Nameexact_genome_1512568488_41_4841_0
Workunit2595513
Created7 Dec 2017, 12:07:26 UTC
Sent7 Dec 2017, 12:09:11 UTC
Report deadline13 Dec 2017, 1:22:47 UTC
Received8 Dec 2017, 21:25:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 45 min 9 sec
CPU time2 hours 45 min 5 sec
Validate stateValid
Credit1,387.78
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.79 MB
Peak swap size153.26 MB
Peak disk usage1.64 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1563327461, output_fired_time: 0.0000000000, propagate_forward_time: 6.6770839691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940571785
validation[          , genome  4841] predictions:    9605/  10000 (96.05%), best:    9616/10000 (96.16%), error:      1282.50513, best error:      1272.90320 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 90.6347579956s, input_fired_time: 1.2731722593, output_fired_time: 1.2233616114, propagate_forward_time: 33.8882751465, propagate_backward_time: 51.5885887146, weight_update_time: 0.1352890879, other_time: 2.6613655090
epoch time: 7.3605341911s, input_fired_time: 0.1576133519, output_fired_time: 0.0000000000, propagate_forward_time: 6.7115092278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914116859
validation[          , genome  4841] predictions:    9554/  10000 (95.54%), best:    9616/10000 (96.16%), error:      1389.99353, best error:      1272.90320 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 90.3780975342s, input_fired_time: 1.2750777006, output_fired_time: 1.2213587761, propagate_forward_time: 33.7992935181, propagate_backward_time: 51.4134521484, weight_update_time: 0.1351541579, other_time: 2.6689147949
epoch time: 7.4068942070s, input_fired_time: 0.1543383896, output_fired_time: 0.0000000000, propagate_forward_time: 6.7743120193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782438278
validation[          , genome  4841] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1207.93079, best error:      1207.93079 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.8179321289s, input_fired_time: 1.2675689459, output_fired_time: 1.2119897604, propagate_forward_time: 33.5500373840, propagate_backward_time: 51.1348953247, weight_update_time: 0.1328949034, other_time: 2.6534385681
epoch time: 7.3417739868s, input_fired_time: 0.1555852145, output_fired_time: 0.0000000000, propagate_forward_time: 6.7070469856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791417122
validation[          , genome  4841] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1186.85437, best error:      1186.85437 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 90.2150573730s, input_fired_time: 1.2750440836, output_fired_time: 1.2221624851, propagate_forward_time: 33.6556358337, propagate_backward_time: 51.3915939331, weight_update_time: 0.1358546764, other_time: 2.6706199646
epoch time: 7.4192547798s, input_fired_time: 0.1558813006, output_fired_time: 0.0000000000, propagate_forward_time: 6.7835631371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798102379
validation[          , genome  4841] predictions:    9587/  10000 (95.87%), best:    9654/10000 (96.54%), error:      1374.69165, best error:      1186.85437 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.0123138428s, input_fired_time: 1.2711306810, output_fired_time: 1.2106903791, propagate_forward_time: 33.5742340088, propagate_backward_time: 51.2687759399, weight_update_time: 0.1331461221, other_time: 2.6874771118
epoch time: 7.3747076988s, input_fired_time: 0.1564642936, output_fired_time: 0.0000000000, propagate_forward_time: 6.7383065224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799370766
validation[          , genome  4841] predictions:    9429/  10000 (94.29%), best:    9654/10000 (96.54%), error:      1909.14746, best error:      1186.85437 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 90.3955383301s, input_fired_time: 1.2892317772, output_fired_time: 1.2140713930, propagate_forward_time: 33.7915229797, propagate_backward_time: 51.3584747314, weight_update_time: 0.1362053007, other_time: 2.7422370911
epoch time: 7.4182200432s, input_fired_time: 0.1572353244, output_fired_time: 0.0000000000, propagate_forward_time: 6.7678575516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931273460
validation[          , genome  4841] predictions:    9604/  10000 (96.04%), best:    9654/10000 (96.54%), error:      1289.95984, best error:      1186.85437 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 90.0926589966s, input_fired_time: 1.2695938349, output_fired_time: 1.2132587433, propagate_forward_time: 33.6912384033, propagate_backward_time: 51.2749786377, weight_update_time: 0.1336838752, other_time: 2.6435928345
epoch time: 7.3595285416s, input_fired_time: 0.1565976590, output_fired_time: 0.0000000000, propagate_forward_time: 6.7229881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799427986
validation[          , genome  4841] predictions:    9262/  10000 (92.62%), best:    9654/10000 (96.54%), error:      2479.79199, best error:      1186.85437 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.0823364258s, input_fired_time: 1.2719842196, output_fired_time: 1.2165817022, propagate_forward_time: 33.6360549927, propagate_backward_time: 51.3074874878, weight_update_time: 0.1353608221, other_time: 2.6502227783
epoch time: 7.3878545761s, input_fired_time: 0.1564344317, output_fired_time: 0.0000000000, propagate_forward_time: 6.7541503906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772696495
validation[          , genome  4841] predictions:    9620/  10000 (96.20%), best:    9654/10000 (96.54%), error:      1213.11975, best error:      1186.85437 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.9118270874s, input_fired_time: 1.2910780907, output_fired_time: 1.2075592279, propagate_forward_time: 33.6078224182, propagate_backward_time: 51.0641975403, weight_update_time: 0.1368008405, other_time: 2.7411727905
epoch time: 7.3619503975s, input_fired_time: 0.1579376310, output_fired_time: 0.0000000000, propagate_forward_time: 6.7126836777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913291931
validation[          , genome  4841] predictions:    9649/  10000 (96.49%), best:    9654/10000 (96.54%), error:      1188.77588, best error:      1186.85437 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.7983856201s, input_fired_time: 1.2923930883, output_fired_time: 1.2091472149, propagate_forward_time: 33.4635353088, propagate_backward_time: 51.1041641235, weight_update_time: 0.1351093799, other_time: 2.7291450500
epoch time: 7.3238897324s, input_fired_time: 0.1565173119, output_fired_time: 0.0000000000, propagate_forward_time: 6.6774768829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898953438
validation[          , genome  4841] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1171.19348, best error:      1171.19348 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.7027359009s, input_fired_time: 1.2851878405, output_fired_time: 1.2043516636, propagate_forward_time: 33.5761718750, propagate_backward_time: 50.9226875305, weight_update_time: 0.1355569065, other_time: 2.7143363953
epoch time: 7.2761855125s, input_fired_time: 0.1546882540, output_fired_time: 0.0000000000, propagate_forward_time: 6.6471519470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743452072
validation[          , genome  4841] predictions:    9628/  10000 (96.28%), best:    9629/10000 (96.29%), error:      1210.67029, best error:      1171.19348 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 90.8046646118s, input_fired_time: 1.2789359093, output_fired_time: 1.2229404449, propagate_forward_time: 33.9561843872, propagate_backward_time: 51.7009506226, weight_update_time: 0.1335181892, other_time: 2.6456527710
epoch time: 7.4418401718s, input_fired_time: 0.1578252465, output_fired_time: 0.0000000000, propagate_forward_time: 6.8031048775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809098244
validation[          , genome  4841] predictions:    9618/  10000 (96.18%), best:    9629/10000 (96.29%), error:      1274.51880, best error:      1171.19348 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 90.5540466309s, input_fired_time: 1.2952013016, output_fired_time: 1.2174628973, propagate_forward_time: 33.8028335571, propagate_backward_time: 51.4945564270, weight_update_time: 0.1361750811, other_time: 2.7439918518
epoch time: 7.3308372498s, input_fired_time: 0.1560466141, output_fired_time: 0.0000000000, propagate_forward_time: 6.6921386719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826521873
validation[          , genome  4841] predictions:    9615/  10000 (96.15%), best:    9629/10000 (96.29%), error:      1299.72278, best error:      1171.19348 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 89.7814178467s, input_fired_time: 1.2738465071, output_fired_time: 1.2128669024, propagate_forward_time: 33.6982040405, propagate_backward_time: 50.9428482056, weight_update_time: 0.1331767887, other_time: 2.6536483765
epoch time: 7.3385415077s, input_fired_time: 0.1553268731, output_fired_time: 0.0000000000, propagate_forward_time: 6.7037816048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794330597
validation[          , genome  4841] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1136.72900, best error:      1136.72900 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.8027343750s, input_fired_time: 1.2831778526, output_fired_time: 1.2126828432, propagate_forward_time: 33.5461921692, propagate_backward_time: 51.0242576599, weight_update_time: 0.1359315515, other_time: 2.7364196777
epoch time: 7.4116864204s, input_fired_time: 0.1585463285, output_fired_time: 0.0000000000, propagate_forward_time: 6.7604036331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927363396
validation[          , genome  4841] predictions:    9633/  10000 (96.33%), best:    9653/10000 (96.53%), error:      1190.12964, best error:      1136.72900 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.2524719238s, input_fired_time: 1.2767817974, output_fired_time: 1.2176580429, propagate_forward_time: 33.7661819458, propagate_backward_time: 51.3241119385, weight_update_time: 0.1352050006, other_time: 2.6677398682
epoch time: 7.3920464516s, input_fired_time: 0.1566805094, output_fired_time: 0.0000000000, propagate_forward_time: 6.7534713745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818944931
validation[          , genome  4841] predictions:    9541/  10000 (95.41%), best:    9653/10000 (96.53%), error:      1490.94849, best error:      1136.72900 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 90.2794265747s, input_fired_time: 1.2928755283, output_fired_time: 1.2159135342, propagate_forward_time: 33.7023086548, propagate_backward_time: 51.3197555542, weight_update_time: 0.1364325732, other_time: 2.7485733032
epoch time: 7.4147486687s, input_fired_time: 0.1600140035, output_fired_time: 0.0000000000, propagate_forward_time: 6.7612371445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934973717
validation[          , genome  4841] predictions:    9580/  10000 (95.80%), best:    9653/10000 (96.53%), error:      1388.17627, best error:      1136.72900 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.8644866943s, input_fired_time: 1.2815176249, output_fired_time: 1.2099711895, propagate_forward_time: 33.5852165222, propagate_backward_time: 51.1304931641, weight_update_time: 0.1334699094, other_time: 2.6572914124
epoch time: 7.3603549004s, input_fired_time: 0.1570640355, output_fired_time: 0.0000000000, propagate_forward_time: 6.7233924866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798984528
validation[          , genome  4841] predictions:    9638/  10000 (96.38%), best:    9653/10000 (96.53%), error:      1181.97278, best error:      1136.72900 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.0936203003s, input_fired_time: 1.2756800652, output_fired_time: 1.2206046581, propagate_forward_time: 33.6583518982, propagate_backward_time: 51.2676124573, weight_update_time: 0.1340913475, other_time: 2.6713714600
epoch time: 7.3515672684s, input_fired_time: 0.1586616188, output_fired_time: 0.0000000000, propagate_forward_time: 6.7126517296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802536964
validation[          , genome  4841] predictions:    9631/  10000 (96.31%), best:    9653/10000 (96.53%), error:      1179.56079, best error:      1136.72900 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.6820602417s, input_fired_time: 1.2865408659, output_fired_time: 1.2291443348, propagate_forward_time: 33.8974266052, propagate_backward_time: 51.5962028503, weight_update_time: 0.1350029260, other_time: 2.6727523804
epoch time: 7.3377060890s, input_fired_time: 0.1565360725, output_fired_time: 0.0000000000, propagate_forward_time: 6.6996307373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815392494
validation[          , genome  4841] predictions:    9586/  10000 (95.86%), best:    9653/10000 (96.53%), error:      1367.09351, best error:      1136.72900 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.1973037720s, input_fired_time: 1.2738499641, output_fired_time: 1.2052019835, propagate_forward_time: 33.2692871094, propagate_backward_time: 50.8017539978, weight_update_time: 0.1317919791, other_time: 2.6472129822
epoch time: 7.2670516968s, input_fired_time: 0.1574400067, output_fired_time: 0.0000000000, propagate_forward_time: 6.6325197220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770917892
validation[          , genome  4841] predictions:    9634/  10000 (96.34%), best:    9653/10000 (96.53%), error:      1210.09265, best error:      1136.72900 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.0133972168s, input_fired_time: 1.2764871120, output_fired_time: 1.2127724886, propagate_forward_time: 33.6566619873, propagate_backward_time: 51.2135238647, weight_update_time: 0.1344402581, other_time: 2.6539459229
epoch time: 7.2968873978s, input_fired_time: 0.1574476361, output_fired_time: 0.0000000000, propagate_forward_time: 6.6610107422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784288406
validation[          , genome  4841] predictions:    9533/  10000 (95.33%), best:    9653/10000 (96.53%), error:      1534.07520, best error:      1136.72900 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.2079696655s, input_fired_time: 1.2807579041, output_fired_time: 1.2111617327, propagate_forward_time: 33.7220153809, propagate_backward_time: 51.3292541504, weight_update_time: 0.1345086694, other_time: 2.6647872925
epoch time: 7.3819899559s, input_fired_time: 0.1587312520, output_fired_time: 0.0000000000, propagate_forward_time: 6.7311344147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921240807
validation[          , genome  4841] predictions:    9599/  10000 (95.99%), best:    9653/10000 (96.53%), error:      1292.64954, best error:      1136.72900 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.2949066162s, input_fired_time: 1.2969772816, output_fired_time: 1.2191522121, propagate_forward_time: 33.7546997070, propagate_backward_time: 51.2852859497, weight_update_time: 0.1361605227, other_time: 2.7387924194
epoch time: 7.3195638657s, input_fired_time: 0.1600618213, output_fired_time: 0.0000000000, propagate_forward_time: 6.6697764397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897255898
validation[          , genome  4841] predictions:    9580/  10000 (95.80%), best:    9653/10000 (96.53%), error:      1433.51978, best error:      1136.72900 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.9538726807s, input_fired_time: 1.2790433168, output_fired_time: 1.2114399672, propagate_forward_time: 33.5750808716, propagate_backward_time: 51.2086181641, weight_update_time: 0.1346688867, other_time: 2.6796875000
epoch time: 7.3503212929s, input_fired_time: 0.1564840227, output_fired_time: 0.0000000000, propagate_forward_time: 6.7157535553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780836105
validation[          , genome  4841] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1131.76453, best error:      1131.76453 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.5822753906s, input_fired_time: 1.2917537689, output_fired_time: 1.2134538889, propagate_forward_time: 33.2979965210, propagate_backward_time: 51.0407066345, weight_update_time: 0.1364444941, other_time: 2.7383613586
epoch time: 7.4378690720s, input_fired_time: 0.1594385803, output_fired_time: 0.0000000000, propagate_forward_time: 6.7866029739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918274879
validation[          , genome  4841] predictions:    9650/  10000 (96.50%), best:    9652/10000 (96.52%), error:      1140.23828, best error:      1131.76453 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.3319244385s, input_fired_time: 1.2678205967, output_fired_time: 1.2053512335, propagate_forward_time: 33.3332328796, propagate_backward_time: 50.8963165283, weight_update_time: 0.1329055429, other_time: 2.6291999817
epoch time: 7.3271713257s, input_fired_time: 0.1587124318, output_fired_time: 0.0000000000, propagate_forward_time: 6.6902723312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781866074
validation[          , genome  4841] predictions:    9653/  10000 (96.53%), best:    9652/10000 (96.52%), error:      1162.42456, best error:      1131.76453 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.2182540894s, input_fired_time: 1.2800335884, output_fired_time: 1.2144383192, propagate_forward_time: 33.7435455322, propagate_backward_time: 51.3416595459, weight_update_time: 0.1334348619, other_time: 2.6385726929
epoch time: 7.3873729706s, input_fired_time: 0.1581772268, output_fired_time: 0.0000000000, propagate_forward_time: 6.7496452332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795503616
validation[          , genome  4841] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1106.99170, best error:      1106.99170 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.2189636230s, input_fired_time: 1.2970427275, output_fired_time: 1.2184761763, propagate_forward_time: 33.6076660156, propagate_backward_time: 51.3603515625, weight_update_time: 0.1363222897, other_time: 2.7354278564
epoch time: 7.3017511368s, input_fired_time: 0.1576539576, output_fired_time: 0.0000000000, propagate_forward_time: 6.6519613266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921360016
validation[          , genome  4841] predictions:    9542/  10000 (95.42%), best:    9676/10000 (96.76%), error:      1467.73340, best error:      1106.99170 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.1983032227s, input_fired_time: 1.2912962437, output_fired_time: 1.1931657791, propagate_forward_time: 33.8901367188, propagate_backward_time: 51.1404724121, weight_update_time: 0.1336309314, other_time: 2.6832275391
epoch time: 7.3556814194s, input_fired_time: 0.1579397023, output_fired_time: 0.0000000000, propagate_forward_time: 6.7175688744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801726341
validation[          , genome  4841] predictions:    9666/  10000 (96.66%), best:    9676/10000 (96.76%), error:      1115.96094, best error:      1106.99170 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.5449295044s, input_fired_time: 1.3071200848, output_fired_time: 1.2261134386, propagate_forward_time: 33.7733650208, propagate_backward_time: 51.4981460571, weight_update_time: 0.1357824355, other_time: 2.7401847839
epoch time: 7.4012832642s, input_fired_time: 0.1604856104, output_fired_time: 0.0000000000, propagate_forward_time: 6.7479081154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928894043
validation[          , genome  4841] predictions:    9643/  10000 (96.43%), best:    9676/10000 (96.76%), error:      1158.03662, best error:      1106.99170 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.3548660278s, input_fired_time: 1.2999395132, output_fired_time: 1.2110646963, propagate_forward_time: 33.7065353394, propagate_backward_time: 51.3964691162, weight_update_time: 0.1359489560, other_time: 2.7408523560
epoch time: 7.4220485687s, input_fired_time: 0.1613633186, output_fired_time: 0.0000000000, propagate_forward_time: 6.7660760880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946093559
validation[          , genome  4841] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1089.64270, best error:      1089.64270 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.8138961792s, input_fired_time: 1.3102204800, output_fired_time: 1.2259997129, propagate_forward_time: 33.9545021057, propagate_backward_time: 51.5882987976, weight_update_time: 0.1357675344, other_time: 2.7348785400
epoch time: 7.4427990913s, input_fired_time: 0.1614266634, output_fired_time: 0.0000000000, propagate_forward_time: 6.7888956070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924769402
validation[          , genome  4841] predictions:    9632/  10000 (96.32%), best:    9673/10000 (96.73%), error:      1179.60156, best error:      1089.64270 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.6462097168s, input_fired_time: 1.2971942425, output_fired_time: 1.2225275040, propagate_forward_time: 33.8877944946, propagate_backward_time: 51.5369415283, weight_update_time: 0.1352160275, other_time: 2.7017517090
epoch time: 7.4282727242s, input_fired_time: 0.1593177170, output_fired_time: 0.0000000000, propagate_forward_time: 6.7883076668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806475639
validation[          , genome  4841] predictions:    9632/  10000 (96.32%), best:    9673/10000 (96.73%), error:      1218.38196, best error:      1089.64270 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.0031051636s, input_fired_time: 1.3040493727, output_fired_time: 1.2107644081, propagate_forward_time: 33.5809173584, propagate_backward_time: 51.1686096191, weight_update_time: 0.1347526461, other_time: 2.7387695313
epoch time: 7.3092522621s, input_fired_time: 0.1590200216, output_fired_time: 0.0000000000, propagate_forward_time: 6.6594638824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907684326
validation[          , genome  4841] predictions:    9655/  10000 (96.55%), best:    9673/10000 (96.73%), error:      1154.72729, best error:      1089.64270 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.3428955078s, input_fired_time: 1.3040016890, output_fired_time: 1.2146098614, propagate_forward_time: 33.6721191406, propagate_backward_time: 51.4177513123, weight_update_time: 0.1369622201, other_time: 2.7344169617
epoch time: 7.3566508293s, input_fired_time: 0.1590999067, output_fired_time: 0.0000000000, propagate_forward_time: 6.7067961693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907546043
validation[          , genome  4841] predictions:    9612/  10000 (96.12%), best:    9673/10000 (96.73%), error:      1279.23303, best error:      1089.64270 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.5798645020s, input_fired_time: 1.2929080725, output_fired_time: 1.2039357424, propagate_forward_time: 33.4960327148, propagate_backward_time: 50.8783378601, weight_update_time: 0.1337781847, other_time: 2.7086524963
epoch time: 7.2839827538s, input_fired_time: 0.1578888893, output_fired_time: 0.0000000000, propagate_forward_time: 6.6468486786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792451859
validation[          , genome  4841] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1079.29248, best error:      1079.29248 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.3629455566s, input_fired_time: 1.3061507940, output_fired_time: 1.2202937603, propagate_forward_time: 33.6638031006, propagate_backward_time: 51.4397811890, weight_update_time: 0.1360610127, other_time: 2.7329177856
epoch time: 7.3488130569s, input_fired_time: 0.1605158448, output_fired_time: 0.0000000000, propagate_forward_time: 6.6954245567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928727150
validation[          , genome  4841] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1198.87927, best error:      1079.29248 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.0915832520s, input_fired_time: 1.2835644484, output_fired_time: 1.2132549286, propagate_forward_time: 33.6955108643, propagate_backward_time: 51.2620048523, weight_update_time: 0.1338675171, other_time: 2.6372489929
epoch time: 7.3777422905s, input_fired_time: 0.1582166255, output_fired_time: 0.0000000000, propagate_forward_time: 6.7400808334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794449806
validation[          , genome  4841] predictions:    9592/  10000 (95.92%), best:    9672/10000 (96.72%), error:      1276.10266, best error:      1079.29248 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.2142105103s, input_fired_time: 1.3014088869, output_fired_time: 1.2188240290, propagate_forward_time: 33.6196708679, propagate_backward_time: 51.3347816467, weight_update_time: 0.1350362301, other_time: 2.7395248413
epoch time: 7.3076448441s, input_fired_time: 0.1622121632, output_fired_time: 0.0000000000, propagate_forward_time: 6.6544389725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909934998
validation[          , genome  4841] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1076.79785, best error:      1076.79785 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.5704956055s, input_fired_time: 1.2910267115, output_fired_time: 1.2234041691, propagate_forward_time: 33.8943634033, propagate_backward_time: 51.5184440613, weight_update_time: 0.1344040781, other_time: 2.6432609558
epoch time: 7.4269242287s, input_fired_time: 0.1603450030, output_fired_time: 0.0000000000, propagate_forward_time: 6.7853817940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811973572
validation[          , genome  4841] predictions:    9657/  10000 (96.57%), best:    9682/10000 (96.82%), error:      1160.20056, best error:      1076.79785 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.3434906006s, input_fired_time: 1.2870241404, output_fired_time: 1.2205442190, propagate_forward_time: 33.7643051147, propagate_backward_time: 51.4021224976, weight_update_time: 0.1334861070, other_time: 2.6694946289
epoch time: 7.4207921028s, input_fired_time: 0.1588662565, output_fired_time: 0.0000000000, propagate_forward_time: 6.7803802490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815454483
validation[          , genome  4841] predictions:    9625/  10000 (96.25%), best:    9682/10000 (96.82%), error:      1206.80750, best error:      1076.79785 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.1209411621s, input_fired_time: 1.3079779148, output_fired_time: 1.2212150097, propagate_forward_time: 33.5699234009, propagate_backward_time: 51.2874870300, weight_update_time: 0.1369879842, other_time: 2.7343406677
epoch time: 7.3866524696s, input_fired_time: 0.1619152725, output_fired_time: 0.0000000000, propagate_forward_time: 6.7327733040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919638634
validation[          , genome  4841] predictions:    9577/  10000 (95.77%), best:    9682/10000 (96.82%), error:      1353.94360, best error:      1076.79785 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.7800369263s, input_fired_time: 1.2896232605, output_fired_time: 1.2050399780, propagate_forward_time: 33.4878349304, propagate_backward_time: 51.1184158325, weight_update_time: 0.1334984452, other_time: 2.6791267395
epoch time: 7.3402776718s, input_fired_time: 0.1587013453, output_fired_time: 0.0000000000, propagate_forward_time: 6.7020378113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795384407
validation[          , genome  4841] predictions:    9648/  10000 (96.48%), best:    9682/10000 (96.82%), error:      1168.52002, best error:      1076.79785 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.6361999512s, input_fired_time: 1.2952697277, output_fired_time: 1.2197973728, propagate_forward_time: 33.8583030701, propagate_backward_time: 51.5821037292, weight_update_time: 0.1347527206, other_time: 2.6807250977
epoch time: 7.3698539734s, input_fired_time: 0.1586069912, output_fired_time: 0.0000000000, propagate_forward_time: 6.7328438759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784030914
validation[          , genome  4841] predictions:    9584/  10000 (95.84%), best:    9682/10000 (96.82%), error:      1373.78064, best error:      1076.79785 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.3507766724s, input_fired_time: 1.2938847542, output_fired_time: 1.2012635469, propagate_forward_time: 33.2796783447, propagate_backward_time: 50.8745155334, weight_update_time: 0.1351861656, other_time: 2.7014350891
epoch time: 7.4169631004s, input_fired_time: 0.1599093974, output_fired_time: 0.0000000000, propagate_forward_time: 6.7764487267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806051254
validation[          , genome  4841] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1103.99841, best error:      1076.79785 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.0631561279s, input_fired_time: 1.3036388159, output_fired_time: 1.2124551535, propagate_forward_time: 33.6119194031, propagate_backward_time: 51.1918601990, weight_update_time: 0.1342460811, other_time: 2.7432785034
epoch time: 7.3968353271s, input_fired_time: 0.1617700160, output_fired_time: 0.0000000000, propagate_forward_time: 6.7408504486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942150116
validation[          , genome  4841] predictions:    9276/  10000 (92.76%), best:    9682/10000 (96.82%), error:      2629.23901, best error:      1076.79785 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.2959976196s, input_fired_time: 1.3028903008, output_fired_time: 1.2114112377, propagate_forward_time: 33.6981048584, propagate_backward_time: 51.3445625305, weight_update_time: 0.1369135678, other_time: 2.7390327454
epoch time: 7.3618006706s, input_fired_time: 0.1613296121, output_fired_time: 0.0000000000, propagate_forward_time: 6.7090330124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914379120
validation[          , genome  4841] predictions:    9677/  10000 (96.77%), best:    9682/10000 (96.82%), error:      1078.58765, best error:      1076.79785 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 90.3503570557s, input_fired_time: 1.2942572832, output_fired_time: 1.2193588018, propagate_forward_time: 33.7798690796, propagate_backward_time: 51.3924522400, weight_update_time: 0.1353404224, other_time: 2.6644172668
epoch time: 7.4284071922s, input_fired_time: 0.1583125889, output_fired_time: 0.0000000000, propagate_forward_time: 6.7891798019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809145927
validation[          , genome  4841] predictions:    9593/  10000 (95.93%), best:    9682/10000 (96.82%), error:      1386.62341, best error:      1076.79785 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 90.6722335815s, input_fired_time: 1.2937237024, output_fired_time: 1.2215024233, propagate_forward_time: 33.8730163574, propagate_backward_time: 51.6175842285, weight_update_time: 0.1340820789, other_time: 2.6664047241
epoch time: 7.3317804337s, input_fired_time: 0.1565531641, output_fired_time: 0.0000000000, propagate_forward_time: 6.6958541870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793729782
validation[          , genome  4841] predictions:    9662/  10000 (96.62%), best:    9682/10000 (96.82%), error:      1131.59680, best error:      1076.79785 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.1284561157s, input_fired_time: 1.3002859354, output_fired_time: 1.2119622231, propagate_forward_time: 33.6086235046, propagate_backward_time: 51.2652511597, weight_update_time: 0.1357333213, other_time: 2.7423362732
epoch time: 7.4400281906s, input_fired_time: 0.1626387835, output_fired_time: 0.0000000000, propagate_forward_time: 6.7830491066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943404198
validation[          , genome  4841] predictions:    9591/  10000 (95.91%), best:    9682/10000 (96.82%), error:      1373.89709, best error:      1076.79785 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 89.4319229126s, input_fired_time: 1.2804317474, output_fired_time: 1.2079756260, propagate_forward_time: 33.3164367676, propagate_backward_time: 50.9788703918, weight_update_time: 0.1341447681, other_time: 2.6482048035
epoch time: 7.2571411133s, input_fired_time: 0.1588551104, output_fired_time: 0.0000000000, propagate_forward_time: 6.6185331345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797530174
validation[          , genome  4841] predictions:    9657/  10000 (96.57%), best:    9682/10000 (96.82%), error:      1143.38562, best error:      1076.79785 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 89.9706954956s, input_fired_time: 1.2899785042, output_fired_time: 1.2084711790, propagate_forward_time: 33.5586242676, propagate_backward_time: 51.2729377747, weight_update_time: 0.1335608661, other_time: 2.6406822205
epoch time: 7.3525447845s, input_fired_time: 0.1587615758, output_fired_time: 0.0000000000, propagate_forward_time: 6.7160286903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777545929
validation[          , genome  4841] predictions:    9663/  10000 (96.63%), best:    9682/10000 (96.82%), error:      1166.61975, best error:      1076.79785 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.5451202393s, input_fired_time: 1.2881940603, output_fired_time: 1.2088397741, propagate_forward_time: 33.4271163940, propagate_backward_time: 50.9759178162, weight_update_time: 0.1333972812, other_time: 2.6450538635
epoch time: 7.3410768509s, input_fired_time: 0.1583925188, output_fired_time: 0.0000000000, propagate_forward_time: 6.7047486305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779357910
validation[          , genome  4841] predictions:    9625/  10000 (96.25%), best:    9682/10000 (96.82%), error:      1197.89368, best error:      1076.79785 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.4891052246s, input_fired_time: 1.3087929487, output_fired_time: 1.2174215317, propagate_forward_time: 33.7486305237, propagate_backward_time: 51.4753799438, weight_update_time: 0.1353092194, other_time: 2.7388801575
epoch time: 7.3022966385s, input_fired_time: 0.1618630886, output_fired_time: 0.0000000000, propagate_forward_time: 6.6495046616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909286499
validation[          , genome  4841] predictions:    9641/  10000 (96.41%), best:    9682/10000 (96.82%), error:      1174.69080, best error:      1076.79785 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.1403045654s, input_fired_time: 1.2807911634, output_fired_time: 1.2004569769, propagate_forward_time: 33.2768363953, propagate_backward_time: 50.7557220459, weight_update_time: 0.1315844208, other_time: 2.6264991760
epoch time: 7.2573614120s, input_fired_time: 0.1587969959, output_fired_time: 0.0000000000, propagate_forward_time: 6.6199369431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786276817
validation[          , genome  4841] predictions:    9596/  10000 (95.96%), best:    9682/10000 (96.82%), error:      1359.12732, best error:      1076.79785 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.4435882568s, input_fired_time: 1.3140531778, output_fired_time: 1.2147347927, propagate_forward_time: 33.7652397156, propagate_backward_time: 51.4084701538, weight_update_time: 0.1361660957, other_time: 2.7410850525
epoch time: 7.4363093376s, input_fired_time: 0.1638152003, output_fired_time: 0.0000000000, propagate_forward_time: 6.7786521912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938421249
validation[          , genome  4841] predictions:    9593/  10000 (95.93%), best:    9682/10000 (96.82%), error:      1341.69214, best error:      1076.79785 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.4999771118s, input_fired_time: 1.3035689592, output_fired_time: 1.2118030787, propagate_forward_time: 33.2442741394, propagate_backward_time: 51.0154953003, weight_update_time: 0.1346513629, other_time: 2.7248420715
epoch time: 7.3600687981s, input_fired_time: 0.1589735001, output_fired_time: 0.0000000000, propagate_forward_time: 6.7216486931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794464111
validation[          , genome  4841] predictions:    9655/  10000 (96.55%), best:    9682/10000 (96.82%), error:      1146.19189, best error:      1076.79785 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 89.7771224976s, input_fired_time: 1.3018969297, output_fired_time: 1.2097429037, propagate_forward_time: 33.4857864380, propagate_backward_time: 51.0514602661, weight_update_time: 0.1354950368, other_time: 2.7282409668
epoch time: 7.3209996223s, input_fired_time: 0.1628319025, output_fired_time: 0.0000000000, propagate_forward_time: 6.6687626839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894051552
validation[          , genome  4841] predictions:    9631/  10000 (96.31%), best:    9682/10000 (96.82%), error:      1214.45007, best error:      1076.79785 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.2298507690s, input_fired_time: 1.3099062443, output_fired_time: 1.2143934965, propagate_forward_time: 33.6824760437, propagate_backward_time: 51.2754974365, weight_update_time: 0.1367282569, other_time: 2.7475776672
epoch time: 7.3837304115s, input_fired_time: 0.1617345661, output_fired_time: 0.0000000000, propagate_forward_time: 6.7260727882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959230423
validation[          , genome  4841] predictions:    9636/  10000 (96.36%), best:    9682/10000 (96.82%), error:      1187.55396, best error:      1076.79785 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.2964248657s, input_fired_time: 1.2975603342, output_fired_time: 1.2177944183, propagate_forward_time: 33.7700805664, propagate_backward_time: 51.3266754150, weight_update_time: 0.1360036284, other_time: 2.6843109131
epoch time: 7.3982329369s, input_fired_time: 0.1594680697, output_fired_time: 0.0000000000, propagate_forward_time: 6.7561497688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826149940
validation[          , genome  4841] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1087.33447, best error:      1076.79785 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.6309509277s, input_fired_time: 1.3037470579, output_fired_time: 1.2239730358, propagate_forward_time: 33.8609199524, propagate_backward_time: 51.5572128296, weight_update_time: 0.1352985501, other_time: 2.6850929260
epoch time: 7.4232115746s, input_fired_time: 0.1602052897, output_fired_time: 0.0000000000, propagate_forward_time: 6.7813711166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816350937
validation[          , genome  4841] predictions:    9578/  10000 (95.78%), best:    9682/10000 (96.82%), error:      1391.52026, best error:      1076.79785 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 90.5304412842s, input_fired_time: 1.2970438004, output_fired_time: 1.2192058563, propagate_forward_time: 33.8559532166, propagate_backward_time: 51.5188713074, weight_update_time: 0.1351339668, other_time: 2.6393661499
epoch time: 7.4049501419s, input_fired_time: 0.1632753462, output_fired_time: 0.0000000000, propagate_forward_time: 6.7467288971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949460030
validation[          , genome  4841] predictions:    9672/  10000 (96.72%), best:    9682/10000 (96.82%), error:      1113.55212, best error:      1076.79785 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.2786102295s, input_fired_time: 1.3006845713, output_fired_time: 1.2122299671, propagate_forward_time: 33.7377624512, propagate_backward_time: 51.3416366577, weight_update_time: 0.1350340396, other_time: 2.6863021851
epoch time: 7.3489131927s, input_fired_time: 0.1601057947, output_fired_time: 0.0000000000, propagate_forward_time: 6.7076668739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811406136
validation[          , genome  4841] predictions:    9636/  10000 (96.36%), best:    9682/10000 (96.82%), error:      1239.03564, best error:      1076.79785 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.7538757324s, input_fired_time: 1.2895100117, output_fired_time: 1.2110180855, propagate_forward_time: 33.5331993103, propagate_backward_time: 51.0826339722, weight_update_time: 0.1333716214, other_time: 2.6375083923
epoch time: 7.2721681595s, input_fired_time: 0.1611579061, output_fired_time: 0.0000000000, propagate_forward_time: 6.6331057549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779043198
validation[          , genome  4841] predictions:    9670/  10000 (96.70%), best:    9682/10000 (96.82%), error:      1090.96777, best error:      1076.79785 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.0327682495s, input_fired_time: 1.3102924824, output_fired_time: 1.2138081789, propagate_forward_time: 33.4915351868, propagate_backward_time: 51.2828559875, weight_update_time: 0.1354254782, other_time: 2.7342758179
epoch time: 7.4666228294s, input_fired_time: 0.1641625017, output_fired_time: 0.0000000000, propagate_forward_time: 6.8038859367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985742569
validation[          , genome  4841] predictions:    9655/  10000 (96.55%), best:    9682/10000 (96.82%), error:      1136.28259, best error:      1076.79785 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 89.6757583618s, input_fired_time: 1.2918046713, output_fired_time: 1.2064445019, propagate_forward_time: 33.4813957214, propagate_backward_time: 51.0353240967, weight_update_time: 0.1330605745, other_time: 2.6607933044
epoch time: 7.3262314796s, input_fired_time: 0.1607316434, output_fired_time: 0.0000000000, propagate_forward_time: 6.6865863800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789133072
validation[          , genome  4841] predictions:    9651/  10000 (96.51%), best:    9682/10000 (96.82%), error:      1213.25610, best error:      1076.79785 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.0932846069s, input_fired_time: 1.3045488596, output_fired_time: 1.2159105539, propagate_forward_time: 33.6035003662, propagate_backward_time: 51.2871551514, weight_update_time: 0.1343476623, other_time: 2.6821670532
epoch time: 7.3886079788s, input_fired_time: 0.1625116020, output_fired_time: 0.0000000000, propagate_forward_time: 6.7468557358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792404175
validation[          , genome  4841] predictions:    9542/  10000 (95.42%), best:    9682/10000 (96.82%), error:      1486.19971, best error:      1076.79785 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.3994750977s, input_fired_time: 1.3172388077, output_fired_time: 1.2187517881, propagate_forward_time: 33.6639328003, propagate_backward_time: 51.4497756958, weight_update_time: 0.1356223673, other_time: 2.7497787476
epoch time: 7.3035244942s, input_fired_time: 0.1639903486, output_fired_time: 0.0000000000, propagate_forward_time: 6.6481957436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913382530
validation[          , genome  4841] predictions:    9662/  10000 (96.62%), best:    9682/10000 (96.82%), error:      1126.18970, best error:      1076.79785 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 90.4345016479s, input_fired_time: 1.3103944063, output_fired_time: 1.2193560600, propagate_forward_time: 33.7927284241, propagate_backward_time: 51.4018783569, weight_update_time: 0.1352028400, other_time: 2.7101478577
epoch time: 7.3249330521s, input_fired_time: 0.1618656665, output_fired_time: 0.0000000000, propagate_forward_time: 6.6819624901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811048508
validation[          , genome  4841] predictions:    9643/  10000 (96.43%), best:    9682/10000 (96.82%), error:      1160.78088, best error:      1076.79785 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.4866485596s, input_fired_time: 1.2995998859, output_fired_time: 1.2217233181, propagate_forward_time: 33.8224143982, propagate_backward_time: 51.5008277893, weight_update_time: 0.1338944584, other_time: 2.6420822144
epoch time: 7.4090814590s, input_fired_time: 0.1623364389, output_fired_time: 0.0000000000, propagate_forward_time: 6.7672233582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795217514
validation[          , genome  4841] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1073.90442, best error:      1073.90442 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.6867141724s, input_fired_time: 1.2935833931, output_fired_time: 1.2097780704, propagate_forward_time: 33.4296531677, propagate_backward_time: 51.1285705566, weight_update_time: 0.1327677518, other_time: 2.6251258850
epoch time: 7.2803378105s, input_fired_time: 0.1616756469, output_fired_time: 0.0000000000, propagate_forward_time: 6.6438679695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747943878
validation[          , genome  4841] predictions:    9627/  10000 (96.27%), best:    9674/10000 (96.74%), error:      1203.20532, best error:      1073.90442 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.6459274292s, input_fired_time: 1.3182456493, output_fired_time: 1.2187817097, propagate_forward_time: 33.8738136292, propagate_backward_time: 51.4892044067, weight_update_time: 0.1359302998, other_time: 2.7458839417
epoch time: 7.4158778191s, input_fired_time: 0.1642073542, output_fired_time: 0.0000000000, propagate_forward_time: 6.7576465607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940237999
validation[          , genome  4841] predictions:    9669/  10000 (96.69%), best:    9674/10000 (96.74%), error:      1087.67322, best error:      1073.90442 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.2375946045s, input_fired_time: 1.2979525328, output_fired_time: 1.2141500711, propagate_forward_time: 33.6660156250, propagate_backward_time: 51.4215965271, weight_update_time: 0.1338997185, other_time: 2.6378822327
epoch time: 7.4266891479s, input_fired_time: 0.1609938890, output_fired_time: 0.0000000000, propagate_forward_time: 6.7851972580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804978371
validation[          , genome  4841] predictions:    9657/  10000 (96.57%), best:    9674/10000 (96.74%), error:      1115.98865, best error:      1073.90442 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.1913528442s, input_fired_time: 1.3153792620, output_fired_time: 1.2142304182, propagate_forward_time: 33.6362876892, propagate_backward_time: 51.2786750793, weight_update_time: 0.1366572529, other_time: 2.7467803955
epoch time: 7.3924407959s, input_fired_time: 0.1642662585, output_fired_time: 0.0000000000, propagate_forward_time: 6.7350897789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930849075
validation[          , genome  4841] predictions:    9653/  10000 (96.53%), best:    9674/10000 (96.74%), error:      1131.58911, best error:      1073.90442 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.4928283691s, input_fired_time: 1.3025809526, output_fired_time: 1.2224062681, propagate_forward_time: 33.8201141357, propagate_backward_time: 51.5094757080, weight_update_time: 0.1340534240, other_time: 2.6382522583
epoch time: 7.2919812202s, input_fired_time: 0.1627263874, output_fired_time: 0.0000000000, propagate_forward_time: 6.6482067108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810481071
validation[          , genome  4841] predictions:    9664/  10000 (96.64%), best:    9674/10000 (96.74%), error:      1094.43799, best error:      1073.90442 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.2980728149s, input_fired_time: 1.3151549101, output_fired_time: 1.2164252996, propagate_forward_time: 33.6395111084, propagate_backward_time: 51.3824882507, weight_update_time: 0.1347718537, other_time: 2.7444953918
epoch time: 7.3559637070s, input_fired_time: 0.1631630063, output_fired_time: 0.0000000000, propagate_forward_time: 6.7122378349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805626869
validation[          , genome  4841] predictions:    9625/  10000 (96.25%), best:    9674/10000 (96.74%), error:      1198.54980, best error:      1073.90442 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.4267120361s, input_fired_time: 1.3213573694, output_fired_time: 1.2187126875, propagate_forward_time: 33.7767868042, propagate_backward_time: 51.3750801086, weight_update_time: 0.1358311623, other_time: 2.7347755432
epoch time: 7.4561524391s, input_fired_time: 0.1660803556, output_fired_time: 0.0000000000, propagate_forward_time: 6.7951140404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949579239
validation[          , genome  4841] predictions:    9671/  10000 (96.71%), best:    9674/10000 (96.74%), error:      1074.74353, best error:      1073.90442 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.0731048584s, input_fired_time: 1.3173971176, output_fired_time: 1.2110997438, propagate_forward_time: 33.5755424500, propagate_backward_time: 51.2260208130, weight_update_time: 0.1361587346, other_time: 2.7430458069
epoch time: 7.3718032837s, input_fired_time: 0.1651641577, output_fired_time: 0.0000000000, propagate_forward_time: 6.7138605118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927787781
validation[          , genome  4841] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1064.81641, best error:      1064.81641 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.1846618652s, input_fired_time: 1.3081984520, output_fired_time: 1.2314912081, propagate_forward_time: 33.9485168457, propagate_backward_time: 51.0546531677, weight_update_time: 0.1323926002, other_time: 2.6418037415
epoch time: 7.3378586769s, input_fired_time: 0.1609593332, output_fired_time: 0.0000000000, propagate_forward_time: 6.6993179321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775815010
validation[          , genome  4841] predictions:    9598/  10000 (95.98%), best:    9680/10000 (96.80%), error:      1308.43018, best error:      1064.81641 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.1893005371s, input_fired_time: 1.2983163595, output_fired_time: 1.2161664963, propagate_forward_time: 33.7295646667, propagate_backward_time: 51.3031959534, weight_update_time: 0.1343199462, other_time: 2.6420593262
epoch time: 7.3881068230s, input_fired_time: 0.1623500586, output_fired_time: 0.0000000000, propagate_forward_time: 6.7452416420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805150032
validation[          , genome  4841] predictions:    9668/  10000 (96.68%), best:    9680/10000 (96.80%), error:      1101.13342, best error:      1064.81641 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.3201980591s, input_fired_time: 1.3044273853, output_fired_time: 1.2168529034, propagate_forward_time: 33.7357063293, propagate_backward_time: 51.4181861877, weight_update_time: 0.1337475926, other_time: 2.6450271606
epoch time: 7.3370223045s, input_fired_time: 0.1606569141, output_fired_time: 0.0000000000, propagate_forward_time: 6.6983990669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779663086
validation[          , genome  4841] predictions:    9632/  10000 (96.32%), best:    9680/10000 (96.80%), error:      1266.96313, best error:      1064.81641 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.2173919678s, input_fired_time: 1.3027445078, output_fired_time: 1.2135212421, propagate_forward_time: 33.6600456238, propagate_backward_time: 51.3914871216, weight_update_time: 0.1337722540, other_time: 2.6495933533
epoch time: 7.4145321846s, input_fired_time: 0.1641048640, output_fired_time: 0.0000000000, propagate_forward_time: 6.7689499855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814772606
validation[          , genome  4841] predictions:    9597/  10000 (95.97%), best:    9680/10000 (96.80%), error:      1343.19434, best error:      1064.81641 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.0989685059s, input_fired_time: 1.3023605347, output_fired_time: 1.2152397633, propagate_forward_time: 33.6964073181, propagate_backward_time: 51.2475318909, weight_update_time: 0.1334706396, other_time: 2.6374282837
epoch time: 7.3044652939s, input_fired_time: 0.1646767855, output_fired_time: 0.0000000000, propagate_forward_time: 6.6603031158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794855118
validation[          , genome  4841] predictions:    9681/  10000 (96.81%), best:    9680/10000 (96.80%), error:      1066.76086, best error:      1064.81641 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.6912994385s, input_fired_time: 1.3084305525, output_fired_time: 1.2066996098, propagate_forward_time: 33.4551773071, propagate_backward_time: 51.0451927185, weight_update_time: 0.1336069852, other_time: 2.6757926941
epoch time: 7.3471002579s, input_fired_time: 0.1640638709, output_fired_time: 0.0000000000, propagate_forward_time: 6.7030510902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799852371
validation[          , genome  4841] predictions:    9652/  10000 (96.52%), best:    9680/10000 (96.80%), error:      1148.56970, best error:      1064.81641 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.0347213745s, input_fired_time: 1.3181459904, output_fired_time: 1.2115979195, propagate_forward_time: 33.6100769043, propagate_backward_time: 51.1865158081, weight_update_time: 0.1348919272, other_time: 2.7083816528
epoch time: 7.4249286652s, input_fired_time: 0.1646929979, output_fired_time: 0.0000000000, propagate_forward_time: 6.7653799057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948558807
validation[          , genome  4841] predictions:    9633/  10000 (96.33%), best:    9680/10000 (96.80%), error:      1208.47107, best error:      1064.81641 on epoch:    93, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 37.1063804626s, input_fired_time: 0.8235482574, output_fired_time: 0.0000000000, propagate_forward_time: 33.7786216736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5042114258
best training[          , genome  4841] predictions:   49187/  50000 (98.37%), best:    9680/10000 (96.80%), error:      2876.07397, best error:      1064.81641 on epoch:    93, 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: 7.3849773407s, input_fired_time: 0.1635174751, output_fired_time: 0.0000000000, propagate_forward_time: 6.7415122986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799475670
   testing[          , genome  4841] predictions:    9730/  10000 (97.30%), best:    9680/10000 (96.80%), error:       881.12744, best error:      1064.81641 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:24:54 (1412): called boinc_finish(0)

</stderr_txt>
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