Nameexact_genome_1512568488_43_6497_1
Workunit2603763
Created7 Dec 2017, 20:08:20 UTC
Sent7 Dec 2017, 20:16:30 UTC
Report deadline14 Dec 2017, 20:49:20 UTC
Received7 Dec 2017, 22:53:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67755
Run time1 hours 30 min 12 sec
CPU time1 hours 12 min 37 sec
Validate stateValid
Credit1,755.70
Device peak FLOPS5.00 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.93 MB
Peak swap size150.36 MB
Peak disk usage1.77 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
fired_time: 0.0508488826, output_fired_time: 0.0000000000, propagate_forward_time: 5.7856483459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475146294
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1051.95483, best error:      1051.95483 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 43.6130027771s, input_fired_time: 0.4781897962, output_fired_time: 0.3609888554, propagate_forward_time: 15.8011846542, propagate_backward_time: 25.7794780731, weight_update_time: 0.0587551184, other_time: 1.1931591034
epoch time: 3.6615879536s, input_fired_time: 0.0512054339, output_fired_time: 0.0000000000, propagate_forward_time: 3.4237275124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1866550446
validation[          , genome  6497] predictions:    9654/  10000 (96.54%), best:    9679/10000 (96.79%), error:      1117.10889, best error:      1051.95483 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 43.3165283203s, input_fired_time: 0.4532169402, output_fired_time: 0.3629654944, propagate_forward_time: 15.0483217239, propagate_backward_time: 26.3076400757, weight_update_time: 0.0589806587, other_time: 1.1443862915
epoch time: 4.2139616013s, input_fired_time: 0.0521000251, output_fired_time: 0.0000000000, propagate_forward_time: 3.9084494114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534120083
validation[          , genome  6497] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       996.33771, best error:       996.33771 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 45.9341049194s, input_fired_time: 0.5415750146, output_fired_time: 0.3924662471, propagate_forward_time: 16.6692523956, propagate_backward_time: 27.1404800415, weight_update_time: 0.0585791282, other_time: 1.1903285980
epoch time: 3.1628887653s, input_fired_time: 0.0510787480, output_fired_time: 0.0000000000, propagate_forward_time: 2.9268021584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1850078106
validation[          , genome  6497] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1035.62793, best error:       996.33771 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.8111877441s, input_fired_time: 0.4469576776, output_fired_time: 0.3609196544, propagate_forward_time: 14.3744773865, propagate_backward_time: 23.5674362183, weight_update_time: 0.0585203506, other_time: 1.0613975525
epoch time: 5.5511164665s, input_fired_time: 0.1167609021, output_fired_time: 0.0000000000, propagate_forward_time: 5.0837121010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506436348
validation[          , genome  6497] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       959.58917, best error:       959.58917 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 40.2410964966s, input_fired_time: 0.4459368289, output_fired_time: 0.3604556918, propagate_forward_time: 14.5830745697, propagate_backward_time: 23.7928638458, weight_update_time: 0.0585094616, other_time: 1.0587654114
epoch time: 6.2134141922s, input_fired_time: 0.0832355767, output_fired_time: 0.0000000000, propagate_forward_time: 5.7508311272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793473244
validation[          , genome  6497] predictions:    9657/  10000 (96.57%), best:    9699/10000 (96.99%), error:      1127.85437, best error:       959.58917 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 47.3638763428s, input_fired_time: 0.4862313569, output_fired_time: 0.4300806224, propagate_forward_time: 17.1554889679, propagate_backward_time: 28.0396537781, weight_update_time: 0.0592516251, other_time: 1.2524204254
epoch time: 3.1546251774s, input_fired_time: 0.0526439734, output_fired_time: 0.0000000000, propagate_forward_time: 2.9097371101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1922440529
validation[          , genome  6497] predictions:    9667/  10000 (96.67%), best:    9699/10000 (96.99%), error:      1038.27515, best error:       959.58917 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 46.6484832764s, input_fired_time: 0.5109329820, output_fired_time: 0.4243709743, propagate_forward_time: 16.8545475006, propagate_backward_time: 27.5731296539, weight_update_time: 0.0585605465, other_time: 1.2855033875
epoch time: 9.4681205750s, input_fired_time: 0.0845303982, output_fired_time: 0.0000000000, propagate_forward_time: 9.1629095078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2206802368
validation[          , genome  6497] predictions:    9633/  10000 (96.33%), best:    9699/10000 (96.99%), error:      1183.39722, best error:       959.58917 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 75.8883666992s, input_fired_time: 0.5161493421, output_fired_time: 0.4917340279, propagate_forward_time: 28.8392467499, propagate_backward_time: 34.1598663330, weight_update_time: 0.5584715009, other_time: 11.8813629150
epoch time: 3.1042275429s, input_fired_time: 0.0517208539, output_fired_time: 0.0000000000, propagate_forward_time: 2.8677701950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1847364902
validation[          , genome  6497] predictions:    9597/  10000 (95.97%), best:    9699/10000 (96.99%), error:      1306.36768, best error:       959.58917 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 48.0943641663s, input_fired_time: 0.5060532689, output_fired_time: 0.4306419194, propagate_forward_time: 17.7187538147, propagate_backward_time: 28.1695022583, weight_update_time: 0.0911919251, other_time: 1.2694129944
epoch time: 6.2169942856s, input_fired_time: 0.0518401340, output_fired_time: 0.0000000000, propagate_forward_time: 5.7843589783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807950020
validation[          , genome  6497] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:      1008.81604, best error:       959.58917 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.5979080200s, input_fired_time: 0.5464107990, output_fired_time: 5.4290294647, propagate_forward_time: 16.8679676056, propagate_backward_time: 30.5156173706, weight_update_time: 0.0587501228, other_time: 1.2388820648
epoch time: 3.9047372341s, input_fired_time: 0.0515173487, output_fired_time: 0.0000000000, propagate_forward_time: 3.6355185509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2177014351
validation[          , genome  6497] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       925.64087, best error:       925.64087 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.3667678833s, input_fired_time: 0.4514081180, output_fired_time: 0.3680726290, propagate_forward_time: 14.5391292572, propagate_backward_time: 23.9300022125, weight_update_time: 0.0593855344, other_time: 1.0781555176
epoch time: 3.4959871769s, input_fired_time: 0.0637858734, output_fired_time: 0.0000000000, propagate_forward_time: 3.2364144325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1957869530
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9711/10000 (97.11%), error:       937.68683, best error:       925.64087 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 43.4738273621s, input_fired_time: 0.4595367014, output_fired_time: 0.3694755435, propagate_forward_time: 16.9043865204, propagate_backward_time: 24.5478744507, weight_update_time: 0.0601223819, other_time: 1.1925525665
epoch time: 4.2407708168s, input_fired_time: 0.0595764518, output_fired_time: 0.0000000000, propagate_forward_time: 3.9507625103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2304317951
validation[          , genome  6497] predictions:    9706/  10000 (97.06%), best:    9711/10000 (97.11%), error:       953.53778, best error:       925.64087 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 41.1571235657s, input_fired_time: 0.4578750730, output_fired_time: 0.3726406097, propagate_forward_time: 15.0371456146, propagate_backward_time: 24.1975574493, weight_update_time: 0.0592678413, other_time: 1.0919036865
epoch time: 3.1487393379s, input_fired_time: 0.0523909070, output_fired_time: 0.0000000000, propagate_forward_time: 2.9082214832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1881270409
validation[          , genome  6497] predictions:    9676/  10000 (96.76%), best:    9711/10000 (97.11%), error:      1040.38940, best error:       925.64087 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 40.7227058411s, input_fired_time: 0.4533937275, output_fired_time: 0.3625721931, propagate_forward_time: 14.9037761688, propagate_backward_time: 23.8958606720, weight_update_time: 0.0855752155, other_time: 1.1071052551
epoch time: 3.1361758709s, input_fired_time: 0.0525671542, output_fired_time: 0.0000000000, propagate_forward_time: 2.8945479393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1890606880
validation[          , genome  6497] predictions:    9619/  10000 (96.19%), best:    9711/10000 (97.11%), error:      1269.48047, best error:       925.64087 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 41.4742431641s, input_fired_time: 0.4552646577, output_fired_time: 0.3673221171, propagate_forward_time: 15.0171012878, propagate_backward_time: 24.3147716522, weight_update_time: 0.0591949858, other_time: 1.3197841644
epoch time: 3.3667080402s, input_fired_time: 0.0532402806, output_fired_time: 0.0000000000, propagate_forward_time: 3.1208555698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1926121712
validation[          , genome  6497] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       877.69952, best error:       877.69952 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.4110794067s, input_fired_time: 0.4561680257, output_fired_time: 0.3700376749, propagate_forward_time: 14.7538900375, propagate_backward_time: 38.7512550354, weight_update_time: 0.0587780513, other_time: 1.0797271729
epoch time: 3.2104461193s, input_fired_time: 0.0525665842, output_fired_time: 0.0000000000, propagate_forward_time: 2.9556958675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2021837234
validation[          , genome  6497] predictions:    9710/  10000 (97.10%), best:    9741/10000 (97.41%), error:       904.09235, best error:       877.69952 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 40.7756385803s, input_fired_time: 0.4571931362, output_fired_time: 0.3636963367, propagate_forward_time: 15.0385007858, propagate_backward_time: 23.8372821808, weight_update_time: 0.0590708144, other_time: 1.0789661407
epoch time: 3.1823995113s, input_fired_time: 0.0543470979, output_fired_time: 0.0000000000, propagate_forward_time: 2.9410927296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1869597435
validation[          , genome  6497] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       872.96198, best error:       872.96198 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.0990142822s, input_fired_time: 0.4552011490, output_fired_time: 0.3635664582, propagate_forward_time: 14.5847635269, propagate_backward_time: 23.6234703064, weight_update_time: 0.0589725785, other_time: 1.0720138550
epoch time: 3.1372642517s, input_fired_time: 0.0526139364, output_fired_time: 0.0000000000, propagate_forward_time: 2.8990111351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1856391430
validation[          , genome  6497] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       930.18121, best error:       872.96198 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.0134887695s, input_fired_time: 0.4678423703, output_fired_time: 0.3623203635, propagate_forward_time: 14.8350534439, propagate_backward_time: 38.2114868164, weight_update_time: 0.0586689040, other_time: 1.1367874146
epoch time: 3.4823768139s, input_fired_time: 0.0570079423, output_fired_time: 0.0000000000, propagate_forward_time: 3.0510981083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742706776
validation[          , genome  6497] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       968.53235, best error:       872.96198 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.4697456360s, input_fired_time: 0.4556410909, output_fired_time: 0.3637079597, propagate_forward_time: 14.7088994980, propagate_backward_time: 23.8730983734, weight_update_time: 0.0590478331, other_time: 1.0683956146
epoch time: 3.1345813274s, input_fired_time: 0.0523382537, output_fired_time: 0.0000000000, propagate_forward_time: 2.8971283436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1851146221
validation[          , genome  6497] predictions:    9736/  10000 (97.36%), best:    9728/10000 (97.28%), error:       885.65619, best error:       872.96198 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.0609016418s, input_fired_time: 0.4547811747, output_fired_time: 0.3624014854, propagate_forward_time: 14.5177860260, propagate_backward_time: 23.6548004150, weight_update_time: 0.0587575659, other_time: 1.0711345673
epoch time: 5.6137137413s, input_fired_time: 0.0526384264, output_fired_time: 0.0000000000, propagate_forward_time: 5.3713045120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1897706985
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:      1019.83246, best error:       872.96198 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 43.3005867004s, input_fired_time: 0.4534831345, output_fired_time: 0.3669683337, propagate_forward_time: 14.5857810974, propagate_backward_time: 26.7954864502, weight_update_time: 0.0585119054, other_time: 1.0988655090
epoch time: 3.1345441341s, input_fired_time: 0.0531380475, output_fired_time: 0.0000000000, propagate_forward_time: 2.8964719772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1849341393
validation[          , genome  6497] predictions:    9657/  10000 (96.57%), best:    9728/10000 (97.28%), error:      1077.34656, best error:       872.96198 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 50.5117835999s, input_fired_time: 0.4582427144, output_fired_time: 0.3669750690, propagate_forward_time: 14.9355325699, propagate_backward_time: 33.6037406921, weight_update_time: 0.0904266313, other_time: 1.1472930908
epoch time: 3.1190800667s, input_fired_time: 0.0526498146, output_fired_time: 0.0000000000, propagate_forward_time: 2.8780322075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1883981228
validation[          , genome  6497] predictions:    9723/  10000 (97.23%), best:    9728/10000 (97.28%), error:       901.35028, best error:       872.96198 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 41.2585487366s, input_fired_time: 0.4581545591, output_fired_time: 0.3607187569, propagate_forward_time: 14.7730426788, propagate_backward_time: 24.5714187622, weight_update_time: 0.0584249459, other_time: 1.0952167511
epoch time: 3.1171393394s, input_fired_time: 0.0522571169, output_fired_time: 0.0000000000, propagate_forward_time: 2.8810589314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1838233471
validation[          , genome  6497] predictions:    9659/  10000 (96.59%), best:    9728/10000 (97.28%), error:      1077.51221, best error:       872.96198 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 43.8986549377s, input_fired_time: 0.4556650817, output_fired_time: 0.3633058965, propagate_forward_time: 15.0974254608, propagate_backward_time: 26.8698749542, weight_update_time: 0.0589046702, other_time: 1.1123847961
epoch time: 3.1508076191s, input_fired_time: 0.0529770218, output_fired_time: 0.0000000000, propagate_forward_time: 2.9135649204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1842656136
validation[          , genome  6497] predictions:    9651/  10000 (96.51%), best:    9728/10000 (97.28%), error:      1166.47815, best error:       872.96198 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.7715759277s, input_fired_time: 0.4546586871, output_fired_time: 0.3651530445, propagate_forward_time: 14.9098787308, propagate_backward_time: 49.9072914124, weight_update_time: 0.0583477356, other_time: 1.1345977783
epoch time: 3.1702046394s, input_fired_time: 0.0536925308, output_fired_time: 0.0000000000, propagate_forward_time: 2.9319932461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1845188141
validation[          , genome  6497] predictions:    9692/  10000 (96.92%), best:    9728/10000 (97.28%), error:       986.92993, best error:       872.96198 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 40.6631164551s, input_fired_time: 0.4702146649, output_fired_time: 0.3644680977, propagate_forward_time: 14.7470779419, propagate_backward_time: 23.9987564087, weight_update_time: 0.0593409464, other_time: 1.0825996399
epoch time: 6.2113008499s, input_fired_time: 0.0530921891, output_fired_time: 0.0000000000, propagate_forward_time: 5.9728698730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1853389740
validation[          , genome  6497] predictions:    9687/  10000 (96.87%), best:    9728/10000 (97.28%), error:       976.71844, best error:       872.96198 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 45.1327819824s, input_fired_time: 0.4581207931, output_fired_time: 0.3690721095, propagate_forward_time: 14.6018953323, propagate_backward_time: 28.6246109009, weight_update_time: 0.0590797588, other_time: 1.0790824890
epoch time: 3.1209626198s, input_fired_time: 0.0530804545, output_fired_time: 0.0000000000, propagate_forward_time: 2.8825449944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1853370667
validation[          , genome  6497] predictions:    9670/  10000 (96.70%), best:    9728/10000 (97.28%), error:      1006.86005, best error:       872.96198 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 40.1896667480s, input_fired_time: 0.4612812400, output_fired_time: 0.3638298213, propagate_forward_time: 14.4956855774, propagate_backward_time: 23.7737979889, weight_update_time: 0.0585834384, other_time: 1.0950717926
epoch time: 3.1425011158s, input_fired_time: 0.0536872931, output_fired_time: 0.0000000000, propagate_forward_time: 2.9022121429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1866016388
validation[          , genome  6497] predictions:    9720/  10000 (97.20%), best:    9728/10000 (97.28%), error:       917.05328, best error:       872.96198 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 42.5838966370s, input_fired_time: 0.4649021029, output_fired_time: 0.3699916303, propagate_forward_time: 14.5887365341, propagate_backward_time: 26.0773887634, weight_update_time: 0.0590131469, other_time: 1.0828781128
epoch time: 3.1923861504s, input_fired_time: 0.0537448563, output_fired_time: 0.0000000000, propagate_forward_time: 2.9515485764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1870927811
validation[          , genome  6497] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1054.84338, best error:       872.96198 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 40.3234519958s, input_fired_time: 0.4575629532, output_fired_time: 0.3698961437, propagate_forward_time: 14.5968313217, propagate_backward_time: 23.8280906677, weight_update_time: 0.0593043379, other_time: 1.0710716248
epoch time: 7.6793861389s, input_fired_time: 0.0533403121, output_fired_time: 0.0000000000, propagate_forward_time: 7.4060997963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2199459076
validation[          , genome  6497] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:      1018.63513, best error:       872.96198 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 40.1528511047s, input_fired_time: 0.4582824111, output_fired_time: 0.3633751869, propagate_forward_time: 14.5352687836, propagate_backward_time: 23.7166023254, weight_update_time: 0.0601517856, other_time: 1.0793209076
epoch time: 3.1525270939s, input_fired_time: 0.0535639860, output_fired_time: 0.0000000000, propagate_forward_time: 2.9109878540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1879751682
validation[          , genome  6497] predictions:    9676/  10000 (96.76%), best:    9728/10000 (97.28%), error:      1043.08105, best error:       872.96198 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.1249160767s, input_fired_time: 0.4649250209, output_fired_time: 0.3626619577, propagate_forward_time: 14.6618652344, propagate_backward_time: 23.5727939606, weight_update_time: 0.0591069311, other_time: 1.0626697540
epoch time: 7.0839529037s, input_fired_time: 0.0546800680, output_fired_time: 0.0000000000, propagate_forward_time: 6.8249044418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2043685913
validation[          , genome  6497] predictions:    9725/  10000 (97.25%), best:    9728/10000 (97.28%), error:       917.25531, best error:       872.96198 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.0770568848s, input_fired_time: 0.4559533298, output_fired_time: 0.3852671683, propagate_forward_time: 14.6537342072, propagate_backward_time: 33.5030097961, weight_update_time: 0.0586085431, other_time: 1.0790977478
epoch time: 3.1689312458s, input_fired_time: 0.0529899709, output_fired_time: 0.0000000000, propagate_forward_time: 2.9324731827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1834681034
validation[          , genome  6497] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       841.95276, best error:       841.95276 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.6766433716s, input_fired_time: 0.4589204192, output_fired_time: 0.3631860614, propagate_forward_time: 14.8007249832, propagate_backward_time: 23.9491577148, weight_update_time: 0.0591546930, other_time: 1.1046562195
epoch time: 3.1663079262s, input_fired_time: 0.0613746531, output_fired_time: 0.0000000000, propagate_forward_time: 2.9188799858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1860532761
validation[          , genome  6497] predictions:    9657/  10000 (96.57%), best:    9750/10000 (97.50%), error:      1071.55969, best error:       841.95276 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 41.5890159607s, input_fired_time: 0.4703512192, output_fired_time: 0.3692302704, propagate_forward_time: 15.5782012939, propagate_backward_time: 24.0972843170, weight_update_time: 0.0584561899, other_time: 1.0739498138
epoch time: 3.1536073685s, input_fired_time: 0.0536599979, output_fired_time: 0.0000000000, propagate_forward_time: 2.9117708206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1881766319
validation[          , genome  6497] predictions:    9674/  10000 (96.74%), best:    9750/10000 (97.50%), error:      1062.60559, best error:       841.95276 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.6517486572s, input_fired_time: 0.4896715283, output_fired_time: 0.3661403358, propagate_forward_time: 14.6735258102, propagate_backward_time: 24.0243339539, weight_update_time: 0.0590308905, other_time: 1.0980796814
epoch time: 3.1822860241s, input_fired_time: 0.0537832715, output_fired_time: 0.0000000000, propagate_forward_time: 2.9415478706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1869549751
validation[          , genome  6497] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       932.39301, best error:       841.95276 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.8631057739s, input_fired_time: 0.4606562257, output_fired_time: 0.3695693612, propagate_forward_time: 14.7266683578, propagate_backward_time: 24.1859779358, weight_update_time: 0.0584485196, other_time: 1.1202354431
epoch time: 3.2804260254s, input_fired_time: 0.0766979977, output_fired_time: 0.0000000000, propagate_forward_time: 3.0194871426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1842408180
validation[          , genome  6497] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:      1012.97870, best error:       841.95276 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 41.7421302795s, input_fired_time: 0.4594832361, output_fired_time: 0.3619238138, propagate_forward_time: 15.1156921387, propagate_backward_time: 24.6346855164, weight_update_time: 0.0587163605, other_time: 1.1703453064
epoch time: 3.1046838760s, input_fired_time: 0.0530256256, output_fired_time: 0.0000000000, propagate_forward_time: 2.8678205013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1838376522
validation[          , genome  6497] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       945.50549, best error:       841.95276 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.6596374512s, input_fired_time: 0.5254822373, output_fired_time: 0.3641828299, propagate_forward_time: 15.8114938736, propagate_backward_time: 25.8138580322, weight_update_time: 0.0591246448, other_time: 1.1446228027
epoch time: 3.1083981991s, input_fired_time: 0.0529571809, output_fired_time: 0.0000000000, propagate_forward_time: 2.8713881969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1840527058
validation[          , genome  6497] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:       990.82758, best error:       841.95276 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 43.4247131348s, input_fired_time: 0.4566097558, output_fired_time: 0.3928642273, propagate_forward_time: 15.7387752533, propagate_backward_time: 25.7072219849, weight_update_time: 0.0584712811, other_time: 1.1292400360
epoch time: 3.4936316013s, input_fired_time: 0.0537820123, output_fired_time: 0.0000000000, propagate_forward_time: 3.2214918137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2183578014
validation[          , genome  6497] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       853.27753, best error:       841.95276 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 44.3455200195s, input_fired_time: 0.4672176540, output_fired_time: 0.3954410851, propagate_forward_time: 16.0627536774, propagate_backward_time: 26.2009048462, weight_update_time: 0.0641097277, other_time: 1.2192020416
epoch time: 6.0021276474s, input_fired_time: 0.0537003092, output_fired_time: 0.0000000000, propagate_forward_time: 5.5694689751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789582253
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       959.29541, best error:       841.95276 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.2423934937s, input_fired_time: 0.5893190503, output_fired_time: 0.4588056505, propagate_forward_time: 19.9530391693, propagate_backward_time: 32.6534233093, weight_update_time: 0.0590793639, other_time: 1.5878105164
epoch time: 5.5121350288s, input_fired_time: 0.4864197075, output_fired_time: 0.0000000000, propagate_forward_time: 4.8405132294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1852021217
validation[          , genome  6497] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       924.06549, best error:       841.95276 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 41.1408233643s, input_fired_time: 0.4885058105, output_fired_time: 0.3602417409, propagate_forward_time: 14.8915510178, propagate_backward_time: 24.3089103699, weight_update_time: 0.0584804192, other_time: 1.0916137695
epoch time: 3.1549351215s, input_fired_time: 0.0536163189, output_fired_time: 0.0000000000, propagate_forward_time: 2.9160552025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1852636337
validation[          , genome  6497] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       942.62604, best error:       841.95276 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.2103843689s, input_fired_time: 0.4629278481, output_fired_time: 0.3658837080, propagate_forward_time: 14.5708618164, propagate_backward_time: 23.7333049774, weight_update_time: 0.0584475845, other_time: 1.0774059296
epoch time: 3.3361821175s, input_fired_time: 0.0858171433, output_fired_time: 0.0000000000, propagate_forward_time: 3.0668582916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1835067272
validation[          , genome  6497] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       990.02411, best error:       841.95276 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 42.3449249268s, input_fired_time: 0.4640391171, output_fired_time: 0.3651057184, propagate_forward_time: 14.7335004807, propagate_backward_time: 25.7068004608, weight_update_time: 0.0597893931, other_time: 1.0754795074
epoch time: 5.6378817558s, input_fired_time: 0.1175409630, output_fired_time: 0.0000000000, propagate_forward_time: 5.1729707718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473701477
validation[          , genome  6497] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       884.43958, best error:       841.95276 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.7608909607s, input_fired_time: 0.9630309343, output_fired_time: 0.3637846112, propagate_forward_time: 15.4796485901, propagate_backward_time: 24.8413734436, weight_update_time: 0.0595662892, other_time: 1.1130523682
epoch time: 6.2143340111s, input_fired_time: 0.1177184209, output_fired_time: 0.0000000000, propagate_forward_time: 5.7495608330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470549583
validation[          , genome  6497] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       978.77448, best error:       841.95276 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 41.1452064514s, input_fired_time: 0.4681097567, output_fired_time: 0.3692547381, propagate_forward_time: 14.8169612885, propagate_backward_time: 24.3868217468, weight_update_time: 0.0589304492, other_time: 1.1040592194
epoch time: 3.1074271202s, input_fired_time: 0.0538371690, output_fired_time: 0.0000000000, propagate_forward_time: 2.8705172539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1830728054
validation[          , genome  6497] predictions:    9686/  10000 (96.86%), best:    9750/10000 (97.50%), error:      1016.21124, best error:       841.95276 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 40.7184028625s, input_fired_time: 0.4577786028, output_fired_time: 0.3668323755, propagate_forward_time: 14.7301511765, propagate_backward_time: 24.0725593567, weight_update_time: 0.0583967082, other_time: 1.0910797119
epoch time: 3.9437544346s, input_fired_time: 0.0857121199, output_fired_time: 0.0000000000, propagate_forward_time: 3.6400384903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2180037498
validation[          , genome  6497] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       931.79932, best error:       841.95276 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.0548400879s, input_fired_time: 0.4670065343, output_fired_time: 0.3699116111, propagate_forward_time: 14.9811944962, propagate_backward_time: 51.1679763794, weight_update_time: 0.0589230694, other_time: 1.0687561035
epoch time: 6.1197156906s, input_fired_time: 0.1497146189, output_fired_time: 0.0000000000, propagate_forward_time: 5.5909976959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790035248
validation[          , genome  6497] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       874.16571, best error:       841.95276 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 41.0235977173s, input_fired_time: 0.4947063625, output_fired_time: 0.3970924914, propagate_forward_time: 14.8141345978, propagate_backward_time: 24.2431182861, weight_update_time: 0.0587919503, other_time: 1.0745487213
epoch time: 4.6324729919s, input_fired_time: 0.0540924110, output_fired_time: 0.0000000000, propagate_forward_time: 4.3266758919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2517046928
validation[          , genome  6497] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       929.18817, best error:       841.95276 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 42.8667488098s, input_fired_time: 0.4634054601, output_fired_time: 0.3953786194, propagate_forward_time: 16.1836147308, propagate_backward_time: 24.7087383270, weight_update_time: 0.0593144782, other_time: 1.1156120300
epoch time: 3.2963907719s, input_fired_time: 0.0539954640, output_fired_time: 0.0000000000, propagate_forward_time: 3.0548772812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1875181198
validation[          , genome  6497] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       902.12122, best error:       841.95276 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 44.1047592163s, input_fired_time: 0.4626134634, output_fired_time: 0.3676274419, propagate_forward_time: 14.5804462433, propagate_backward_time: 27.6147289276, weight_update_time: 0.0590503849, other_time: 1.0793457031
epoch time: 3.4347393513s, input_fired_time: 0.0549898297, output_fired_time: 0.0000000000, propagate_forward_time: 3.1646294594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2151200771
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       987.35944, best error:       841.95276 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.7586021423s, input_fired_time: 0.4721358418, output_fired_time: 0.3652623296, propagate_forward_time: 15.0288772583, propagate_backward_time: 36.8149070740, weight_update_time: 0.0591748804, other_time: 1.0774192810
epoch time: 3.3265383244s, input_fired_time: 0.0535819121, output_fired_time: 0.0000000000, propagate_forward_time: 3.0583190918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2146372795
validation[          , genome  6497] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       983.26819, best error:       841.95276 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 45.0474777222s, input_fired_time: 0.4718888104, output_fired_time: 0.4267114103, propagate_forward_time: 14.6096878052, propagate_backward_time: 28.4709796906, weight_update_time: 0.0593415536, other_time: 1.0682086945
epoch time: 3.4148507118s, input_fired_time: 0.0551839992, output_fired_time: 0.0000000000, propagate_forward_time: 3.1430821419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2165846825
validation[          , genome  6497] predictions:    9688/  10000 (96.88%), best:    9750/10000 (97.50%), error:      1019.16370, best error:       841.95276 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.0218963623s, input_fired_time: 1.4640314579, output_fired_time: 0.3619282842, propagate_forward_time: 22.7136306763, propagate_backward_time: 24.4224929810, weight_update_time: 0.0589313731, other_time: 1.0598144531
epoch time: 3.1031577587s, input_fired_time: 0.0537259951, output_fired_time: 0.0000000000, propagate_forward_time: 2.8665697575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1828620434
validation[          , genome  6497] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       894.85883, best error:       841.95276 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.2767944336s, input_fired_time: 0.4640887976, output_fired_time: 0.3628337979, propagate_forward_time: 14.5448570251, propagate_backward_time: 23.8071994781, weight_update_time: 0.0588641651, other_time: 1.0978145599
epoch time: 3.4135909081s, input_fired_time: 0.0540150069, output_fired_time: 0.0000000000, propagate_forward_time: 3.1338210106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2257549763
validation[          , genome  6497] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       923.62872, best error:       841.95276 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 44.3853416443s, input_fired_time: 0.4601414800, output_fired_time: 0.3599688709, propagate_forward_time: 14.3688230515, propagate_backward_time: 28.1403198242, weight_update_time: 0.0584196858, other_time: 1.0560874939
epoch time: 3.3302090168s, input_fired_time: 0.0544260629, output_fired_time: 0.0000000000, propagate_forward_time: 3.0895948410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1861882210
validation[          , genome  6497] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:      1000.79395, best error:       841.95276 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 40.9019432068s, input_fired_time: 0.4676972926, output_fired_time: 0.3748522997, propagate_forward_time: 14.8168096542, propagate_backward_time: 24.1316757202, weight_update_time: 0.0589657687, other_time: 1.1109085083
epoch time: 3.1691174507s, input_fired_time: 0.0542457514, output_fired_time: 0.0000000000, propagate_forward_time: 2.9131724834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2016992569
validation[          , genome  6497] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       962.54291, best error:       841.95276 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 43.7707176208s, input_fired_time: 0.4973854721, output_fired_time: 0.4262795746, propagate_forward_time: 15.8997707367, propagate_backward_time: 25.8133106232, weight_update_time: 0.0941384956, other_time: 1.1339683533
epoch time: 6.2145342827s, input_fired_time: 0.0543737113, output_fired_time: 0.0000000000, propagate_forward_time: 5.8132648468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468956947
validation[          , genome  6497] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       939.71002, best error:       841.95276 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 42.2905731201s, input_fired_time: 0.4661262333, output_fired_time: 0.5566015840, propagate_forward_time: 15.1075677872, propagate_backward_time: 25.0809516907, weight_update_time: 0.0586178675, other_time: 1.0793266296
epoch time: 3.6898167133s, input_fired_time: 0.0860850587, output_fired_time: 0.0000000000, propagate_forward_time: 3.3552336693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2484979630
validation[          , genome  6497] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       913.74463, best error:       841.95276 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 40.2341041565s, input_fired_time: 0.4641045928, output_fired_time: 0.3635005951, propagate_forward_time: 14.5115537643, propagate_backward_time: 23.8307914734, weight_update_time: 0.0588675067, other_time: 1.0641555786
epoch time: 6.2157044411s, input_fired_time: 0.0863136649, output_fired_time: 0.0000000000, propagate_forward_time: 5.7826118469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467788696
validation[          , genome  6497] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       877.31885, best error:       841.95276 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 44.3356857300s, input_fired_time: 0.4997157753, output_fired_time: 0.3710140586, propagate_forward_time: 16.0473060608, propagate_backward_time: 26.1798706055, weight_update_time: 0.0661616251, other_time: 1.2377815247
epoch time: 6.2150540352s, input_fired_time: 0.0858635828, output_fired_time: 0.0000000000, propagate_forward_time: 5.7501959801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789944649
validation[          , genome  6497] predictions:    9683/  10000 (96.83%), best:    9750/10000 (97.50%), error:      1116.19067, best error:       841.95276 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.7674102783s, input_fired_time: 0.6007162929, output_fired_time: 0.4693318307, propagate_forward_time: 20.1168403625, propagate_backward_time: 29.3084049225, weight_update_time: 0.0910094082, other_time: 1.2721157074
epoch time: 3.2333555222s, input_fired_time: 0.0540626645, output_fired_time: 0.0000000000, propagate_forward_time: 2.9957580566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1835348606
validation[          , genome  6497] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:      1014.24139, best error:       841.95276 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 43.6281890869s, input_fired_time: 0.5287213326, output_fired_time: 0.4292488992, propagate_forward_time: 15.7478532791, propagate_backward_time: 25.7988281250, weight_update_time: 0.0584692433, other_time: 1.1235389709
epoch time: 3.4593322277s, input_fired_time: 0.0548767522, output_fired_time: 0.0000000000, propagate_forward_time: 3.2186119556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1858434677
validation[          , genome  6497] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       940.09326, best error:       841.95276 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.3205909729s, input_fired_time: 0.4681313634, output_fired_time: 0.3665845096, propagate_forward_time: 14.6125535965, propagate_backward_time: 23.8019809723, weight_update_time: 0.0592169836, other_time: 1.0713405609
epoch time: 3.1701862812s, input_fired_time: 0.0543253422, output_fired_time: 0.0000000000, propagate_forward_time: 2.9326353073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1832256317
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9750/10000 (97.50%), error:      1095.23938, best error:       841.95276 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.7948760986s, input_fired_time: 0.4618285298, output_fired_time: 0.3602742553, propagate_forward_time: 14.3920507431, propagate_backward_time: 23.5244407654, weight_update_time: 0.0584059469, other_time: 1.0562782288
epoch time: 3.1073768139s, input_fired_time: 0.0548760928, output_fired_time: 0.0000000000, propagate_forward_time: 2.8692975044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1832032204
validation[          , genome  6497] predictions:    9739/  10000 (97.39%), best:    9750/10000 (97.50%), error:       919.23962, best error:       841.95276 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 39.7311058044s, input_fired_time: 0.4620261192, output_fired_time: 0.3602386415, propagate_forward_time: 14.4019384384, propagate_backward_time: 23.4490451813, weight_update_time: 0.0585317649, other_time: 1.0578594208
epoch time: 3.3024168015s, input_fired_time: 0.0562973581, output_fired_time: 0.0000000000, propagate_forward_time: 3.0593028069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1868166924
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       937.53986, best error:       841.95276 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 41.0720443726s, input_fired_time: 0.9684955478, output_fired_time: 0.4023965299, propagate_forward_time: 14.7587919235, propagate_backward_time: 23.8502006531, weight_update_time: 0.0593900830, other_time: 1.0921592712
epoch time: 3.3396997452s, input_fired_time: 0.0866085216, output_fired_time: 0.0000000000, propagate_forward_time: 3.0692522526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1838390827
validation[          , genome  6497] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       880.30774, best error:       841.95276 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 43.8545188904s, input_fired_time: 0.4692637622, output_fired_time: 0.3634019792, propagate_forward_time: 14.5544710159, propagate_backward_time: 27.3747940063, weight_update_time: 0.0587325469, other_time: 1.0925865173
epoch time: 3.1678016186s, input_fired_time: 0.0548718013, output_fired_time: 0.0000000000, propagate_forward_time: 2.9281303883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1847994328
validation[          , genome  6497] predictions:    9679/  10000 (96.79%), best:    9750/10000 (97.50%), error:      1046.86194, best error:       841.95276 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 44.2753829956s, input_fired_time: 0.4672488570, output_fired_time: 0.3709403276, propagate_forward_time: 18.1556320190, propagate_backward_time: 24.2130107880, weight_update_time: 0.0589938872, other_time: 1.0685520172
epoch time: 3.4392144680s, input_fired_time: 0.0547392182, output_fired_time: 0.0000000000, propagate_forward_time: 3.1680264473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2164487839
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       906.22284, best error:       841.95276 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 40.5044784546s, input_fired_time: 0.4744752049, output_fired_time: 0.3636750877, propagate_forward_time: 14.5874767303, propagate_backward_time: 24.0009651184, weight_update_time: 0.0587712452, other_time: 1.0778865814
epoch time: 3.2078323364s, input_fired_time: 0.0551447235, output_fired_time: 0.0000000000, propagate_forward_time: 2.9690468311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1836407185
validation[          , genome  6497] predictions:    9686/  10000 (96.86%), best:    9750/10000 (97.50%), error:      1014.13940, best error:       841.95276 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.8313369751s, input_fired_time: 0.5282203555, output_fired_time: 0.4564943314, propagate_forward_time: 17.9914493561, propagate_backward_time: 39.4753570557, weight_update_time: 0.0585224703, other_time: 1.3798141479
epoch time: 3.1099243164s, input_fired_time: 0.0546939783, output_fired_time: 0.0000000000, propagate_forward_time: 2.8722157478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1830146313
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       931.92908, best error:       841.95276 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 39.8796882629s, input_fired_time: 0.4661615193, output_fired_time: 0.3615579307, propagate_forward_time: 14.4418058395, propagate_backward_time: 23.5519428253, weight_update_time: 0.0583506227, other_time: 1.0582218170
epoch time: 3.4671056271s, input_fired_time: 0.0549520068, output_fired_time: 0.0000000000, propagate_forward_time: 3.1964931488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2156605721
validation[          , genome  6497] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       897.64185, best error:       841.95276 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.4792938232s, input_fired_time: 0.4685986042, output_fired_time: 0.4209591150, propagate_forward_time: 18.6637306213, propagate_backward_time: 38.8503074646, weight_update_time: 0.0663139895, other_time: 1.0756988525
epoch time: 3.2126836777s, input_fired_time: 0.0550402924, output_fired_time: 0.0000000000, propagate_forward_time: 2.9742109776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1834323406
validation[          , genome  6497] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       953.28033, best error:       841.95276 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.0568656921s, input_fired_time: 0.4653031826, output_fired_time: 0.3925296962, propagate_forward_time: 14.4693584442, propagate_backward_time: 23.6649684906, weight_update_time: 0.0585745499, other_time: 1.0647087097
epoch time: 3.4255082607s, input_fired_time: 0.0551022999, output_fired_time: 0.0000000000, propagate_forward_time: 3.1553933620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2150125504
validation[          , genome  6497] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       967.58173, best error:       841.95276 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 42.0395851135s, input_fired_time: 0.5372262001, output_fired_time: 0.3921927512, propagate_forward_time: 15.2001972198, propagate_backward_time: 24.8237190247, weight_update_time: 0.0584988892, other_time: 1.0862483978
epoch time: 5.3845319748s, input_fired_time: 0.1191200241, output_fired_time: 0.0000000000, propagate_forward_time: 4.9837269783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816848755
validation[          , genome  6497] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       920.16949, best error:       841.95276 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 46.7374725342s, input_fired_time: 0.5319656730, output_fired_time: 0.3772420287, propagate_forward_time: 16.9914283752, propagate_backward_time: 27.5970687866, weight_update_time: 0.0588105731, other_time: 1.2397651672
epoch time: 3.2137746811s, input_fired_time: 0.0569499806, output_fired_time: 0.0000000000, propagate_forward_time: 2.9383976460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2184269428
validation[          , genome  6497] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       946.34009, best error:       841.95276 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 40.1204643250s, input_fired_time: 0.4778943956, output_fired_time: 0.3614878356, propagate_forward_time: 14.5786495209, propagate_backward_time: 23.6344318390, weight_update_time: 0.0588969775, other_time: 1.0680007935
epoch time: 3.4057834148s, input_fired_time: 0.0551667213, output_fired_time: 0.0000000000, propagate_forward_time: 3.1633539200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1872627735
validation[          , genome  6497] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       896.41876, best error:       841.95276 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.2075538635s, input_fired_time: 0.4745920002, output_fired_time: 0.3665752411, propagate_forward_time: 14.8215723038, propagate_backward_time: 24.4642753601, weight_update_time: 0.0595967621, other_time: 1.0805397034
epoch time: 3.1113762856s, input_fired_time: 0.0552379750, output_fired_time: 0.0000000000, propagate_forward_time: 2.8702118397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1859264374
validation[          , genome  6497] predictions:    9671/  10000 (96.71%), best:    9750/10000 (97.50%), error:      1094.00623, best error:       841.95276 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 41.1531219482s, input_fired_time: 0.4685552716, output_fired_time: 0.3643468320, propagate_forward_time: 14.8865165710, propagate_backward_time: 24.3231487274, weight_update_time: 0.0587104931, other_time: 1.1105556488
epoch time: 3.3096420765s, input_fired_time: 0.0800106525, output_fired_time: 0.0000000000, propagate_forward_time: 3.0077486038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2218828201
validation[          , genome  6497] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       839.67468, best error:       839.67468 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 40.3743896484s, input_fired_time: 0.4816825390, output_fired_time: 0.3630000055, propagate_forward_time: 14.6115550995, propagate_backward_time: 23.8403110504, weight_update_time: 0.0590184443, other_time: 1.0778427124
epoch time: 3.1648747921s, input_fired_time: 0.0565083064, output_fired_time: 0.0000000000, propagate_forward_time: 2.9176509380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1907155514
validation[          , genome  6497] predictions:    9715/  10000 (97.15%), best:    9758/10000 (97.58%), error:       997.90002, best error:       839.67468 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.6351814270s, input_fired_time: 0.4714261889, output_fired_time: 0.3701657355, propagate_forward_time: 14.7370967865, propagate_backward_time: 23.9761161804, weight_update_time: 0.0592364594, other_time: 1.0803737640
epoch time: 3.2175920010s, input_fired_time: 0.0556226745, output_fired_time: 0.0000000000, propagate_forward_time: 2.9765884876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1853809357
validation[          , genome  6497] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       906.59869, best error:       839.67468 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 41.1922416687s, input_fired_time: 0.4786343575, output_fired_time: 0.3967926204, propagate_forward_time: 15.0130586624, propagate_backward_time: 24.1930694580, weight_update_time: 0.0909884423, other_time: 1.1106872559
epoch time: 3.6672837734s, input_fired_time: 0.0879960209, output_fired_time: 0.0000000000, propagate_forward_time: 3.3630266190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2162611485
validation[          , genome  6497] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       943.37854, best error:       839.67468 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 40.4631042480s, input_fired_time: 0.4675410092, output_fired_time: 0.3695014119, propagate_forward_time: 14.6335601807, propagate_backward_time: 23.9278068542, weight_update_time: 0.0591652766, other_time: 1.0646934509
epoch time: 6.6595287323s, input_fired_time: 0.0562750027, output_fired_time: 0.0000000000, propagate_forward_time: 2.9041798115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6990740299
validation[          , genome  6497] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       863.64246, best error:       839.67468 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 43.2306175232s, input_fired_time: 0.4739411473, output_fired_time: 0.3657624722, propagate_forward_time: 17.4971446991, propagate_backward_time: 23.8195514679, weight_update_time: 0.0592055731, other_time: 1.0742187500
epoch time: 3.1772131920s, input_fired_time: 0.0559386164, output_fired_time: 0.0000000000, propagate_forward_time: 2.9378507137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1834237576
validation[          , genome  6497] predictions:    9685/  10000 (96.85%), best:    9758/10000 (97.58%), error:      1006.77570, best error:       839.67468 on epoch:    95, 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: 17.3908004761s, input_fired_time: 0.2809246480, output_fired_time: 0.0000000000, propagate_forward_time: 16.0787258148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0311508179
best training[          , genome  6497] predictions:   49565/  50000 (99.13%), best:    9758/10000 (97.58%), error:      1727.84021, best error:       839.67468 on epoch:    95, 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: 3.3824200630s, input_fired_time: 0.0553884842, output_fired_time: 0.0000000000, propagate_forward_time: 3.1310453415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1959862709
   testing[          , genome  6497] predictions:    9773/  10000 (97.73%), best:    9758/10000 (97.58%), error:       785.46259, best error:       839.67468 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:53:08 (87184): called boinc_finish(0)

</stderr_txt>
]]>