Nameexact_genome_1512568488_41_5416_1
Workunit2598328
Created7 Dec 2017, 14:42:14 UTC
Sent7 Dec 2017, 14:45:15 UTC
Report deadline14 Dec 2017, 7:04:08 UTC
Received8 Dec 2017, 23:20:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 16 min 16 sec
CPU time3 hours 16 min 12 sec
Validate stateValid
Credit1,669.95
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.94 MB
Peak swap size154.41 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
.0597686768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968490601
validation[          , genome  5416] predictions:    9598/  10000 (95.98%), best:    9610/10000 (96.10%), error:      1428.60864, best error:      1306.03589 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 106.9917831421s, input_fired_time: 1.4271367788, output_fired_time: 1.3184772730, propagate_forward_time: 40.1456375122, propagate_backward_time: 61.2816925049, weight_update_time: 0.1340986043, other_time: 2.8188400269
epoch time: 8.7053546906s, input_fired_time: 0.1744231433, output_fired_time: 0.0000000000, propagate_forward_time: 8.0219268799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090045929
validation[          , genome  5416] predictions:    9588/  10000 (95.88%), best:    9610/10000 (96.10%), error:      1346.62708, best error:      1306.03589 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.3535308838s, input_fired_time: 1.4080389738, output_fired_time: 1.3234004974, propagate_forward_time: 40.3315963745, propagate_backward_time: 61.5697822571, weight_update_time: 0.1323481649, other_time: 2.7207145691
epoch time: 8.6921939850s, input_fired_time: 0.1728293896, output_fired_time: 0.0000000000, propagate_forward_time: 8.0204620361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989023209
validation[          , genome  5416] predictions:    9569/  10000 (95.69%), best:    9610/10000 (96.10%), error:      1401.09778, best error:      1306.03589 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.8812103271s, input_fired_time: 1.4434700012, output_fired_time: 1.3279608488, propagate_forward_time: 40.5352020264, propagate_backward_time: 61.7520294189, weight_update_time: 0.1342980713, other_time: 2.8225555420
epoch time: 8.8381929398s, input_fired_time: 0.1751595289, output_fired_time: 0.0000000000, propagate_forward_time: 8.1518936157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111398697
validation[          , genome  5416] predictions:    9594/  10000 (95.94%), best:    9610/10000 (96.10%), error:      1320.30762, best error:      1306.03589 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.0519104004s, input_fired_time: 1.4058871269, output_fired_time: 1.3201935291, propagate_forward_time: 40.2049980164, propagate_backward_time: 61.3989372253, weight_update_time: 0.1310719401, other_time: 2.7218971252
epoch time: 8.6439666748s, input_fired_time: 0.1727816015, output_fired_time: 0.0000000000, propagate_forward_time: 7.9748368263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963479042
validation[          , genome  5416] predictions:    9504/  10000 (95.04%), best:    9610/10000 (96.10%), error:      1565.25342, best error:      1306.03589 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.1670684814s, input_fired_time: 1.4063866138, output_fired_time: 1.3189619780, propagate_forward_time: 40.2820014954, propagate_backward_time: 61.4281349182, weight_update_time: 0.1336884648, other_time: 2.7315788269
epoch time: 8.7837295532s, input_fired_time: 0.1746875495, output_fired_time: 0.0000000000, propagate_forward_time: 8.1075258255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015163422
validation[          , genome  5416] predictions:    9548/  10000 (95.48%), best:    9610/10000 (96.10%), error:      1513.35022, best error:      1306.03589 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 107.0667572021s, input_fired_time: 1.4068069458, output_fired_time: 1.3224959373, propagate_forward_time: 40.2515182495, propagate_backward_time: 61.3654365540, weight_update_time: 0.1314306706, other_time: 2.7205009460
epoch time: 8.5807838440s, input_fired_time: 0.1729408354, output_fired_time: 0.0000000000, propagate_forward_time: 7.9111576080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966850281
validation[          , genome  5416] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1273.66919, best error:      1273.66919 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 106.3586349487s, input_fired_time: 1.4058644772, output_fired_time: 1.3145362139, propagate_forward_time: 39.8477210999, propagate_backward_time: 61.0629539490, weight_update_time: 0.1308565736, other_time: 2.7275619507
epoch time: 8.7487268448s, input_fired_time: 0.1753111780, output_fired_time: 0.0000000000, propagate_forward_time: 8.0717353821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016803741
validation[          , genome  5416] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1300.91077, best error:      1273.66919 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 106.7185287476s, input_fired_time: 1.4104952812, output_fired_time: 1.3239829540, propagate_forward_time: 39.9825706482, propagate_backward_time: 61.2791709900, weight_update_time: 0.1323695481, other_time: 2.7223091125
epoch time: 8.8206815720s, input_fired_time: 0.1753453463, output_fired_time: 0.0000000000, propagate_forward_time: 8.1481866837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971494675
validation[          , genome  5416] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1254.85413, best error:      1254.85413 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.1174087524s, input_fired_time: 1.4076160192, output_fired_time: 1.3090747595, propagate_forward_time: 39.8156509399, propagate_backward_time: 60.8695335388, weight_update_time: 0.1323584318, other_time: 2.7155342102
epoch time: 8.7372741699s, input_fired_time: 0.1787997484, output_fired_time: 0.0000000000, propagate_forward_time: 8.0514240265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070505142
validation[          , genome  5416] predictions:    9593/  10000 (95.93%), best:    9615/10000 (96.15%), error:      1343.95923, best error:      1254.85413 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 107.7315444946s, input_fired_time: 1.4274959564, output_fired_time: 1.3320293427, propagate_forward_time: 40.4738349915, propagate_backward_time: 61.7481536865, weight_update_time: 0.1330264509, other_time: 2.7500305176
epoch time: 8.8039093018s, input_fired_time: 0.1788864136, output_fired_time: 0.0000000000, propagate_forward_time: 8.1155319214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094909668
validation[          , genome  5416] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1180.85999, best error:      1180.85999 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 106.7241287231s, input_fired_time: 1.4319934845, output_fired_time: 1.3162070513, propagate_forward_time: 40.0647697449, propagate_backward_time: 61.1066398621, weight_update_time: 0.1348700374, other_time: 2.8045196533
epoch time: 8.7404108047s, input_fired_time: 0.1761176884, output_fired_time: 0.0000000000, propagate_forward_time: 8.0562686920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080242157
validation[          , genome  5416] predictions:    9554/  10000 (95.54%), best:    9656/10000 (96.56%), error:      1405.94116, best error:      1180.85999 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 106.7932434082s, input_fired_time: 1.4281930923, output_fired_time: 1.3234299421, propagate_forward_time: 40.0723495483, propagate_backward_time: 61.1873435974, weight_update_time: 0.1326274276, other_time: 2.7819252014
epoch time: 8.7384433746s, input_fired_time: 0.1763401777, output_fired_time: 0.0000000000, propagate_forward_time: 8.0550308228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070724487
validation[          , genome  5416] predictions:    9644/  10000 (96.44%), best:    9656/10000 (96.56%), error:      1239.29358, best error:      1180.85999 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.9644393921s, input_fired_time: 1.4463998079, output_fired_time: 1.3329089880, propagate_forward_time: 40.5462493896, propagate_backward_time: 61.8167076111, weight_update_time: 0.1348375231, other_time: 2.8221702576
epoch time: 8.7760963440s, input_fired_time: 0.1777489334, output_fired_time: 0.0000000000, propagate_forward_time: 8.0874462128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109014511
validation[          , genome  5416] predictions:    9616/  10000 (96.16%), best:    9656/10000 (96.56%), error:      1262.97290, best error:      1180.85999 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.5360412598s, input_fired_time: 1.4313776493, output_fired_time: 1.3198273182, propagate_forward_time: 40.4301643372, propagate_backward_time: 61.5678138733, weight_update_time: 0.1330376267, other_time: 2.7868614197
epoch time: 8.8001966476s, input_fired_time: 0.1796198785, output_fired_time: 0.0000000000, propagate_forward_time: 8.1106786728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098981857
validation[          , genome  5416] predictions:    9543/  10000 (95.43%), best:    9656/10000 (96.56%), error:      1521.33801, best error:      1180.85999 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.2480926514s, input_fired_time: 1.4184453487, output_fired_time: 1.3214008808, propagate_forward_time: 40.3455009460, propagate_backward_time: 61.4400749207, weight_update_time: 0.1322401315, other_time: 2.7226753235
epoch time: 8.7570981979s, input_fired_time: 0.1734671891, output_fired_time: 0.0000000000, propagate_forward_time: 8.0864210129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972095490
validation[          , genome  5416] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1160.43091, best error:      1160.43091 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 106.7082748413s, input_fired_time: 1.4204648733, output_fired_time: 1.3150174618, propagate_forward_time: 39.9966201782, propagate_backward_time: 61.2388648987, weight_update_time: 0.1317562461, other_time: 2.7373085022
epoch time: 8.6324958801s, input_fired_time: 0.1758570820, output_fired_time: 0.0000000000, propagate_forward_time: 7.9575510025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990873337
validation[          , genome  5416] predictions:    9572/  10000 (95.72%), best:    9636/10000 (96.36%), error:      1339.57617, best error:      1160.43091 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.2575149536s, input_fired_time: 1.4491428137, output_fired_time: 1.3224782944, propagate_forward_time: 40.2910766602, propagate_backward_time: 61.3688964844, weight_update_time: 0.1336098611, other_time: 2.8259201050
epoch time: 8.7283716202s, input_fired_time: 0.1777493656, output_fired_time: 0.0000000000, propagate_forward_time: 8.0410013199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096206665
validation[          , genome  5416] predictions:    9612/  10000 (96.12%), best:    9636/10000 (96.36%), error:      1303.19714, best error:      1160.43091 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 106.7546463013s, input_fired_time: 1.4204604626, output_fired_time: 1.3148093224, propagate_forward_time: 40.0680618286, propagate_backward_time: 61.2395401001, weight_update_time: 0.1307493597, other_time: 2.7117691040
epoch time: 8.7150287628s, input_fired_time: 0.1747418046, output_fired_time: 0.0000000000, propagate_forward_time: 8.0458793640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944076538
validation[          , genome  5416] predictions:    9605/  10000 (96.05%), best:    9636/10000 (96.36%), error:      1289.95386, best error:      1160.43091 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 106.9141845703s, input_fired_time: 1.4202204943, output_fired_time: 1.3194769621, propagate_forward_time: 40.1756286621, propagate_backward_time: 61.2774658203, weight_update_time: 0.1323183328, other_time: 2.7213973999
epoch time: 8.7465486526s, input_fired_time: 0.1755555272, output_fired_time: 0.0000000000, propagate_forward_time: 8.0734128952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975805283
validation[          , genome  5416] predictions:    9629/  10000 (96.29%), best:    9636/10000 (96.36%), error:      1211.26135, best error:      1160.43091 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 106.2212982178s, input_fired_time: 1.4154152870, output_fired_time: 1.3118450642, propagate_forward_time: 39.7730979919, propagate_backward_time: 60.9995613098, weight_update_time: 0.1305289567, other_time: 2.7213821411
epoch time: 8.7244977951s, input_fired_time: 0.1772085428, output_fired_time: 0.0000000000, propagate_forward_time: 8.0502300262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970588684
validation[          , genome  5416] predictions:    9632/  10000 (96.32%), best:    9636/10000 (96.36%), error:      1250.52722, best error:      1160.43091 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.2065963745s, input_fired_time: 1.4225817919, output_fired_time: 1.3258330822, propagate_forward_time: 40.2768096924, propagate_backward_time: 61.4644470215, weight_update_time: 0.1315240860, other_time: 2.7169189453
epoch time: 8.8122148514s, input_fired_time: 0.1759634465, output_fired_time: 0.0000000000, propagate_forward_time: 8.1385116577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977397919
validation[          , genome  5416] predictions:    9633/  10000 (96.33%), best:    9636/10000 (96.36%), error:      1206.01514, best error:      1160.43091 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.7038650513s, input_fired_time: 1.4465029240, output_fired_time: 1.3286378384, propagate_forward_time: 40.4363288879, propagate_backward_time: 61.6754722595, weight_update_time: 0.1345698088, other_time: 2.8169288635
epoch time: 8.7253828049s, input_fired_time: 0.1797873378, output_fired_time: 0.0000000000, propagate_forward_time: 8.0373363495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082588196
validation[          , genome  5416] predictions:    9644/  10000 (96.44%), best:    9636/10000 (96.36%), error:      1186.51086, best error:      1160.43091 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.3868637085s, input_fired_time: 1.4460092783, output_fired_time: 1.3210587502, propagate_forward_time: 40.3303794861, propagate_backward_time: 61.4788284302, weight_update_time: 0.1344270855, other_time: 2.8105850220
epoch time: 8.7565898895s, input_fired_time: 0.1796984673, output_fired_time: 0.0000000000, propagate_forward_time: 8.0664091110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104818344
validation[          , genome  5416] predictions:    9629/  10000 (96.29%), best:    9636/10000 (96.36%), error:      1222.18945, best error:      1160.43091 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.5538558960s, input_fired_time: 1.4301881790, output_fired_time: 1.3401159048, propagate_forward_time: 40.5852851868, propagate_backward_time: 61.4669647217, weight_update_time: 0.1316737086, other_time: 2.7312927246
epoch time: 8.8168830872s, input_fired_time: 0.1774892807, output_fired_time: 0.0000000000, propagate_forward_time: 8.1417198181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976739883
validation[          , genome  5416] predictions:    9599/  10000 (95.99%), best:    9636/10000 (96.36%), error:      1335.24927, best error:      1160.43091 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.3933410645s, input_fired_time: 1.4215673208, output_fired_time: 1.3055022955, propagate_forward_time: 40.0296249390, propagate_backward_time: 60.9158782959, weight_update_time: 0.1310573369, other_time: 2.7207641602
epoch time: 8.6788797379s, input_fired_time: 0.1785404384, output_fired_time: 0.0000000000, propagate_forward_time: 8.0037031174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966363907
validation[          , genome  5416] predictions:    9595/  10000 (95.95%), best:    9636/10000 (96.36%), error:      1325.88757, best error:      1160.43091 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.7081832886s, input_fired_time: 1.4311287403, output_fired_time: 1.3341478109, propagate_forward_time: 40.4924964905, propagate_backward_time: 61.7197647095, weight_update_time: 0.1330900937, other_time: 2.7306442261
epoch time: 8.6042709351s, input_fired_time: 0.1775435060, output_fired_time: 0.0000000000, propagate_forward_time: 7.9305853844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961419106
validation[          , genome  5416] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1255.21240, best error:      1160.43091 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 107.2002105713s, input_fired_time: 1.4263617992, output_fired_time: 1.3239181042, propagate_forward_time: 40.2456703186, propagate_backward_time: 61.4826507568, weight_update_time: 0.1327535212, other_time: 2.7216033936
epoch time: 8.6339216232s, input_fired_time: 0.1777749956, output_fired_time: 0.0000000000, propagate_forward_time: 7.9592070580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969391823
validation[          , genome  5416] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1102.80029, best error:      1102.80029 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 107.0782546997s, input_fired_time: 1.4302363396, output_fired_time: 1.3168079853, propagate_forward_time: 40.2423019409, propagate_backward_time: 61.3685455322, weight_update_time: 0.1299937367, other_time: 2.7203598022
epoch time: 8.7547731400s, input_fired_time: 0.1770124584, output_fired_time: 0.0000000000, propagate_forward_time: 8.0800933838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976673126
validation[          , genome  5416] predictions:    9587/  10000 (95.87%), best:    9668/10000 (96.68%), error:      1347.62390, best error:      1102.80029 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 106.9917373657s, input_fired_time: 1.4380854368, output_fired_time: 1.3177464008, propagate_forward_time: 40.1594924927, propagate_backward_time: 61.3027458191, weight_update_time: 0.1328368634, other_time: 2.7736625671
epoch time: 8.7373237610s, input_fired_time: 0.1798530817, output_fired_time: 0.0000000000, propagate_forward_time: 8.0479116440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095586777
validation[          , genome  5416] predictions:    9636/  10000 (96.36%), best:    9668/10000 (96.68%), error:      1208.76868, best error:      1102.80029 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 107.4197235107s, input_fired_time: 1.4354363680, output_fired_time: 1.3254971504, propagate_forward_time: 40.3804855347, propagate_backward_time: 61.5546989441, weight_update_time: 0.1326954812, other_time: 2.7235984802
epoch time: 8.7672510147s, input_fired_time: 0.1778083593, output_fired_time: 0.0000000000, propagate_forward_time: 8.0919218063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975204468
validation[          , genome  5416] predictions:    9654/  10000 (96.54%), best:    9668/10000 (96.68%), error:      1194.81824, best error:      1102.80029 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.1913833618s, input_fired_time: 1.4300202131, output_fired_time: 1.3205387592, propagate_forward_time: 40.2359352112, propagate_backward_time: 61.4851341248, weight_update_time: 0.1331247836, other_time: 2.7197456360
epoch time: 8.7347402573s, input_fired_time: 0.1763162762, output_fired_time: 0.0000000000, propagate_forward_time: 8.0630989075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953250885
validation[          , genome  5416] predictions:    9636/  10000 (96.36%), best:    9668/10000 (96.68%), error:      1260.90088, best error:      1102.80029 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 107.2079162598s, input_fired_time: 1.4387931824, output_fired_time: 1.3249440193, propagate_forward_time: 40.2310523987, propagate_backward_time: 61.4466362000, weight_update_time: 0.1321722418, other_time: 2.7664833069
epoch time: 8.8253545761s, input_fired_time: 0.1779079139, output_fired_time: 0.0000000000, propagate_forward_time: 8.1492528915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981937408
validation[          , genome  5416] predictions:    9623/  10000 (96.23%), best:    9668/10000 (96.68%), error:      1192.59216, best error:      1102.80029 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 106.7454910278s, input_fired_time: 1.4425936937, output_fired_time: 1.3195395470, propagate_forward_time: 40.0435447693, propagate_backward_time: 61.1459312439, weight_update_time: 0.1336620748, other_time: 2.7938766479
epoch time: 8.7110052109s, input_fired_time: 0.1793892533, output_fired_time: 0.0000000000, propagate_forward_time: 8.0218467712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097694397
validation[          , genome  5416] predictions:    9620/  10000 (96.20%), best:    9668/10000 (96.68%), error:      1212.38953, best error:      1102.80029 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.5782012939s, input_fired_time: 1.4574098587, output_fired_time: 1.3277775049, propagate_forward_time: 40.4223670959, propagate_backward_time: 61.5450019836, weight_update_time: 0.1340362877, other_time: 2.8256492615
epoch time: 8.7540388107s, input_fired_time: 0.1787322462, output_fired_time: 0.0000000000, propagate_forward_time: 8.0639533997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113534927
validation[          , genome  5416] predictions:    9640/  10000 (96.40%), best:    9668/10000 (96.68%), error:      1205.47937, best error:      1102.80029 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.6945571899s, input_fired_time: 1.4333379269, output_fired_time: 1.3290843964, propagate_forward_time: 40.4572486877, propagate_backward_time: 61.7531356812, weight_update_time: 0.1324480921, other_time: 2.7217483521
epoch time: 8.7986993790s, input_fired_time: 0.1769791842, output_fired_time: 0.0000000000, propagate_forward_time: 8.1253414154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963788986
validation[          , genome  5416] predictions:    9632/  10000 (96.32%), best:    9668/10000 (96.68%), error:      1246.30469, best error:      1102.80029 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.2260284424s, input_fired_time: 1.4324941635, output_fired_time: 1.3218749762, propagate_forward_time: 40.2709541321, propagate_backward_time: 61.4678344727, weight_update_time: 0.1322636455, other_time: 2.7328643799
epoch time: 8.7956094742s, input_fired_time: 0.1804464459, output_fired_time: 0.0000000000, propagate_forward_time: 8.1032552719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119075775
validation[          , genome  5416] predictions:    9596/  10000 (95.96%), best:    9668/10000 (96.68%), error:      1302.68823, best error:      1102.80029 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.6806030273s, input_fired_time: 1.4363454580, output_fired_time: 1.3269939423, propagate_forward_time: 40.4298515320, propagate_backward_time: 61.7610206604, weight_update_time: 0.1312576383, other_time: 2.7263908386
epoch time: 8.7446136475s, input_fired_time: 0.1793546230, output_fired_time: 0.0000000000, propagate_forward_time: 8.0564603806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087985992
validation[          , genome  5416] predictions:    9636/  10000 (96.36%), best:    9668/10000 (96.68%), error:      1175.59583, best error:      1102.80029 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.5746002197s, input_fired_time: 1.4344283342, output_fired_time: 1.3288207054, propagate_forward_time: 40.4321174622, propagate_backward_time: 61.6525764465, weight_update_time: 0.1323815137, other_time: 2.7266654968
epoch time: 8.7877197266s, input_fired_time: 0.1803439111, output_fired_time: 0.0000000000, propagate_forward_time: 8.1099357605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974403381
validation[          , genome  5416] predictions:    9647/  10000 (96.47%), best:    9668/10000 (96.68%), error:      1140.31128, best error:      1102.80029 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.4462280273s, input_fired_time: 1.4377222061, output_fired_time: 1.3274585009, propagate_forward_time: 40.2796287537, propagate_backward_time: 61.6470375061, weight_update_time: 0.1340008080, other_time: 2.7543754578
epoch time: 8.7274169922s, input_fired_time: 0.1816766411, output_fired_time: 0.0000000000, propagate_forward_time: 8.0392379761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065021515
validation[          , genome  5416] predictions:    9657/  10000 (96.57%), best:    9668/10000 (96.68%), error:      1152.27563, best error:      1102.80029 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 107.7405700684s, input_fired_time: 1.4389034510, output_fired_time: 1.3256337643, propagate_forward_time: 40.4786567688, propagate_backward_time: 61.7772903442, weight_update_time: 0.1325433701, other_time: 2.7200851440
epoch time: 8.7875690460s, input_fired_time: 0.1765089184, output_fired_time: 0.0000000000, propagate_forward_time: 8.1147623062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962978363
validation[          , genome  5416] predictions:    9642/  10000 (96.42%), best:    9668/10000 (96.68%), error:      1138.52991, best error:      1102.80029 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.1104888916s, input_fired_time: 1.4319660664, output_fired_time: 1.3216795921, propagate_forward_time: 40.2355804443, propagate_backward_time: 61.3985900879, weight_update_time: 0.1323109418, other_time: 2.7226715088
epoch time: 8.7273082733s, input_fired_time: 0.1801068485, output_fired_time: 0.0000000000, propagate_forward_time: 8.0507984161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964027405
validation[          , genome  5416] predictions:    9640/  10000 (96.40%), best:    9668/10000 (96.68%), error:      1183.22607, best error:      1102.80029 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.0305175781s, input_fired_time: 1.4628371000, output_fired_time: 1.3325897455, propagate_forward_time: 40.5508384705, propagate_backward_time: 61.8794136047, weight_update_time: 0.1337360740, other_time: 2.8048362732
epoch time: 8.8074274063s, input_fired_time: 0.1818090230, output_fired_time: 0.0000000000, propagate_forward_time: 8.1161384583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094795227
validation[          , genome  5416] predictions:    9627/  10000 (96.27%), best:    9668/10000 (96.68%), error:      1192.61865, best error:      1102.80029 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 106.5766830444s, input_fired_time: 1.4348038435, output_fired_time: 1.3123116493, propagate_forward_time: 40.0360488892, propagate_backward_time: 61.0767326355, weight_update_time: 0.1310599148, other_time: 2.7167854309
epoch time: 8.6248369217s, input_fired_time: 0.1798817366, output_fired_time: 0.0000000000, propagate_forward_time: 7.9486222267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963326454
validation[          , genome  5416] predictions:    9661/  10000 (96.61%), best:    9668/10000 (96.68%), error:      1136.58008, best error:      1102.80029 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.5881195068s, input_fired_time: 1.4394465685, output_fired_time: 1.3154391050, propagate_forward_time: 40.0562553406, propagate_backward_time: 61.0554466248, weight_update_time: 0.1320636272, other_time: 2.7215347290
epoch time: 8.6934299469s, input_fired_time: 0.1811806858, output_fired_time: 0.0000000000, propagate_forward_time: 8.0181388855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941101074
validation[          , genome  5416] predictions:    9654/  10000 (96.54%), best:    9668/10000 (96.68%), error:      1154.57996, best error:      1102.80029 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.9769973755s, input_fired_time: 1.4486899376, output_fired_time: 1.3200411797, propagate_forward_time: 40.1423225403, propagate_backward_time: 61.2776222229, weight_update_time: 0.1331192255, other_time: 2.7883262634
epoch time: 8.7099590302s, input_fired_time: 0.1820533723, output_fired_time: 0.0000000000, propagate_forward_time: 8.0181379318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097675323
validation[          , genome  5416] predictions:    9655/  10000 (96.55%), best:    9668/10000 (96.68%), error:      1148.52515, best error:      1102.80029 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.0451736450s, input_fired_time: 1.4571987391, output_fired_time: 1.3201708794, propagate_forward_time: 40.2180709839, propagate_backward_time: 61.2589340210, weight_update_time: 0.1338812709, other_time: 2.7908020020
epoch time: 8.7144699097s, input_fired_time: 0.1815741658, output_fired_time: 0.0000000000, propagate_forward_time: 8.0371961594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956998825
validation[          , genome  5416] predictions:    9657/  10000 (96.57%), best:    9668/10000 (96.68%), error:      1160.14160, best error:      1102.80029 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 107.1742782593s, input_fired_time: 1.4404218197, output_fired_time: 1.3184342384, propagate_forward_time: 40.2682075500, propagate_backward_time: 61.4267807007, weight_update_time: 0.1337098628, other_time: 2.7204360962
epoch time: 8.7422552109s, input_fired_time: 0.1808885336, output_fired_time: 0.0000000000, propagate_forward_time: 8.0639524460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974145889
validation[          , genome  5416] predictions:    9649/  10000 (96.49%), best:    9668/10000 (96.68%), error:      1112.92639, best error:      1102.80029 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 106.4740142822s, input_fired_time: 1.4370427132, output_fired_time: 1.3153407574, propagate_forward_time: 39.9368629456, propagate_backward_time: 61.0633239746, weight_update_time: 0.1300445199, other_time: 2.7214469910
epoch time: 8.7192850113s, input_fired_time: 0.1796143651, output_fired_time: 0.0000000000, propagate_forward_time: 8.0433197021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963512421
validation[          , genome  5416] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1064.35181, best error:      1064.35181 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 106.7689971924s, input_fired_time: 1.4368704557, output_fired_time: 1.3166091442, propagate_forward_time: 40.0949096680, propagate_backward_time: 61.2041702271, weight_update_time: 0.1328389347, other_time: 2.7164382935
epoch time: 8.6880779266s, input_fired_time: 0.1808009744, output_fired_time: 0.0000000000, propagate_forward_time: 8.0105257034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967508316
validation[          , genome  5416] predictions:    9646/  10000 (96.46%), best:    9684/10000 (96.84%), error:      1197.85498, best error:      1064.35181 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.5388565063s, input_fired_time: 1.4397122860, output_fired_time: 1.3270548582, propagate_forward_time: 40.3447189331, propagate_backward_time: 61.6949157715, weight_update_time: 0.1332495064, other_time: 2.7324523926
epoch time: 8.7877941132s, input_fired_time: 0.1818701327, output_fired_time: 0.0000000000, propagate_forward_time: 8.1014747620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044488907
validation[          , genome  5416] predictions:    9643/  10000 (96.43%), best:    9684/10000 (96.84%), error:      1121.34875, best error:      1064.35181 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.7506179810s, input_fired_time: 1.4444353580, output_fired_time: 1.3164848089, propagate_forward_time: 40.0988349915, propagate_backward_time: 61.1789550781, weight_update_time: 0.1311812401, other_time: 2.7119102478
epoch time: 8.6909427643s, input_fired_time: 0.1782308072, output_fired_time: 0.0000000000, propagate_forward_time: 8.0171413422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955701828
validation[          , genome  5416] predictions:    9653/  10000 (96.53%), best:    9684/10000 (96.84%), error:      1095.94446, best error:      1064.35181 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 106.6588516235s, input_fired_time: 1.4456918240, output_fired_time: 1.3180530071, propagate_forward_time: 40.0723190308, propagate_backward_time: 61.0881576538, weight_update_time: 0.1320282668, other_time: 2.7346267700
epoch time: 8.7326803207s, input_fired_time: 0.1826184988, output_fired_time: 0.0000000000, propagate_forward_time: 8.0415897369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084724426
validation[          , genome  5416] predictions:    9683/  10000 (96.83%), best:    9684/10000 (96.84%), error:      1078.02234, best error:      1064.35181 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.7290267944s, input_fired_time: 1.4405658245, output_fired_time: 1.3158204556, propagate_forward_time: 40.1130599976, propagate_backward_time: 61.1496086121, weight_update_time: 0.1312311590, other_time: 2.7099723816
epoch time: 8.6872920990s, input_fired_time: 0.1783439964, output_fired_time: 0.0000000000, propagate_forward_time: 8.0144090652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945392609
validation[          , genome  5416] predictions:    9590/  10000 (95.90%), best:    9684/10000 (96.84%), error:      1312.87622, best error:      1064.35181 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.2992706299s, input_fired_time: 1.4646567106, output_fired_time: 1.3199872971, propagate_forward_time: 40.3205070496, propagate_backward_time: 61.3783187866, weight_update_time: 0.1333053857, other_time: 2.8158035278
epoch time: 8.7434749603s, input_fired_time: 0.1827043742, output_fired_time: 0.0000000000, propagate_forward_time: 8.0523138046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084571838
validation[          , genome  5416] predictions:    9632/  10000 (96.32%), best:    9684/10000 (96.84%), error:      1142.40930, best error:      1064.35181 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.7096023560s, input_fired_time: 1.4730699062, output_fired_time: 1.3317060471, propagate_forward_time: 40.3842124939, propagate_backward_time: 61.6965866089, weight_update_time: 0.1341273040, other_time: 2.8240280151
epoch time: 8.6981067657s, input_fired_time: 0.1807697564, output_fired_time: 0.0000000000, propagate_forward_time: 8.0227851868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945516586
validation[          , genome  5416] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1061.26160, best error:      1061.26160 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.7299423218s, input_fired_time: 1.4501284361, output_fired_time: 1.3249824047, propagate_forward_time: 40.4823455811, propagate_backward_time: 61.7514762878, weight_update_time: 0.1330889463, other_time: 2.7210121155
epoch time: 8.7352237701s, input_fired_time: 0.1795728654, output_fired_time: 0.0000000000, propagate_forward_time: 8.0577487946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979019165
validation[          , genome  5416] predictions:    9660/  10000 (96.60%), best:    9685/10000 (96.85%), error:      1119.25098, best error:      1061.26160 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.5411834717s, input_fired_time: 1.4675142765, output_fired_time: 1.3309670687, propagate_forward_time: 40.3848762512, propagate_backward_time: 61.5610733032, weight_update_time: 0.1338222325, other_time: 2.7967453003
epoch time: 8.7207508087s, input_fired_time: 0.1798796058, output_fired_time: 0.0000000000, propagate_forward_time: 8.0460424423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948291779
validation[          , genome  5416] predictions:    9609/  10000 (96.09%), best:    9685/10000 (96.85%), error:      1257.76892, best error:      1061.26160 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.3519058228s, input_fired_time: 1.4577817917, output_fired_time: 1.3241128922, propagate_forward_time: 40.3240852356, propagate_backward_time: 61.4741401672, weight_update_time: 0.1336082965, other_time: 2.7717857361
epoch time: 8.7368373871s, input_fired_time: 0.1846513152, output_fired_time: 0.0000000000, propagate_forward_time: 8.0403957367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117902756
validation[          , genome  5416] predictions:    9608/  10000 (96.08%), best:    9685/10000 (96.85%), error:      1240.08875, best error:      1061.26160 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.4843215942s, input_fired_time: 1.4376093149, output_fired_time: 1.3219784498, propagate_forward_time: 39.9599990845, propagate_backward_time: 61.0539207458, weight_update_time: 0.1322938651, other_time: 2.7108192444
epoch time: 8.6470384598s, input_fired_time: 0.1787459403, output_fired_time: 0.0000000000, propagate_forward_time: 7.9758872986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924049377
validation[          , genome  5416] predictions:    9654/  10000 (96.54%), best:    9685/10000 (96.85%), error:      1185.32861, best error:      1061.26160 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.4855651855s, input_fired_time: 1.4735689163, output_fired_time: 1.3281368017, propagate_forward_time: 40.2587699890, propagate_backward_time: 61.5987510681, weight_update_time: 0.1359917521, other_time: 2.8263282776
epoch time: 8.6425609589s, input_fired_time: 0.1828948408, output_fired_time: 0.0000000000, propagate_forward_time: 7.9510946274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085716248
validation[          , genome  5416] predictions:    9665/  10000 (96.65%), best:    9685/10000 (96.85%), error:      1098.22876, best error:      1061.26160 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.3052978516s, input_fired_time: 1.4583474398, output_fired_time: 1.3210161924, propagate_forward_time: 40.2692260742, propagate_backward_time: 61.4729156494, weight_update_time: 0.1336142868, other_time: 2.7837905884
epoch time: 8.6228885651s, input_fired_time: 0.1824437678, output_fired_time: 0.0000000000, propagate_forward_time: 7.9319787025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084662437
validation[          , genome  5416] predictions:    9673/  10000 (96.73%), best:    9685/10000 (96.85%), error:      1101.36121, best error:      1061.26160 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 106.9689407349s, input_fired_time: 1.4479833841, output_fired_time: 1.3169344664, propagate_forward_time: 40.1772117615, propagate_backward_time: 61.3059120178, weight_update_time: 0.1312687546, other_time: 2.7208976746
epoch time: 8.6614608765s, input_fired_time: 0.1849764287, output_fired_time: 0.0000000000, propagate_forward_time: 7.9661426544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103416443
validation[          , genome  5416] predictions:    9673/  10000 (96.73%), best:    9685/10000 (96.85%), error:      1092.19434, best error:      1061.26160 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.2240219116s, input_fired_time: 1.4605306387, output_fired_time: 1.3263465166, propagate_forward_time: 40.1921730042, propagate_backward_time: 61.4802360535, weight_update_time: 0.1334360391, other_time: 2.7647285461
epoch time: 8.7174396515s, input_fired_time: 0.1834497452, output_fired_time: 0.0000000000, propagate_forward_time: 8.0247793198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092105865
validation[          , genome  5416] predictions:    9666/  10000 (96.66%), best:    9685/10000 (96.85%), error:      1110.15613, best error:      1061.26160 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 107.2498474121s, input_fired_time: 1.4595830441, output_fired_time: 1.3274837732, propagate_forward_time: 40.2780761719, propagate_backward_time: 61.4264259338, weight_update_time: 0.1326860636, other_time: 2.7582817078
epoch time: 8.7075414658s, input_fired_time: 0.1834655553, output_fired_time: 0.0000000000, propagate_forward_time: 8.0171670914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069084167
validation[          , genome  5416] predictions:    9665/  10000 (96.65%), best:    9685/10000 (96.85%), error:      1110.44263, best error:      1061.26160 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.0075988770s, input_fired_time: 1.4525003433, output_fired_time: 1.3195712566, propagate_forward_time: 40.2024269104, propagate_backward_time: 61.3081817627, weight_update_time: 0.1328090727, other_time: 2.7249145508
epoch time: 8.8160009384s, input_fired_time: 0.1845462471, output_fired_time: 0.0000000000, propagate_forward_time: 8.1206970215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107574463
validation[          , genome  5416] predictions:    9607/  10000 (96.07%), best:    9685/10000 (96.85%), error:      1281.97437, best error:      1061.26160 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 107.0178527832s, input_fired_time: 1.4758217335, output_fired_time: 1.3130226135, propagate_forward_time: 40.1691131592, propagate_backward_time: 61.2440757751, weight_update_time: 0.1336030811, other_time: 2.8158149719
epoch time: 8.7413635254s, input_fired_time: 0.1847102642, output_fired_time: 0.0000000000, propagate_forward_time: 8.0475072861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091457367
validation[          , genome  5416] predictions:    9651/  10000 (96.51%), best:    9685/10000 (96.85%), error:      1143.84949, best error:      1061.26160 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.3883056641s, input_fired_time: 1.4742957354, output_fired_time: 1.3262472153, propagate_forward_time: 40.3171653748, propagate_backward_time: 61.4615821838, weight_update_time: 0.1338799298, other_time: 2.8090171814
epoch time: 8.7987356186s, input_fired_time: 0.1836180091, output_fired_time: 0.0000000000, propagate_forward_time: 8.1190223694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960956573
validation[          , genome  5416] predictions:    9667/  10000 (96.67%), best:    9685/10000 (96.85%), error:      1124.44080, best error:      1061.26160 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.1089172363s, input_fired_time: 1.4686626196, output_fired_time: 1.3133413792, propagate_forward_time: 39.6883888245, propagate_backward_time: 60.8274421692, weight_update_time: 0.1329106987, other_time: 2.8110809326
epoch time: 8.6284446716s, input_fired_time: 0.1833574772, output_fired_time: 0.0000000000, propagate_forward_time: 7.9362249374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088624954
validation[          , genome  5416] predictions:    9661/  10000 (96.61%), best:    9685/10000 (96.85%), error:      1095.15784, best error:      1061.26160 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.9519805908s, input_fired_time: 1.4638787508, output_fired_time: 1.3153146505, propagate_forward_time: 40.1946640015, propagate_backward_time: 61.2119941711, weight_update_time: 0.1334443539, other_time: 2.7661247253
epoch time: 8.7403678894s, input_fired_time: 0.1815501302, output_fired_time: 0.0000000000, propagate_forward_time: 8.0637578964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950599670
validation[          , genome  5416] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1043.61353, best error:      1043.61353 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 107.1277999878s, input_fired_time: 1.4523839951, output_fired_time: 1.3221750259, propagate_forward_time: 40.2587661743, propagate_backward_time: 61.3726692200, weight_update_time: 0.1312576532, other_time: 2.7218055725
epoch time: 8.7418861389s, input_fired_time: 0.1822990477, output_fired_time: 0.0000000000, propagate_forward_time: 8.0651931763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943943024
validation[          , genome  5416] predictions:    9648/  10000 (96.48%), best:    9667/10000 (96.67%), error:      1091.68713, best error:      1043.61353 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.5697326660s, input_fired_time: 1.4533838034, output_fired_time: 1.3290101290, propagate_forward_time: 40.4453964233, propagate_backward_time: 61.6164245605, weight_update_time: 0.1331729889, other_time: 2.7255172729
epoch time: 8.7718915939s, input_fired_time: 0.1822190881, output_fired_time: 0.0000000000, propagate_forward_time: 8.0913734436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982986450
validation[          , genome  5416] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1104.09961, best error:      1043.61353 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 108.0710449219s, input_fired_time: 1.4827363491, output_fired_time: 1.3343616724, propagate_forward_time: 40.5457878113, propagate_backward_time: 61.8844108582, weight_update_time: 0.1350149661, other_time: 2.8237495422
epoch time: 8.7682256699s, input_fired_time: 0.1826625466, output_fired_time: 0.0000000000, propagate_forward_time: 8.0883493423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972133636
validation[          , genome  5416] predictions:    9630/  10000 (96.30%), best:    9667/10000 (96.67%), error:      1229.40100, best error:      1043.61353 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 107.6657409668s, input_fired_time: 1.4564307928, output_fired_time: 1.3300849199, propagate_forward_time: 40.4550209045, propagate_backward_time: 61.7075767517, weight_update_time: 0.1321837902, other_time: 2.7166328430
epoch time: 8.7906141281s, input_fired_time: 0.1862664074, output_fired_time: 0.0000000000, propagate_forward_time: 8.0940704346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102777481
validation[          , genome  5416] predictions:    9648/  10000 (96.48%), best:    9667/10000 (96.67%), error:      1152.03088, best error:      1043.61353 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 108.0262985229s, input_fired_time: 1.4816975594, output_fired_time: 1.3331859112, propagate_forward_time: 40.5474548340, propagate_backward_time: 61.8389663696, weight_update_time: 0.1347812414, other_time: 2.8249969482
epoch time: 8.8297843933s, input_fired_time: 0.1854975075, output_fired_time: 0.0000000000, propagate_forward_time: 8.1335659027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107212067
validation[          , genome  5416] predictions:    9685/  10000 (96.85%), best:    9667/10000 (96.67%), error:      1055.20142, best error:      1043.61353 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 106.6845321655s, input_fired_time: 1.4692509174, output_fired_time: 1.3160430193, propagate_forward_time: 39.9850578308, propagate_backward_time: 61.1082191467, weight_update_time: 0.1332754195, other_time: 2.8059616089
epoch time: 8.6417198181s, input_fired_time: 0.1851625890, output_fired_time: 0.0000000000, propagate_forward_time: 7.9469437599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096135139
validation[          , genome  5416] predictions:    9640/  10000 (96.40%), best:    9667/10000 (96.67%), error:      1176.40015, best error:      1043.61353 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 108.0487136841s, input_fired_time: 1.4849498272, output_fired_time: 1.3334327936, propagate_forward_time: 40.5595016479, propagate_backward_time: 61.8480987549, weight_update_time: 0.1335686594, other_time: 2.8227310181
epoch time: 8.8109617233s, input_fired_time: 0.1862706244, output_fired_time: 0.0000000000, propagate_forward_time: 8.1152811050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094099045
validation[          , genome  5416] predictions:    9685/  10000 (96.85%), best:    9667/10000 (96.67%), error:      1064.04504, best error:      1043.61353 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 107.1637649536s, input_fired_time: 1.4576232433, output_fired_time: 1.3227866888, propagate_forward_time: 40.2592468262, propagate_backward_time: 61.4073944092, weight_update_time: 0.1312559694, other_time: 2.7167129517
epoch time: 8.6903467178s, input_fired_time: 0.1824835539, output_fired_time: 0.0000000000, propagate_forward_time: 8.0131216049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947414398
validation[          , genome  5416] predictions:    9651/  10000 (96.51%), best:    9667/10000 (96.67%), error:      1166.17834, best error:      1043.61353 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 107.8227005005s, input_fired_time: 1.4858772755, output_fired_time: 1.3295861483, propagate_forward_time: 40.4466133118, propagate_backward_time: 61.7398605347, weight_update_time: 0.1348141134, other_time: 2.8207626343
epoch time: 8.8028268814s, input_fired_time: 0.1869925857, output_fired_time: 0.0000000000, propagate_forward_time: 8.1062726974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095615387
validation[          , genome  5416] predictions:    9670/  10000 (96.70%), best:    9667/10000 (96.67%), error:      1095.59375, best error:      1043.61353 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 106.5323944092s, input_fired_time: 1.4536298513, output_fired_time: 1.3105634451, propagate_forward_time: 40.0518493652, propagate_backward_time: 61.0012588501, weight_update_time: 0.1300834119, other_time: 2.7150955200
epoch time: 8.7044601440s, input_fired_time: 0.1832173318, output_fired_time: 0.0000000000, propagate_forward_time: 8.0255680084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956750870
validation[          , genome  5416] predictions:    9635/  10000 (96.35%), best:    9667/10000 (96.67%), error:      1163.36108, best error:      1043.61353 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.6053466797s, input_fired_time: 1.4767459631, output_fired_time: 1.3238203526, propagate_forward_time: 40.3630218506, propagate_backward_time: 61.6352691650, weight_update_time: 0.1335040331, other_time: 2.8064880371
epoch time: 8.7751369476s, input_fired_time: 0.1858080626, output_fired_time: 0.0000000000, propagate_forward_time: 8.0806102753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087184906
validation[          , genome  5416] predictions:    9662/  10000 (96.62%), best:    9667/10000 (96.67%), error:      1112.43860, best error:      1043.61353 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 106.7115249634s, input_fired_time: 1.4746040106, output_fired_time: 1.3175731897, propagate_forward_time: 40.0028800964, propagate_backward_time: 61.1267395020, weight_update_time: 0.1326911896, other_time: 2.7897300720
epoch time: 8.7290277481s, input_fired_time: 0.1847217679, output_fired_time: 0.0000000000, propagate_forward_time: 8.0472021103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971036911
validation[          , genome  5416] predictions:    9678/  10000 (96.78%), best:    9667/10000 (96.67%), error:      1096.91919, best error:      1043.61353 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.8270111084s, input_fired_time: 1.4787366390, output_fired_time: 1.3209834099, propagate_forward_time: 40.1187286377, propagate_backward_time: 61.1178665161, weight_update_time: 0.1332609653, other_time: 2.7906951904
epoch time: 8.7168922424s, input_fired_time: 0.1857431382, output_fired_time: 0.0000000000, propagate_forward_time: 8.0200014114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111474991
validation[          , genome  5416] predictions:    9672/  10000 (96.72%), best:    9667/10000 (96.67%), error:      1077.00256, best error:      1043.61353 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 107.5846252441s, input_fired_time: 1.4787619114, output_fired_time: 1.3289731741, propagate_forward_time: 40.4315376282, propagate_backward_time: 61.5504646301, weight_update_time: 0.1344125569, other_time: 2.7948875427
epoch time: 8.7416210175s, input_fired_time: 0.1870104671, output_fired_time: 0.0000000000, propagate_forward_time: 8.0470361710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075740814
validation[          , genome  5416] predictions:    9677/  10000 (96.77%), best:    9667/10000 (96.67%), error:      1076.64453, best error:      1043.61353 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.4464950562s, input_fired_time: 1.4631005526, output_fired_time: 1.3244869709, propagate_forward_time: 40.3665237427, propagate_backward_time: 61.5584297180, weight_update_time: 0.1322721541, other_time: 2.7339515686
epoch time: 8.7426586151s, input_fired_time: 0.1853326112, output_fired_time: 0.0000000000, propagate_forward_time: 8.0613460541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959802628
validation[          , genome  5416] predictions:    9679/  10000 (96.79%), best:    9667/10000 (96.67%), error:      1062.77295, best error:      1043.61353 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 107.4507293701s, input_fired_time: 1.4609638453, output_fired_time: 1.3228708506, propagate_forward_time: 40.3929748535, propagate_backward_time: 61.5453262329, weight_update_time: 0.1324890703, other_time: 2.7285995483
epoch time: 8.7679042816s, input_fired_time: 0.1835432202, output_fired_time: 0.0000000000, propagate_forward_time: 8.0868215561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975395203
validation[          , genome  5416] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1038.70898, best error:      1038.70898 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.4025344849s, input_fired_time: 1.4601279497, output_fired_time: 1.3280711174, propagate_forward_time: 40.3059158325, propagate_backward_time: 61.5969963074, weight_update_time: 0.1327120513, other_time: 2.7114219666
epoch time: 8.7385368347s, input_fired_time: 0.1832528412, output_fired_time: 0.0000000000, propagate_forward_time: 8.0632095337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920740128
validation[          , genome  5416] predictions:    9680/  10000 (96.80%), best:    9689/10000 (96.89%), error:      1061.59229, best error:      1038.70898 on epoch:    99, 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: 43.7908668518s, input_fired_time: 0.9322066307, output_fired_time: 0.0000000000, propagate_forward_time: 40.2712173462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5874443054
best training[          , genome  5416] predictions:   49198/  50000 (98.40%), best:    9689/10000 (96.89%), error:      2928.28589, best error:      1038.70898 on epoch:    99, 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: 8.7360057831s, input_fired_time: 0.1828201711, output_fired_time: 0.0000000000, propagate_forward_time: 8.0587549210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944305420
   testing[          , genome  5416] predictions:    9724/  10000 (97.24%), best:    9689/10000 (96.89%), error:       915.99597, best error:      1038.70898 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:20:13 (1248): called boinc_finish(0)

</stderr_txt>
]]>