Nameexact_genome_1512568488_45_5814_0
Workunit2600301
Created7 Dec 2017, 16:33:51 UTC
Sent7 Dec 2017, 16:34:39 UTC
Report deadline12 Dec 2017, 16:39:55 UTC
Received9 Dec 2017, 7:23:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time3 hours 26 min 50 sec
CPU time3 hours 12 min 11 sec
Validate stateValid
Credit1,250.92
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.51 MB
Peak swap size151.88 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
000, other_time: 0.5565481186
validation[          , genome  5814] predictions:    9654/  10000 (96.54%), best:    9673/10000 (96.73%), error:      1190.11975, best error:      1155.55005 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.7078094482s, input_fired_time: 1.0616658926, output_fired_time: 1.1681841612, propagate_forward_time: 39.4422874451, propagate_backward_time: 60.2117080688, weight_update_time: 0.1767956764, other_time: 2.8239631653
epoch time: 10.7337226868s, input_fired_time: 0.1342134774, output_fired_time: 0.0000000000, propagate_forward_time: 10.0435914993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559177399
validation[          , genome  5814] predictions:    9616/  10000 (96.16%), best:    9673/10000 (96.73%), error:      1283.98474, best error:      1155.55005 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.8939666748s, input_fired_time: 1.1147118807, output_fired_time: 1.2190808058, propagate_forward_time: 40.1810646057, propagate_backward_time: 65.5234832764, weight_update_time: 0.1777816415, other_time: 2.8556213379
epoch time: 8.6371383667s, input_fired_time: 0.1324942559, output_fired_time: 0.0000000000, propagate_forward_time: 7.9940514565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105929375
validation[          , genome  5814] predictions:    9594/  10000 (95.94%), best:    9673/10000 (96.73%), error:      1318.05823, best error:      1155.55005 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.8849411011s, input_fired_time: 1.0713150501, output_fired_time: 1.1842533350, propagate_forward_time: 40.0248565674, propagate_backward_time: 60.7662582397, weight_update_time: 0.1777238995, other_time: 2.8382644653
epoch time: 8.6487550735s, input_fired_time: 0.1312512457, output_fired_time: 0.0000000000, propagate_forward_time: 7.9780874252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394163132
validation[          , genome  5814] predictions:    9603/  10000 (96.03%), best:    9673/10000 (96.73%), error:      1269.87708, best error:      1155.55005 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.4786911011s, input_fired_time: 1.2176884413, output_fired_time: 1.2474867105, propagate_forward_time: 43.4013748169, propagate_backward_time: 65.6263732910, weight_update_time: 0.1786825657, other_time: 2.9857635498
epoch time: 14.6895866394s, input_fired_time: 0.1305737495, output_fired_time: 0.0000000000, propagate_forward_time: 13.8265571594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7324562073
validation[          , genome  5814] predictions:    9627/  10000 (96.27%), best:    9673/10000 (96.73%), error:      1196.61597, best error:      1155.55005 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.1424331665s, input_fired_time: 1.0788896084, output_fired_time: 1.2467056513, propagate_forward_time: 40.7588310242, propagate_backward_time: 62.1956710815, weight_update_time: 0.1858841032, other_time: 2.8623428345
epoch time: 10.4068336487s, input_fired_time: 0.1792478412, output_fired_time: 0.0000000000, propagate_forward_time: 9.5579967499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6695890427
validation[          , genome  5814] predictions:    9593/  10000 (95.93%), best:    9673/10000 (96.73%), error:      1255.48938, best error:      1155.55005 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.9125137329s, input_fired_time: 1.0775734186, output_fired_time: 1.2265377045, propagate_forward_time: 40.9285697937, propagate_backward_time: 60.8121299744, weight_update_time: 0.1785434186, other_time: 2.8676986694
epoch time: 11.1463928223s, input_fired_time: 0.1787293404, output_fired_time: 0.0000000000, propagate_forward_time: 10.3816957474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859680176
validation[          , genome  5814] predictions:    9644/  10000 (96.44%), best:    9673/10000 (96.73%), error:      1175.32849, best error:      1155.55005 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 108.7218704224s, input_fired_time: 1.1165858507, output_fired_time: 1.2036173344, propagate_forward_time: 40.9742088318, propagate_backward_time: 62.4618492126, weight_update_time: 0.1774686724, other_time: 2.9656105042
epoch time: 11.9777755737s, input_fired_time: 0.1323406696, output_fired_time: 0.0000000000, propagate_forward_time: 11.1499042511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955308914
validation[          , genome  5814] predictions:    9594/  10000 (95.94%), best:    9673/10000 (96.73%), error:      1227.46021, best error:      1155.55005 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 106.0787200928s, input_fired_time: 1.1042634249, output_fired_time: 1.1723134518, propagate_forward_time: 39.8525543213, propagate_backward_time: 60.9967956543, weight_update_time: 0.2246257216, other_time: 2.9527969360
epoch time: 8.5403547287s, input_fired_time: 0.1310236901, output_fired_time: 0.0000000000, propagate_forward_time: 7.8969373703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123939514
validation[          , genome  5814] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1068.18579, best error:      1068.18579 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.9117050171s, input_fired_time: 1.0734165907, output_fired_time: 1.1854836941, propagate_forward_time: 45.4601516724, propagate_backward_time: 61.3386383057, weight_update_time: 0.1771287620, other_time: 2.8540115356
epoch time: 10.5681123734s, input_fired_time: 0.1323437095, output_fired_time: 0.0000000000, propagate_forward_time: 9.8310413361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047277451
validation[          , genome  5814] predictions:    9585/  10000 (95.85%), best:    9675/10000 (96.75%), error:      1290.23340, best error:      1068.18579 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 105.9371261597s, input_fired_time: 1.0755832195, output_fired_time: 1.1761513948, propagate_forward_time: 39.9243774414, propagate_backward_time: 60.8694419861, weight_update_time: 0.1772696674, other_time: 2.8915672302
epoch time: 13.4363613129s, input_fired_time: 0.2253336012, output_fired_time: 0.0000000000, propagate_forward_time: 12.4671211243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7439069748
validation[          , genome  5814] predictions:    9658/  10000 (96.58%), best:    9675/10000 (96.75%), error:      1145.27551, best error:      1068.18579 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.3702163696s, input_fired_time: 1.1002389193, output_fired_time: 1.1969926357, propagate_forward_time: 40.8372001648, propagate_backward_time: 62.3298301697, weight_update_time: 0.1815058440, other_time: 2.9059486389
epoch time: 14.6544361115s, input_fired_time: 0.1795681417, output_fired_time: 0.0000000000, propagate_forward_time: 13.9319858551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428819656
validation[          , genome  5814] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1022.04675, best error:      1022.04675 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 106.4896163940s, input_fired_time: 1.0861276388, output_fired_time: 1.1847410202, propagate_forward_time: 40.0686035156, propagate_backward_time: 61.2199554443, weight_update_time: 0.2254656702, other_time: 2.9301910400
epoch time: 11.9114694595s, input_fired_time: 0.2143383920, output_fired_time: 0.0000000000, propagate_forward_time: 11.0145635605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825675964
validation[          , genome  5814] predictions:    9656/  10000 (96.56%), best:    9683/10000 (96.83%), error:      1139.59265, best error:      1022.04675 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 105.3112335205s, input_fired_time: 1.0702210665, output_fired_time: 1.1750521660, propagate_forward_time: 39.7436943054, propagate_backward_time: 60.4970474243, weight_update_time: 0.1770740747, other_time: 2.8252220154
epoch time: 11.9104137421s, input_fired_time: 0.2267597467, output_fired_time: 0.0000000000, propagate_forward_time: 10.9232044220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7604494095
validation[          , genome  5814] predictions:    9646/  10000 (96.46%), best:    9683/10000 (96.83%), error:      1161.37842, best error:      1022.04675 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.8403549194s, input_fired_time: 1.1202610731, output_fired_time: 1.2939288616, propagate_forward_time: 43.5230178833, propagate_backward_time: 66.0245437622, weight_update_time: 0.1778140217, other_time: 2.8786010742
epoch time: 9.1561183929s, input_fired_time: 0.1347219944, output_fired_time: 0.0000000000, propagate_forward_time: 8.4272241592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941724777
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       997.49286, best error:       997.49286 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 116.3255538940s, input_fired_time: 1.1248999834, output_fired_time: 1.2281628847, propagate_forward_time: 42.6370086670, propagate_backward_time: 68.4443588257, weight_update_time: 0.1777372062, other_time: 2.8911209106
epoch time: 8.7368402481s, input_fired_time: 0.1318313777, output_fired_time: 0.0000000000, propagate_forward_time: 8.0905961990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144128799
validation[          , genome  5814] predictions:    9594/  10000 (95.94%), best:    9691/10000 (96.91%), error:      1321.20874, best error:       997.49286 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 109.0709533691s, input_fired_time: 1.1242414713, output_fired_time: 1.1741667986, propagate_forward_time: 41.0122489929, propagate_backward_time: 62.8832206726, weight_update_time: 0.1772941947, other_time: 2.8770790100
epoch time: 13.3493328094s, input_fired_time: 0.1309959739, output_fired_time: 0.0000000000, propagate_forward_time: 12.3521461487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8661909103
validation[          , genome  5814] predictions:    9666/  10000 (96.66%), best:    9691/10000 (96.91%), error:      1072.21716, best error:       997.49286 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.0083312988s, input_fired_time: 1.2162494659, output_fired_time: 1.2099817991, propagate_forward_time: 40.1214179993, propagate_backward_time: 61.6051979065, weight_update_time: 0.1778074950, other_time: 2.8554801941
epoch time: 12.8441696167s, input_fired_time: 0.4140456021, output_fired_time: 0.0000000000, propagate_forward_time: 11.8729610443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571632385
validation[          , genome  5814] predictions:    9678/  10000 (96.78%), best:    9691/10000 (96.91%), error:      1086.50366, best error:       997.49286 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 105.4592742920s, input_fired_time: 1.0795459747, output_fired_time: 1.1784447432, propagate_forward_time: 39.8152275085, propagate_backward_time: 60.5230522156, weight_update_time: 0.1778205037, other_time: 2.8630065918
epoch time: 10.0507783890s, input_fired_time: 0.1329700649, output_fired_time: 0.0000000000, propagate_forward_time: 9.2682447433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495637894
validation[          , genome  5814] predictions:    9632/  10000 (96.32%), best:    9691/10000 (96.91%), error:      1237.69141, best error:       997.49286 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.4087905884s, input_fired_time: 1.1286767721, output_fired_time: 1.2203772068, propagate_forward_time: 42.3865852356, propagate_backward_time: 63.7396087646, weight_update_time: 0.1780133396, other_time: 2.9335479736
epoch time: 10.4148502350s, input_fired_time: 0.1804816574, output_fired_time: 0.0000000000, propagate_forward_time: 9.6293172836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050510406
validation[          , genome  5814] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       967.85126, best error:       967.85126 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 117.3029708862s, input_fired_time: 1.1828556061, output_fired_time: 1.3689870834, propagate_forward_time: 44.2852554321, propagate_backward_time: 67.3257064819, weight_update_time: 0.1785461307, other_time: 3.1401672363
epoch time: 13.4165372849s, input_fired_time: 0.2932349741, output_fired_time: 0.0000000000, propagate_forward_time: 12.2964658737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8268365860
validation[          , genome  5814] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1093.67297, best error:       967.85126 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.0330810547s, input_fired_time: 1.0800493956, output_fired_time: 1.1837230921, propagate_forward_time: 41.9723129272, propagate_backward_time: 63.8201103210, weight_update_time: 0.1774994284, other_time: 2.9768867493
epoch time: 10.8021678925s, input_fired_time: 0.1358587891, output_fired_time: 0.0000000000, propagate_forward_time: 10.1111259460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551834106
validation[          , genome  5814] predictions:    9693/  10000 (96.93%), best:    9700/10000 (97.00%), error:      1013.39740, best error:       967.85126 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.4376373291s, input_fired_time: 1.3232731819, output_fired_time: 1.2376219034, propagate_forward_time: 44.7307701111, propagate_backward_time: 69.8388214111, weight_update_time: 0.1782920808, other_time: 3.3071441650
epoch time: 11.7490806580s, input_fired_time: 0.1809177846, output_fired_time: 0.0000000000, propagate_forward_time: 10.8231067657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450561523
validation[          , genome  5814] predictions:    9671/  10000 (96.71%), best:    9700/10000 (97.00%), error:      1126.40295, best error:       967.85126 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.7627792358s, input_fired_time: 1.1215821505, output_fired_time: 1.3170415163, propagate_forward_time: 41.2612495422, propagate_backward_time: 63.2184028625, weight_update_time: 0.1773446798, other_time: 2.8445091248
epoch time: 10.1202535629s, input_fired_time: 0.1342438608, output_fired_time: 0.0000000000, propagate_forward_time: 9.4232931137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627164841
validation[          , genome  5814] predictions:    9678/  10000 (96.78%), best:    9700/10000 (97.00%), error:      1018.89978, best error:       967.85126 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.6542205811s, input_fired_time: 1.1641658545, output_fired_time: 1.1783233881, propagate_forward_time: 40.6322898865, propagate_backward_time: 61.8284606934, weight_update_time: 0.1775002778, other_time: 2.8509826660
epoch time: 8.6256923676s, input_fired_time: 0.1337734908, output_fired_time: 0.0000000000, propagate_forward_time: 7.9774103165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145082474
validation[          , genome  5814] predictions:    9701/  10000 (97.01%), best:    9700/10000 (97.00%), error:      1024.29395, best error:       967.85126 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.8158645630s, input_fired_time: 1.0699598789, output_fired_time: 1.1648898125, propagate_forward_time: 39.8748703003, propagate_backward_time: 60.8222541809, weight_update_time: 0.1768300235, other_time: 2.8838920593
epoch time: 8.9054307938s, input_fired_time: 0.1356555223, output_fired_time: 0.0000000000, propagate_forward_time: 8.2582130432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115623474
validation[          , genome  5814] predictions:    9678/  10000 (96.78%), best:    9700/10000 (97.00%), error:      1069.02222, best error:       967.85126 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 105.0261993408s, input_fired_time: 1.0739867687, output_fired_time: 1.1705284119, propagate_forward_time: 39.7118034363, propagate_backward_time: 60.2483749390, weight_update_time: 0.1768149883, other_time: 2.8214988708
epoch time: 14.9861822128s, input_fired_time: 0.3119888306, output_fired_time: 0.0000000000, propagate_forward_time: 13.7653446198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9088487625
validation[          , genome  5814] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       996.71710, best error:       967.85126 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.8294143677s, input_fired_time: 1.0950587988, output_fired_time: 1.2325354815, propagate_forward_time: 41.4182319641, propagate_backward_time: 63.0887641907, weight_update_time: 0.1789516211, other_time: 2.9948234558
epoch time: 12.0493383408s, input_fired_time: 0.1794442087, output_fired_time: 0.0000000000, propagate_forward_time: 11.2393321991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305618286
validation[          , genome  5814] predictions:    9687/  10000 (96.87%), best:    9700/10000 (97.00%), error:      1043.30090, best error:       967.85126 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.4432067871s, input_fired_time: 1.0927844048, output_fired_time: 1.2332971096, propagate_forward_time: 42.9360771179, propagate_backward_time: 65.1069641113, weight_update_time: 0.1842045039, other_time: 3.0740814209
epoch time: 9.1788244247s, input_fired_time: 0.1336321533, output_fired_time: 0.0000000000, propagate_forward_time: 8.5065107346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386819839
validation[          , genome  5814] predictions:    9686/  10000 (96.86%), best:    9700/10000 (97.00%), error:      1050.30322, best error:       967.85126 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 106.8969116211s, input_fired_time: 1.0857284069, output_fired_time: 1.2270909548, propagate_forward_time: 40.2293777466, propagate_backward_time: 61.5062294006, weight_update_time: 0.1772973090, other_time: 2.8484840393
epoch time: 12.5537033081s, input_fired_time: 0.1992608160, output_fired_time: 0.0000000000, propagate_forward_time: 11.6419038773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7125387192
validation[          , genome  5814] predictions:    9668/  10000 (96.68%), best:    9700/10000 (97.00%), error:      1106.73547, best error:       967.85126 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 100.4861602783s, input_fired_time: 1.0524929762, output_fired_time: 1.1808788776, propagate_forward_time: 36.6520233154, propagate_backward_time: 58.4160690308, weight_update_time: 0.2181044668, other_time: 3.1847000122
epoch time: 10.1634168625s, input_fired_time: 0.2271627933, output_fired_time: 0.0000000000, propagate_forward_time: 9.3135900497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226644516
validation[          , genome  5814] predictions:    9652/  10000 (96.52%), best:    9700/10000 (97.00%), error:      1150.33032, best error:       967.85126 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 105.4695968628s, input_fired_time: 1.0648112297, output_fired_time: 1.1546418667, propagate_forward_time: 39.7043266296, propagate_backward_time: 60.6040802002, weight_update_time: 0.1761740446, other_time: 2.9417381287
epoch time: 9.9797058105s, input_fired_time: 0.1363419145, output_fired_time: 0.0000000000, propagate_forward_time: 9.1706228256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6727409363
validation[          , genome  5814] predictions:    9629/  10000 (96.29%), best:    9700/10000 (97.00%), error:      1109.06726, best error:       967.85126 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 113.8279876709s, input_fired_time: 1.0919057131, output_fired_time: 1.1879504919, propagate_forward_time: 42.9892463684, propagate_backward_time: 65.3265304565, weight_update_time: 0.2107519805, other_time: 3.2323532104
epoch time: 10.3076858521s, input_fired_time: 0.1356247067, output_fired_time: 0.0000000000, propagate_forward_time: 9.5835971832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884637833
validation[          , genome  5814] predictions:    9688/  10000 (96.88%), best:    9700/10000 (97.00%), error:       986.62634, best error:       967.85126 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 105.4551239014s, input_fired_time: 1.1199856997, output_fired_time: 1.1602581739, propagate_forward_time: 39.5872573853, propagate_backward_time: 60.7544479370, weight_update_time: 0.1825477034, other_time: 2.8331756592
epoch time: 10.2885065079s, input_fired_time: 0.2266316116, output_fired_time: 0.0000000000, propagate_forward_time: 9.4135360718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483392715
validation[          , genome  5814] predictions:    9562/  10000 (95.62%), best:    9700/10000 (97.00%), error:      1407.71948, best error:       967.85126 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.2031173706s, input_fired_time: 1.2141138315, output_fired_time: 1.2598370314, propagate_forward_time: 41.3861999512, propagate_backward_time: 63.3782005310, weight_update_time: 0.2227647454, other_time: 2.9647712708
epoch time: 8.8046255112s, input_fired_time: 0.1327175051, output_fired_time: 0.0000000000, propagate_forward_time: 8.1658296585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060787201
validation[          , genome  5814] predictions:    9668/  10000 (96.68%), best:    9700/10000 (97.00%), error:      1072.23840, best error:       967.85126 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 104.9856872559s, input_fired_time: 1.0822223425, output_fired_time: 1.1805039644, propagate_forward_time: 39.4957695007, propagate_backward_time: 60.3763275146, weight_update_time: 0.1841884255, other_time: 2.8508644104
epoch time: 11.2889862061s, input_fired_time: 0.1352243125, output_fired_time: 0.0000000000, propagate_forward_time: 10.5434608459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103010178
validation[          , genome  5814] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1060.54565, best error:       967.85126 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.2246780396s, input_fired_time: 1.1765384674, output_fired_time: 1.3221107721, propagate_forward_time: 41.7038345337, propagate_backward_time: 64.0894165039, weight_update_time: 0.1920548677, other_time: 2.9327774048
epoch time: 9.6577396393s, input_fired_time: 0.1825534552, output_fired_time: 0.0000000000, propagate_forward_time: 8.8703155518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048707962
validation[          , genome  5814] predictions:    9634/  10000 (96.34%), best:    9700/10000 (97.00%), error:      1193.22900, best error:       967.85126 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 106.3456115723s, input_fired_time: 1.1026792526, output_fired_time: 1.1854753494, propagate_forward_time: 40.2172317505, propagate_backward_time: 60.9574623108, weight_update_time: 0.1785110682, other_time: 2.8827629089
epoch time: 11.5572748184s, input_fired_time: 0.1349433511, output_fired_time: 0.0000000000, propagate_forward_time: 10.8155298233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068019867
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9700/10000 (97.00%), error:      1039.90930, best error:       967.85126 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.7629776001s, input_fired_time: 1.0815585852, output_fired_time: 1.1745548248, propagate_forward_time: 39.8716239929, propagate_backward_time: 60.7660179138, weight_update_time: 0.1764665544, other_time: 2.8692245483
epoch time: 8.5404205322s, input_fired_time: 0.1339255124, output_fired_time: 0.0000000000, propagate_forward_time: 7.9009013176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055937767
validation[          , genome  5814] predictions:    9645/  10000 (96.45%), best:    9700/10000 (97.00%), error:      1138.67810, best error:       967.85126 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 104.7451477051s, input_fired_time: 1.0762057304, output_fired_time: 1.1654537916, propagate_forward_time: 39.3248443604, propagate_backward_time: 60.3611984253, weight_update_time: 0.1760527790, other_time: 2.8174514771
epoch time: 9.5038366318s, input_fired_time: 0.1347578019, output_fired_time: 0.0000000000, propagate_forward_time: 8.8159065247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531721115
validation[          , genome  5814] predictions:    9651/  10000 (96.51%), best:    9700/10000 (97.00%), error:      1142.28174, best error:       967.85126 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 109.1886672974s, input_fired_time: 1.0753120184, output_fired_time: 1.2099364996, propagate_forward_time: 41.2404785156, propagate_backward_time: 62.7099380493, weight_update_time: 0.2234342694, other_time: 2.9530029297
epoch time: 8.8545761108s, input_fired_time: 0.1336648762, output_fired_time: 0.0000000000, propagate_forward_time: 8.1814966202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394144058
validation[          , genome  5814] predictions:    9676/  10000 (96.76%), best:    9700/10000 (97.00%), error:      1044.53308, best error:       967.85126 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 105.1249465942s, input_fired_time: 1.0870622396, output_fired_time: 1.1669740677, propagate_forward_time: 39.6487579346, propagate_backward_time: 60.4065284729, weight_update_time: 0.1760918945, other_time: 2.8156242371
epoch time: 11.5219745636s, input_fired_time: 0.1347916871, output_fired_time: 0.0000000000, propagate_forward_time: 10.5681085587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8190746307
validation[          , genome  5814] predictions:    9664/  10000 (96.64%), best:    9700/10000 (97.00%), error:      1168.86206, best error:       967.85126 on epoch:    33, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.7804031372s, input_fired_time: 1.1832550764, output_fired_time: 1.2286683321, propagate_forward_time: 41.9842758179, propagate_backward_time: 64.4219207764, weight_update_time: 0.1779406220, other_time: 2.9622802734
epoch time: 20.0052566528s, input_fired_time: 0.1825172603, output_fired_time: 0.0000000000, propagate_forward_time: 18.7962207794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0265178680
validation[          , genome  5814] predictions:    9693/  10000 (96.93%), best:    9700/10000 (97.00%), error:      1052.67981, best error:       967.85126 on epoch:    33, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 112.1293334961s, input_fired_time: 1.0789906979, output_fired_time: 1.2601965666, propagate_forward_time: 42.4947814941, propagate_backward_time: 64.3283843994, weight_update_time: 0.1761759222, other_time: 2.9669876099
epoch time: 9.5635910034s, input_fired_time: 0.1496482641, output_fired_time: 0.0000000000, propagate_forward_time: 8.7959108353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180315018
validation[          , genome  5814] predictions:    9665/  10000 (96.65%), best:    9700/10000 (97.00%), error:      1136.13660, best error:       967.85126 on epoch:    33, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.4571990967s, input_fired_time: 1.1057599783, output_fired_time: 1.1833306551, propagate_forward_time: 40.3005523682, propagate_backward_time: 60.9711074829, weight_update_time: 0.1792013943, other_time: 2.8964462280
epoch time: 11.8873739243s, input_fired_time: 0.1383644193, output_fired_time: 0.0000000000, propagate_forward_time: 11.0900402069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589689255
validation[          , genome  5814] predictions:    9694/  10000 (96.94%), best:    9700/10000 (97.00%), error:      1018.35266, best error:       967.85126 on epoch:    33, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.4464263916s, input_fired_time: 1.0863397121, output_fired_time: 1.2229279280, propagate_forward_time: 40.1606674194, propagate_backward_time: 65.1076889038, weight_update_time: 0.1770629287, other_time: 2.8687973022
epoch time: 11.8605442047s, input_fired_time: 0.1758002043, output_fired_time: 0.0000000000, propagate_forward_time: 11.1314821243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532617569
validation[          , genome  5814] predictions:    9656/  10000 (96.56%), best:    9700/10000 (97.00%), error:      1121.72046, best error:       967.85126 on epoch:    33, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.2971115112s, input_fired_time: 1.1295474768, output_fired_time: 1.2006416321, propagate_forward_time: 40.4432144165, propagate_backward_time: 61.6849937439, weight_update_time: 0.1771498770, other_time: 2.8387107849
epoch time: 15.4952230453s, input_fired_time: 0.2496075630, output_fired_time: 0.0000000000, propagate_forward_time: 14.3562679291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8893470764
validation[          , genome  5814] predictions:    9674/  10000 (96.74%), best:    9700/10000 (97.00%), error:      1137.00720, best error:       967.85126 on epoch:    33, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 107.8473892212s, input_fired_time: 1.0994616747, output_fired_time: 1.1798393726, propagate_forward_time: 40.7888298035, propagate_backward_time: 61.8103370667, weight_update_time: 0.1780056953, other_time: 2.9689140320
epoch time: 8.7096824646s, input_fired_time: 0.1368434876, output_fired_time: 0.0000000000, propagate_forward_time: 8.0641155243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087232590
validation[          , genome  5814] predictions:    9672/  10000 (96.72%), best:    9700/10000 (97.00%), error:      1121.45984, best error:       967.85126 on epoch:    33, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.2698974609s, input_fired_time: 1.1877002716, output_fired_time: 1.2302383184, propagate_forward_time: 41.7031288147, propagate_backward_time: 63.1717796326, weight_update_time: 0.1779236645, other_time: 2.9770545959
epoch time: 9.3229522705s, input_fired_time: 0.1352239996, output_fired_time: 0.0000000000, propagate_forward_time: 8.6788682938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088596344
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9700/10000 (97.00%), error:      1034.42786, best error:       967.85126 on epoch:    33, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.8610839844s, input_fired_time: 1.1483296156, output_fired_time: 1.1856058836, propagate_forward_time: 39.8972206116, propagate_backward_time: 60.7601776123, weight_update_time: 0.1785073280, other_time: 2.8697471619
epoch time: 11.6945199966s, input_fired_time: 0.2298524678, output_fired_time: 0.0000000000, propagate_forward_time: 10.8154678345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491994858
validation[          , genome  5814] predictions:    9699/  10000 (96.99%), best:    9700/10000 (97.00%), error:       996.46313, best error:       967.85126 on epoch:    33, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 106.7147674561s, input_fired_time: 1.1290394068, output_fired_time: 1.1679149866, propagate_forward_time: 40.1562500000, propagate_backward_time: 61.3960113525, weight_update_time: 0.1788621098, other_time: 2.8655548096
epoch time: 8.5754480362s, input_fired_time: 0.1373820007, output_fired_time: 0.0000000000, propagate_forward_time: 7.9260635376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120029449
validation[          , genome  5814] predictions:    9618/  10000 (96.18%), best:    9700/10000 (97.00%), error:      1224.46460, best error:       967.85126 on epoch:    33, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.7998504639s, input_fired_time: 1.1388140917, output_fired_time: 1.1740685701, propagate_forward_time: 40.1797752380, propagate_backward_time: 61.4127159119, weight_update_time: 0.1778898090, other_time: 2.8944740295
epoch time: 8.6688823700s, input_fired_time: 0.1366883814, output_fired_time: 0.0000000000, propagate_forward_time: 8.0224046707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097894669
validation[          , genome  5814] predictions:    9673/  10000 (96.73%), best:    9700/10000 (97.00%), error:      1115.42578, best error:       967.85126 on epoch:    33, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 107.9242630005s, input_fired_time: 1.1957540512, output_fired_time: 1.1899222136, propagate_forward_time: 40.7020568848, propagate_backward_time: 61.9714241028, weight_update_time: 0.1783467680, other_time: 2.8651084900
epoch time: 9.2748651505s, input_fired_time: 0.1363179982, output_fired_time: 0.0000000000, propagate_forward_time: 8.6311960220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073509216
validation[          , genome  5814] predictions:    9657/  10000 (96.57%), best:    9700/10000 (97.00%), error:      1117.00928, best error:       967.85126 on epoch:    33, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.3777236938s, input_fired_time: 1.2349820137, output_fired_time: 1.3463752270, propagate_forward_time: 43.0471839905, propagate_backward_time: 65.4729156494, weight_update_time: 0.1787505746, other_time: 3.2762603760
epoch time: 8.5493793488s, input_fired_time: 0.1359130591, output_fired_time: 0.0000000000, propagate_forward_time: 7.9068903923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065760612
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9700/10000 (97.00%), error:      1058.25452, best error:       967.85126 on epoch:    33, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.9416503906s, input_fired_time: 1.0902080536, output_fired_time: 1.2222051620, propagate_forward_time: 40.6562042236, propagate_backward_time: 61.9740104675, weight_update_time: 0.1775367260, other_time: 2.9990196228
epoch time: 10.8938732147s, input_fired_time: 0.1362987608, output_fired_time: 0.0000000000, propagate_forward_time: 10.0627164841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948575974
validation[          , genome  5814] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1066.60913, best error:       967.85126 on epoch:    33, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 105.4217987061s, input_fired_time: 1.0828168392, output_fired_time: 1.1661596298, propagate_forward_time: 39.7501831055, propagate_backward_time: 60.5899620056, weight_update_time: 0.1789833903, other_time: 2.8326759338
epoch time: 11.7709398270s, input_fired_time: 0.1392783523, output_fired_time: 0.0000000000, propagate_forward_time: 11.1263608932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053005219
validation[          , genome  5814] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       965.14508, best error:       965.14508 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 105.1503524780s, input_fired_time: 1.1000938416, output_fired_time: 1.1734459400, propagate_forward_time: 39.6154174805, propagate_backward_time: 60.4151077271, weight_update_time: 0.1769354492, other_time: 2.8462905884
epoch time: 9.3144416809s, input_fired_time: 0.1378089637, output_fired_time: 0.0000000000, propagate_forward_time: 8.6261434555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504894257
validation[          , genome  5814] predictions:    9600/  10000 (96.00%), best:    9716/10000 (97.16%), error:      1336.49890, best error:       965.14508 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 106.7128295898s, input_fired_time: 1.1369392872, output_fired_time: 1.2198504210, propagate_forward_time: 40.2698097229, propagate_backward_time: 61.1793289185, weight_update_time: 0.1809694320, other_time: 2.9068984985
epoch time: 9.1569328308s, input_fired_time: 0.1374055594, output_fired_time: 0.0000000000, propagate_forward_time: 8.5063486099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131788254
validation[          , genome  5814] predictions:    9646/  10000 (96.46%), best:    9716/10000 (97.16%), error:      1157.63721, best error:       965.14508 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.8186798096s, input_fired_time: 1.1111866236, output_fired_time: 1.1766110659, propagate_forward_time: 40.6004981995, propagate_backward_time: 61.9908027649, weight_update_time: 0.1781042367, other_time: 2.9395866394
epoch time: 8.6480455399s, input_fired_time: 0.1367407143, output_fired_time: 0.0000000000, propagate_forward_time: 7.9999260902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113787651
validation[          , genome  5814] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1075.96045, best error:       965.14508 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 107.2720413208s, input_fired_time: 1.0929303169, output_fired_time: 1.2630177736, propagate_forward_time: 40.2936630249, propagate_backward_time: 61.7103233337, weight_update_time: 0.1774621457, other_time: 2.9121055603
epoch time: 17.2733325958s, input_fired_time: 0.1394441873, output_fired_time: 0.0000000000, propagate_forward_time: 16.4559764862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779117584
validation[          , genome  5814] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1130.80127, best error:       965.14508 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 104.9212112427s, input_fired_time: 1.0980732441, output_fired_time: 1.1641892195, propagate_forward_time: 39.3828125000, propagate_backward_time: 60.4147796631, weight_update_time: 0.1761829108, other_time: 2.8613510132
epoch time: 8.6169528961s, input_fired_time: 0.1359669417, output_fired_time: 0.0000000000, propagate_forward_time: 7.9703092575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106763840
validation[          , genome  5814] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1164.13611, best error:       965.14508 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 104.6719512939s, input_fired_time: 1.0837285519, output_fired_time: 1.1637721062, propagate_forward_time: 39.3190841675, propagate_backward_time: 60.2204742432, weight_update_time: 0.1766852140, other_time: 2.8848953247
epoch time: 9.2322921753s, input_fired_time: 0.1405725479, output_fired_time: 0.0000000000, propagate_forward_time: 8.5703191757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214004517
validation[          , genome  5814] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:       997.80817, best error:       965.14508 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 107.0479736328s, input_fired_time: 1.1052215099, output_fired_time: 1.1984668970, propagate_forward_time: 40.3739662170, propagate_backward_time: 61.4886550903, weight_update_time: 0.1775571853, other_time: 2.8816604614
epoch time: 9.5588188171s, input_fired_time: 0.1390003860, output_fired_time: 0.0000000000, propagate_forward_time: 8.8772096634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426092148
validation[          , genome  5814] predictions:    9700/  10000 (97.00%), best:    9716/10000 (97.16%), error:       997.35004, best error:       965.14508 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.0702438354s, input_fired_time: 1.1046718359, output_fired_time: 1.2080022097, propagate_forward_time: 40.3132324219, propagate_backward_time: 61.5567321777, weight_update_time: 0.1781019419, other_time: 2.8876037598
epoch time: 9.5707969666s, input_fired_time: 0.1727266163, output_fired_time: 0.0000000000, propagate_forward_time: 8.8461637497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519065857
validation[          , genome  5814] predictions:    9673/  10000 (96.73%), best:    9716/10000 (97.16%), error:      1088.71753, best error:       965.14508 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.2011032104s, input_fired_time: 1.1573661566, output_fired_time: 1.1747094393, propagate_forward_time: 39.9472045898, propagate_backward_time: 60.9500808716, weight_update_time: 0.1778871268, other_time: 2.9717407227
epoch time: 9.1000347137s, input_fired_time: 0.1685892045, output_fired_time: 0.0000000000, propagate_forward_time: 8.3931856155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382595062
validation[          , genome  5814] predictions:    9645/  10000 (96.45%), best:    9716/10000 (97.16%), error:      1232.14331, best error:       965.14508 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 104.6166839600s, input_fired_time: 1.0863412619, output_fired_time: 1.1589274406, propagate_forward_time: 39.1822662354, propagate_backward_time: 60.3548088074, weight_update_time: 0.1790111214, other_time: 2.8343391418
epoch time: 10.8411617279s, input_fired_time: 0.1363803893, output_fired_time: 0.0000000000, propagate_forward_time: 10.1307010651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740804672
validation[          , genome  5814] predictions:    9452/  10000 (94.52%), best:    9716/10000 (97.16%), error:      1852.56970, best error:       965.14508 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 118.7336349487s, input_fired_time: 1.1083316803, output_fired_time: 1.1333148479, propagate_forward_time: 38.7011222839, propagate_backward_time: 60.4195175171, weight_update_time: 0.1724528670, other_time: 17.3713455200
epoch time: 9.2373466492s, input_fired_time: 0.1391381919, output_fired_time: 0.0000000000, propagate_forward_time: 8.5537271500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444812775
validation[          , genome  5814] predictions:    9702/  10000 (97.02%), best:    9716/10000 (97.16%), error:       991.99353, best error:       965.14508 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 106.5793228149s, input_fired_time: 1.1229976416, output_fired_time: 1.1876895428, propagate_forward_time: 40.2194480896, propagate_backward_time: 61.1586418152, weight_update_time: 0.1787693799, other_time: 2.8905372620
epoch time: 8.5244598389s, input_fired_time: 0.1370162964, output_fired_time: 0.0000000000, propagate_forward_time: 7.8769979477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104455948
validation[          , genome  5814] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1069.38086, best error:       965.14508 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 104.7095489502s, input_fired_time: 1.0899976492, output_fired_time: 1.1645569801, propagate_forward_time: 39.2723617554, propagate_backward_time: 60.3248901367, weight_update_time: 0.1778470129, other_time: 2.8577423096
epoch time: 9.8822393417s, input_fired_time: 0.1701332480, output_fired_time: 0.0000000000, propagate_forward_time: 9.1632909775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488147736
validation[          , genome  5814] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:      1075.63770, best error:       965.14508 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 105.0893478394s, input_fired_time: 1.1106261015, output_fired_time: 1.1630861759, propagate_forward_time: 39.1779327393, propagate_backward_time: 60.7655181885, weight_update_time: 0.1768803895, other_time: 2.8721847534
epoch time: 9.5852270126s, input_fired_time: 0.1379117519, output_fired_time: 0.0000000000, propagate_forward_time: 8.9383850098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089302063
validation[          , genome  5814] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:      1011.28870, best error:       965.14508 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 106.3711547852s, input_fired_time: 1.1193546057, output_fired_time: 1.1863353252, propagate_forward_time: 40.1302528381, propagate_backward_time: 61.0428619385, weight_update_time: 0.1864881366, other_time: 2.8923530579
epoch time: 9.8118200302s, input_fired_time: 0.1418818086, output_fired_time: 0.0000000000, propagate_forward_time: 9.0529737473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169643402
validation[          , genome  5814] predictions:    9670/  10000 (96.70%), best:    9716/10000 (97.16%), error:      1149.70093, best error:       965.14508 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 109.0606536865s, input_fired_time: 1.1427052021, output_fired_time: 1.1843947172, propagate_forward_time: 41.1452865601, propagate_backward_time: 62.6532783508, weight_update_time: 0.2097542286, other_time: 2.9349861145
epoch time: 9.9922447205s, input_fired_time: 0.1746460646, output_fired_time: 0.0000000000, propagate_forward_time: 9.2726850510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449132919
validation[          , genome  5814] predictions:    9681/  10000 (96.81%), best:    9716/10000 (97.16%), error:      1066.82251, best error:       965.14508 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.3178558350s, input_fired_time: 1.1259860992, output_fired_time: 1.2035548687, propagate_forward_time: 40.6714363098, propagate_backward_time: 61.4280395508, weight_update_time: 0.1918063164, other_time: 2.8888397217
epoch time: 9.0577154160s, input_fired_time: 0.1421462446, output_fired_time: 0.0000000000, propagate_forward_time: 8.3641786575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513906479
validation[          , genome  5814] predictions:    9694/  10000 (96.94%), best:    9716/10000 (97.16%), error:      1040.33740, best error:       965.14508 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 105.7907485962s, input_fired_time: 1.1187868118, output_fired_time: 1.1835064888, propagate_forward_time: 39.8375091553, propagate_backward_time: 60.7583427429, weight_update_time: 0.1787385792, other_time: 2.8925971985
epoch time: 9.0380525589s, input_fired_time: 0.1443012357, output_fired_time: 0.0000000000, propagate_forward_time: 8.3693532944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243978500
validation[          , genome  5814] predictions:    9648/  10000 (96.48%), best:    9716/10000 (97.16%), error:      1229.04053, best error:       965.14508 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 107.8691024780s, input_fired_time: 1.1377618313, output_fired_time: 1.2060985565, propagate_forward_time: 40.6704063416, propagate_backward_time: 61.9134941101, weight_update_time: 0.1804463267, other_time: 2.9413337708
epoch time: 11.0617380142s, input_fired_time: 0.1700970232, output_fired_time: 0.0000000000, propagate_forward_time: 10.2243537903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672868729
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9716/10000 (97.16%), error:      1055.30774, best error:       965.14508 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 104.6069259644s, input_fired_time: 1.0908347368, output_fired_time: 1.1660550833, propagate_forward_time: 39.1932601929, propagate_backward_time: 60.3159027100, weight_update_time: 0.1764307916, other_time: 2.8408737183
epoch time: 12.9804239273s, input_fired_time: 0.2020244598, output_fired_time: 0.0000000000, propagate_forward_time: 12.1371774673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412220001
validation[          , genome  5814] predictions:    9684/  10000 (96.84%), best:    9716/10000 (97.16%), error:      1047.75781, best error:       965.14508 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 112.0185852051s, input_fired_time: 1.1570783854, output_fired_time: 1.2054300308, propagate_forward_time: 42.1537437439, propagate_backward_time: 64.4187774658, weight_update_time: 0.1788179576, other_time: 3.0835571289
epoch time: 11.2681579590s, input_fired_time: 0.1407954395, output_fired_time: 0.0000000000, propagate_forward_time: 10.4537849426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735773087
validation[          , genome  5814] predictions:    9660/  10000 (96.60%), best:    9716/10000 (97.16%), error:      1142.05554, best error:       965.14508 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.2668304443s, input_fired_time: 1.1692962646, output_fired_time: 1.1882690191, propagate_forward_time: 41.5781669617, propagate_backward_time: 63.2653274536, weight_update_time: 0.1803992987, other_time: 3.0657730103
epoch time: 10.1443729401s, input_fired_time: 0.1775459498, output_fired_time: 0.0000000000, propagate_forward_time: 9.4137716293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530557632
validation[          , genome  5814] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:      1008.17462, best error:       965.14508 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 115.5848159790s, input_fired_time: 1.1445555687, output_fired_time: 1.2133311033, propagate_forward_time: 41.0897903442, propagate_backward_time: 69.1541442871, weight_update_time: 0.1786111891, other_time: 2.9829940796
epoch time: 9.8437566757s, input_fired_time: 0.1381939054, output_fired_time: 0.0000000000, propagate_forward_time: 9.1643981934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411643982
validation[          , genome  5814] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1132.64453, best error:       965.14508 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 114.4946594238s, input_fired_time: 1.1290878057, output_fired_time: 1.2062178850, propagate_forward_time: 47.4490432739, propagate_backward_time: 61.8008766174, weight_update_time: 0.1767337024, other_time: 2.9094352722
epoch time: 14.0871152878s, input_fired_time: 0.2358250767, output_fired_time: 0.0000000000, propagate_forward_time: 13.0492467880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8020429611
validation[          , genome  5814] predictions:    9682/  10000 (96.82%), best:    9716/10000 (97.16%), error:      1083.00134, best error:       965.14508 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 105.3820724487s, input_fired_time: 1.1116907597, output_fired_time: 1.1804152727, propagate_forward_time: 39.7243385315, propagate_backward_time: 60.4909095764, weight_update_time: 0.1775714606, other_time: 2.8747177124
epoch time: 15.4420404434s, input_fired_time: 0.2714549899, output_fired_time: 0.0000000000, propagate_forward_time: 14.1326293945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0379562378
validation[          , genome  5814] predictions:    9699/  10000 (96.99%), best:    9716/10000 (97.16%), error:       974.31226, best error:       965.14508 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 110.7770080566s, input_fired_time: 1.1069204807, output_fired_time: 1.1787042618, propagate_forward_time: 39.8626289368, propagate_backward_time: 65.7598114014, weight_update_time: 0.1773173064, other_time: 2.8689422607
epoch time: 9.4861392975s, input_fired_time: 0.1760099530, output_fired_time: 0.0000000000, propagate_forward_time: 8.7228164673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873126984
validation[          , genome  5814] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:      1052.89355, best error:       965.14508 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.3957824707s, input_fired_time: 1.0974270105, output_fired_time: 1.1700328588, propagate_forward_time: 39.5266380310, propagate_backward_time: 60.7438964844, weight_update_time: 0.1781477034, other_time: 2.8577842712
epoch time: 15.1215600967s, input_fired_time: 0.2390513271, output_fired_time: 0.0000000000, propagate_forward_time: 13.9855537415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8969554901
validation[          , genome  5814] predictions:    9667/  10000 (96.67%), best:    9716/10000 (97.16%), error:      1145.82605, best error:       965.14508 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 118.9217224121s, input_fired_time: 1.2030987740, output_fired_time: 1.3381366730, propagate_forward_time: 44.9522132874, propagate_backward_time: 68.2266616821, weight_update_time: 0.1766066998, other_time: 3.2016067505
epoch time: 8.6654348373s, input_fired_time: 0.1380834281, output_fired_time: 0.0000000000, propagate_forward_time: 8.0178031921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095481873
validation[          , genome  5814] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1050.60132, best error:       965.14508 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 110.1846466064s, input_fired_time: 1.1094241142, output_fired_time: 1.1788957119, propagate_forward_time: 41.5268745422, propagate_backward_time: 63.3399238586, weight_update_time: 0.1773396432, other_time: 3.0295372009
epoch time: 9.3727169037s, input_fired_time: 0.1399870366, output_fired_time: 0.0000000000, propagate_forward_time: 8.6901273727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426025391
validation[          , genome  5814] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:      1045.15186, best error:       965.14508 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 109.1517639160s, input_fired_time: 1.1781997681, output_fired_time: 1.1770355701, propagate_forward_time: 41.2164649963, propagate_backward_time: 62.6326828003, weight_update_time: 0.1803629696, other_time: 2.9473800659
epoch time: 10.3576755524s, input_fired_time: 0.1394534558, output_fired_time: 0.0000000000, propagate_forward_time: 9.6946496964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235719681
validation[          , genome  5814] predictions:    9711/  10000 (97.11%), best:    9716/10000 (97.16%), error:       968.10522, best error:       965.14508 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.7412719727s, input_fired_time: 1.2942253351, output_fired_time: 1.2543923855, propagate_forward_time: 43.6208686829, propagate_backward_time: 66.4255981445, weight_update_time: 0.1785299927, other_time: 3.1461791992
epoch time: 9.4603986740s, input_fired_time: 0.1431082636, output_fired_time: 0.0000000000, propagate_forward_time: 8.8011598587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161304474
validation[          , genome  5814] predictions:    9717/  10000 (97.17%), best:    9716/10000 (97.16%), error:      1007.11298, best error:       965.14508 on epoch:    69, 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: 43.6652069092s, input_fired_time: 0.6995915771, output_fired_time: 0.0000000000, propagate_forward_time: 40.3126792908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6529350281
best training[          , genome  5814] predictions:   49309/  50000 (98.62%), best:    9716/10000 (97.16%), error:      2537.64258, best error:       965.14508 on epoch:    69, 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: 12.8221359253s, input_fired_time: 0.1413289905, output_fired_time: 0.0000000000, propagate_forward_time: 11.8040952682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8767118454
   testing[          , genome  5814] predictions:    9733/  10000 (97.33%), best:    9716/10000 (97.16%), error:       892.20984, best error:       965.14508 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:22:56 (5872): called boinc_finish(0)

</stderr_txt>
]]>