7.6311106682s, input_fired_time: 0.1150681749, output_fired_time: 0.0000000000, propagate_forward_time: 7.0244169235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916257858
validation[          , genome  5236] predictions:    9702/  10000 (97.02%), best:    9745/10000 (97.45%), error:       944.00385, best error:       863.65253 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 97.5096282959s, input_fired_time: 0.9531863928, output_fired_time: 0.9531984925, propagate_forward_time: 36.4608230591, propagate_backward_time: 56.3443603516, weight_update_time: 0.1981023252, other_time: 2.7980575562
epoch time: 7.7495012283s, input_fired_time: 0.1204281524, output_fired_time: 0.0000000000, propagate_forward_time: 7.1254596710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036134720
validation[          , genome  5236] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       862.84778, best error:       862.84778 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 97.8509216309s, input_fired_time: 0.9491187930, output_fired_time: 0.9528304935, propagate_forward_time: 36.4812889099, propagate_backward_time: 56.6687622070, weight_update_time: 0.1976166070, other_time: 2.7989234924
epoch time: 7.9961838722s, input_fired_time: 0.1214739084, output_fired_time: 0.0000000000, propagate_forward_time: 7.3651542664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095558167
validation[          , genome  5236] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:      1027.18250, best error:       862.84778 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.9065933228s, input_fired_time: 0.9414215684, output_fired_time: 0.9434925914, propagate_forward_time: 35.7271652222, propagate_backward_time: 55.5157623291, weight_update_time: 0.1930734515, other_time: 2.7787551880
epoch time: 7.8057727814s, input_fired_time: 0.1169463545, output_fired_time: 0.0000000000, propagate_forward_time: 7.1960916519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927349091
validation[          , genome  5236] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       824.56470, best error:       824.56470 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 97.3473663330s, input_fired_time: 0.9559223652, output_fired_time: 0.9588378668, propagate_forward_time: 36.3285408020, propagate_backward_time: 56.2968978882, weight_update_time: 0.1968936771, other_time: 2.8071632385
epoch time: 8.0452480316s, input_fired_time: 0.1217498928, output_fired_time: 0.0000000000, propagate_forward_time: 7.4207968712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027012825
validation[          , genome  5236] predictions:    9716/  10000 (97.16%), best:    9778/10000 (97.78%), error:       924.18445, best error:       824.56470 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 97.2277374268s, input_fired_time: 0.9507567286, output_fired_time: 0.9526240230, propagate_forward_time: 36.3596496582, propagate_backward_time: 56.1737442017, weight_update_time: 0.1949556768, other_time: 2.7909622192
epoch time: 7.9147257805s, input_fired_time: 0.1186794415, output_fired_time: 0.0000000000, propagate_forward_time: 7.3070492744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889969826
validation[          , genome  5236] predictions:    9648/  10000 (96.48%), best:    9778/10000 (97.78%), error:      1199.35388, best error:       824.56470 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 96.1528930664s, input_fired_time: 0.9478861094, output_fired_time: 0.9460779428, propagate_forward_time: 35.9539375305, propagate_backward_time: 55.5176925659, weight_update_time: 0.1923034042, other_time: 2.7873039246
epoch time: 7.8696904182s, input_fired_time: 0.1227791533, output_fired_time: 0.0000000000, propagate_forward_time: 7.2477602959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991507530
validation[          , genome  5236] predictions:    9670/  10000 (96.70%), best:    9778/10000 (97.78%), error:      1088.53040, best error:       824.56470 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.3682022095s, input_fired_time: 0.9466016889, output_fired_time: 0.9576202631, propagate_forward_time: 36.3615150452, propagate_backward_time: 56.3032569885, weight_update_time: 0.1957856715, other_time: 2.7992095947
epoch time: 7.8609223366s, input_fired_time: 0.1204606742, output_fired_time: 0.0000000000, propagate_forward_time: 7.2425518036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979100227
validation[          , genome  5236] predictions:    9716/  10000 (97.16%), best:    9778/10000 (97.78%), error:       990.79132, best error:       824.56470 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 96.9553070068s, input_fired_time: 0.9497129321, output_fired_time: 0.9511710405, propagate_forward_time: 36.3143806458, propagate_backward_time: 55.9424018860, weight_update_time: 0.1938668191, other_time: 2.7976379395
epoch time: 8.1452255249s, input_fired_time: 0.1212294921, output_fired_time: 0.0000000000, propagate_forward_time: 7.5254530907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985432625
validation[          , genome  5236] predictions:    9730/  10000 (97.30%), best:    9778/10000 (97.78%), error:       922.73468, best error:       824.56470 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 97.2997055054s, input_fired_time: 0.9574107528, output_fired_time: 0.9597002864, propagate_forward_time: 36.4118309021, propagate_backward_time: 56.1750564575, weight_update_time: 0.1984268129, other_time: 2.7957038879
epoch time: 8.0338535309s, input_fired_time: 0.1199621111, output_fired_time: 0.0000000000, propagate_forward_time: 7.4179606438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959306717
validation[          , genome  5236] predictions:    9755/  10000 (97.55%), best:    9778/10000 (97.78%), error:       871.53271, best error:       824.56470 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 96.7346191406s, input_fired_time: 0.9498199224, output_fired_time: 0.9471245408, propagate_forward_time: 36.0889244080, propagate_backward_time: 55.9387855530, weight_update_time: 0.1979459822, other_time: 2.8099594116
epoch time: 8.0179481506s, input_fired_time: 0.1222213134, output_fired_time: 0.0000000000, propagate_forward_time: 7.3931574821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025691986
validation[          , genome  5236] predictions:    9560/  10000 (95.60%), best:    9778/10000 (97.78%), error:      1480.73694, best error:       824.56470 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 96.6731338501s, input_fired_time: 0.9435501099, output_fired_time: 0.9467803836, propagate_forward_time: 36.0792579651, propagate_backward_time: 55.8954048157, weight_update_time: 0.1951921135, other_time: 2.8081436157
epoch time: 7.8235263824s, input_fired_time: 0.1209258288, output_fired_time: 0.0000000000, propagate_forward_time: 7.2044491768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981513023
validation[          , genome  5236] predictions:    9758/  10000 (97.58%), best:    9778/10000 (97.78%), error:       864.65942, best error:       824.56470 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 96.7958679199s, input_fired_time: 0.9519469142, output_fired_time: 0.9471836090, propagate_forward_time: 36.0002021790, propagate_backward_time: 56.1067085266, weight_update_time: 0.1943044662, other_time: 2.7898254395
epoch time: 7.9189181328s, input_fired_time: 0.1194728166, output_fired_time: 0.0000000000, propagate_forward_time: 7.3038778305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955673218
validation[          , genome  5236] predictions:    9762/  10000 (97.62%), best:    9778/10000 (97.78%), error:       834.18634, best error:       824.56470 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 96.3821029663s, input_fired_time: 0.9482743740, output_fired_time: 0.9483622313, propagate_forward_time: 36.0089263916, propagate_backward_time: 55.6753501892, weight_update_time: 0.1930872053, other_time: 2.8011894226
epoch time: 7.6309685707s, input_fired_time: 0.1156072319, output_fired_time: 0.0000000000, propagate_forward_time: 7.0289201736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864411354
validation[          , genome  5236] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       866.29028, best error:       824.56470 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 97.0657119751s, input_fired_time: 0.9576368928, output_fired_time: 0.9461742043, propagate_forward_time: 36.1715583801, propagate_backward_time: 56.1867103577, weight_update_time: 0.1946663707, other_time: 2.8036346436
epoch time: 8.0730924606s, input_fired_time: 0.1200363412, output_fired_time: 0.0000000000, propagate_forward_time: 7.4565968513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964594841
validation[          , genome  5236] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       854.54333, best error:       824.56470 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 97.2375259399s, input_fired_time: 0.9511694312, output_fired_time: 0.9496178031, propagate_forward_time: 36.1793098450, propagate_backward_time: 56.3263282776, weight_update_time: 0.1984637380, other_time: 2.8311004639
epoch time: 7.9812660217s, input_fired_time: 0.1198988557, output_fired_time: 0.0000000000, propagate_forward_time: 7.3613309860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000362396
validation[          , genome  5236] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       893.49939, best error:       824.56470 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 96.3885574341s, input_fired_time: 0.9445586205, output_fired_time: 0.9422072768, propagate_forward_time: 35.9478034973, propagate_backward_time: 55.7662277222, weight_update_time: 0.1941632330, other_time: 2.7877616882
epoch time: 7.7876482010s, input_fired_time: 0.1194963902, output_fired_time: 0.0000000000, propagate_forward_time: 7.1738920212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942598343
validation[          , genome  5236] predictions:    9701/  10000 (97.01%), best:    9778/10000 (97.78%), error:      1062.91516, best error:       824.56470 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 96.6364059448s, input_fired_time: 0.9462385774, output_fired_time: 0.9465208650, propagate_forward_time: 35.9975738525, propagate_backward_time: 55.9653778076, weight_update_time: 0.1955674887, other_time: 2.7807006836
epoch time: 7.8894329071s, input_fired_time: 0.1215001270, output_fired_time: 0.0000000000, propagate_forward_time: 7.2821726799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857602119
validation[          , genome  5236] predictions:    9715/  10000 (97.15%), best:    9778/10000 (97.78%), error:       960.76141, best error:       824.56470 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 97.4156646729s, input_fired_time: 0.9514584541, output_fired_time: 0.9552859664, propagate_forward_time: 36.3689537048, propagate_backward_time: 56.3434486389, weight_update_time: 0.1968806684, other_time: 2.7965164185
epoch time: 7.9606862068s, input_fired_time: 0.1242116764, output_fired_time: 0.0000000000, propagate_forward_time: 7.3466153145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898591042
validation[          , genome  5236] predictions:    9748/  10000 (97.48%), best:    9778/10000 (97.78%), error:       878.72589, best error:       824.56470 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.5505142212s, input_fired_time: 0.9606274366, output_fired_time: 0.9563735723, propagate_forward_time: 36.4318237305, propagate_backward_time: 56.4025688171, weight_update_time: 0.1991123855, other_time: 2.7991218567
epoch time: 7.9987463951s, input_fired_time: 0.1225289479, output_fired_time: 0.0000000000, propagate_forward_time: 7.3760962486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001211166
validation[          , genome  5236] predictions:    9737/  10000 (97.37%), best:    9778/10000 (97.78%), error:       912.95105, best error:       824.56470 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 96.7263717651s, input_fired_time: 0.9477106333, output_fired_time: 0.9491280913, propagate_forward_time: 35.9523773193, propagate_backward_time: 56.0795593262, weight_update_time: 0.1960192770, other_time: 2.7975997925
epoch time: 8.0023612976s, input_fired_time: 0.1207580343, output_fired_time: 0.0000000000, propagate_forward_time: 7.3883147240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932885170
validation[          , genome  5236] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       926.88605, best error:       824.56470 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 96.7822723389s, input_fired_time: 0.9598333836, output_fired_time: 0.9544962645, propagate_forward_time: 36.1128273010, propagate_backward_time: 55.9590415955, weight_update_time: 0.1959431171, other_time: 2.7960739136
epoch time: 7.8592991829s, input_fired_time: 0.1225365400, output_fired_time: 0.0000000000, propagate_forward_time: 7.2390933037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976692200
validation[          , genome  5236] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       897.46173, best error:       824.56470 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.1853713989s, input_fired_time: 0.9486521482, output_fired_time: 0.9536653757, propagate_forward_time: 36.2993087769, propagate_backward_time: 56.1843681335, weight_update_time: 0.1961118728, other_time: 2.7993736267
epoch time: 8.0142269135s, input_fired_time: 0.1224234253, output_fired_time: 0.0000000000, propagate_forward_time: 7.3902940750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015091896
validation[          , genome  5236] predictions:    9706/  10000 (97.06%), best:    9778/10000 (97.78%), error:      1025.32642, best error:       824.56470 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 97.7232284546s, input_fired_time: 0.9574433565, output_fired_time: 0.9563268423, propagate_forward_time: 36.4661598206, propagate_backward_time: 56.5268135071, weight_update_time: 0.1977113634, other_time: 2.8164825439
epoch time: 8.0709810257s, input_fired_time: 0.1220574975, output_fired_time: 0.0000000000, propagate_forward_time: 7.4467382431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021853447
validation[          , genome  5236] predictions:    9686/  10000 (96.86%), best:    9778/10000 (97.78%), error:      1057.63428, best error:       824.56470 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 97.3563842773s, input_fired_time: 0.9580841660, output_fired_time: 0.9631117582, propagate_forward_time: 36.2812271118, propagate_backward_time: 56.3719749451, weight_update_time: 0.1944855452, other_time: 2.7819862366
epoch time: 7.8555488586s, input_fired_time: 0.1206248999, output_fired_time: 0.0000000000, propagate_forward_time: 7.2369403839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979834557
validation[          , genome  5236] predictions:    9700/  10000 (97.00%), best:    9778/10000 (97.78%), error:      1086.14856, best error:       824.56470 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 96.3044052124s, input_fired_time: 0.9479771256, output_fired_time: 0.9424696565, propagate_forward_time: 35.8934402466, propagate_backward_time: 55.7234230042, weight_update_time: 0.1978962123, other_time: 2.7971000671
epoch time: 7.9525022507s, input_fired_time: 0.1213509887, output_fired_time: 0.0000000000, propagate_forward_time: 7.3320436478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991078377
validation[          , genome  5236] predictions:    9690/  10000 (96.90%), best:    9778/10000 (97.78%), error:      1034.17798, best error:       824.56470 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 97.6991271973s, input_fired_time: 0.9584740996, output_fired_time: 0.9605727196, propagate_forward_time: 36.5660057068, propagate_backward_time: 56.3913154602, weight_update_time: 0.1962810159, other_time: 2.8227615356
epoch time: 7.7331690788s, input_fired_time: 0.1223046109, output_fired_time: 0.0000000000, propagate_forward_time: 7.1189365387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919281006
validation[          , genome  5236] predictions:    9661/  10000 (96.61%), best:    9778/10000 (97.78%), error:      1151.07117, best error:       824.56470 on epoch:    77, 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: 39.8937263489s, input_fired_time: 0.6015602350, output_fired_time: 0.0000000000, propagate_forward_time: 36.7237739563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5683937073
best training[          , genome  5236] predictions:   49569/  50000 (99.14%), best:    9778/10000 (97.78%), error:      1783.65784, best error:       824.56470 on epoch:    77, 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: 7.9697494507s, input_fired_time: 0.1188976094, output_fired_time: 0.0000000000, propagate_forward_time: 7.3457455635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051064491
   testing[          , genome  5236] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       814.37109, best error:       824.56470 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:17:01 (6136): called boinc_finish(0)

</stderr_txt>
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