Nameexact_genome_1512568488_44_6205_0
Workunit2602373
Created7 Dec 2017, 18:37:06 UTC
Sent7 Dec 2017, 18:45:16 UTC
Report deadline15 Dec 2017, 21:34:13 UTC
Received9 Dec 2017, 6:31:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time4 hours 31 min 50 sec
CPU time4 hours 27 min 46 sec
Validate stateValid
Credit2,029.33
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.24 MB
Peak swap size158.02 MB
Peak disk usage1.78 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0000 (96.78%), best:    9678/10000 (96.78%), error:      1047.04468, best error:      1047.04468 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.1855773926s, input_fired_time: 1.4442054033, output_fired_time: 1.4802861214, propagate_forward_time: 55.2334671021, propagate_backward_time: 86.9084091187, weight_update_time: 0.1772960722, other_time: 3.1192169189
epoch time: 10.1175508499s, input_fired_time: 0.1762442142, output_fired_time: 0.0000000000, propagate_forward_time: 9.3408832550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004238129
validation[          , genome  6205] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1028.04529, best error:      1028.04529 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 145.7463073730s, input_fired_time: 1.4125145674, output_fired_time: 1.4564414024, propagate_forward_time: 54.0835151672, propagate_backward_time: 85.6821136475, weight_update_time: 0.1765287966, other_time: 3.1117248535
epoch time: 11.6651144028s, input_fired_time: 0.1793082505, output_fired_time: 0.0000000000, propagate_forward_time: 10.9195871353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662193298
validation[          , genome  6205] predictions:    9661/  10000 (96.61%), best:    9690/10000 (96.90%), error:      1135.63074, best error:      1028.04529 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.6537170410s, input_fired_time: 1.4261951447, output_fired_time: 1.4539972544, propagate_forward_time: 53.4598274231, propagate_backward_time: 85.1838531494, weight_update_time: 0.1736316681, other_time: 3.1298522949
epoch time: 11.4896469116s, input_fired_time: 0.1729248464, output_fired_time: 0.0000000000, propagate_forward_time: 10.7803268433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363950729
validation[          , genome  6205] predictions:    9628/  10000 (96.28%), best:    9690/10000 (96.90%), error:      1201.19446, best error:      1028.04529 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 147.9667816162s, input_fired_time: 1.4397350550, output_fired_time: 1.4738650322, propagate_forward_time: 55.1650009155, propagate_backward_time: 86.7758636475, weight_update_time: 0.1771577597, other_time: 3.1123275757
epoch time: 11.8331089020s, input_fired_time: 0.1798144430, output_fired_time: 0.0000000000, propagate_forward_time: 11.0944557190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588388443
validation[          , genome  6205] predictions:    9647/  10000 (96.47%), best:    9690/10000 (96.90%), error:      1101.52014, best error:      1028.04529 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.5928039551s, input_fired_time: 1.4445908070, output_fired_time: 1.4666881561, propagate_forward_time: 54.4709281921, propagate_backward_time: 86.0465469360, weight_update_time: 0.1818901598, other_time: 3.1640396118
epoch time: 11.9368276596s, input_fired_time: 0.1863487810, output_fired_time: 0.0000000000, propagate_forward_time: 11.1813325882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691461563
validation[          , genome  6205] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1016.27832, best error:      1016.27832 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 148.1461944580s, input_fired_time: 1.4433562756, output_fired_time: 1.4723764658, propagate_forward_time: 55.2452850342, propagate_backward_time: 86.8427734375, weight_update_time: 0.1807471216, other_time: 3.1423950195
epoch time: 11.7883577347s, input_fired_time: 0.1796568781, output_fired_time: 0.0000000000, propagate_forward_time: 11.0527620316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559387207
validation[          , genome  6205] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1053.33716, best error:      1016.27832 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 145.0963287354s, input_fired_time: 1.4300918579, output_fired_time: 1.4535739422, propagate_forward_time: 53.7466583252, propagate_backward_time: 85.3129653931, weight_update_time: 0.1749371141, other_time: 3.1530380249
epoch time: 11.0492696762s, input_fired_time: 0.1726102233, output_fired_time: 0.0000000000, propagate_forward_time: 10.3394012451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372581482
validation[          , genome  6205] predictions:    9660/  10000 (96.60%), best:    9693/10000 (96.93%), error:      1101.82275, best error:      1016.27832 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.6077575684s, input_fired_time: 1.4346832037, output_fired_time: 1.4664849043, propagate_forward_time: 54.5483322144, propagate_backward_time: 86.0434265137, weight_update_time: 0.1747417301, other_time: 3.1148300171
epoch time: 11.6453590393s, input_fired_time: 0.1785749644, output_fired_time: 0.0000000000, propagate_forward_time: 10.9189977646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477867126
validation[          , genome  6205] predictions:    9655/  10000 (96.55%), best:    9693/10000 (96.93%), error:      1160.64783, best error:      1016.27832 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.3712615967s, input_fired_time: 1.4338121414, output_fired_time: 1.4546412230, propagate_forward_time: 53.8715744019, propagate_backward_time: 85.4471282959, weight_update_time: 0.1764546484, other_time: 3.1641159058
epoch time: 11.8017206192s, input_fired_time: 0.1800076962, output_fired_time: 0.0000000000, propagate_forward_time: 11.0591430664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5625696182
validation[          , genome  6205] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       935.68811, best error:       935.68811 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.4166107178s, input_fired_time: 1.4396628141, output_fired_time: 1.4684450626, propagate_forward_time: 54.5944557190, propagate_backward_time: 85.7787780762, weight_update_time: 0.1757371277, other_time: 3.1352691650
epoch time: 11.8278970718s, input_fired_time: 0.1808302999, output_fired_time: 0.0000000000, propagate_forward_time: 11.0855932236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614738464
validation[          , genome  6205] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:       998.67340, best error:       935.68811 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.5074005127s, input_fired_time: 1.4339195490, output_fired_time: 1.4647566080, propagate_forward_time: 54.3730278015, propagate_backward_time: 86.1119003296, weight_update_time: 0.1758514047, other_time: 3.1238021851
epoch time: 11.8733634949s, input_fired_time: 0.1796872616, output_fired_time: 0.0000000000, propagate_forward_time: 11.1482667923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454092026
validation[          , genome  6205] predictions:    9639/  10000 (96.39%), best:    9723/10000 (97.23%), error:      1192.63391, best error:       935.68811 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.9769744873s, input_fired_time: 1.4407720566, output_fired_time: 1.4708950520, propagate_forward_time: 54.7290077209, propagate_backward_time: 86.2298889160, weight_update_time: 0.1760164648, other_time: 3.1064147949
epoch time: 11.3985748291s, input_fired_time: 0.1770539284, output_fired_time: 0.0000000000, propagate_forward_time: 10.6738071442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477142334
validation[          , genome  6205] predictions:    9705/  10000 (97.05%), best:    9723/10000 (97.23%), error:       984.32538, best error:       935.68811 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 147.0372924805s, input_fired_time: 1.4410501719, output_fired_time: 1.4623702765, propagate_forward_time: 54.7941627502, propagate_backward_time: 86.1911773682, weight_update_time: 0.1777204722, other_time: 3.1485290527
epoch time: 11.7594423294s, input_fired_time: 0.1801781654, output_fired_time: 0.0000000000, propagate_forward_time: 11.0328340530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464296341
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9723/10000 (97.23%), error:       994.85822, best error:       935.68811 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.1589965820s, input_fired_time: 1.4530397654, output_fired_time: 1.4713984728, propagate_forward_time: 54.1136817932, propagate_backward_time: 85.9245834351, weight_update_time: 0.1754884273, other_time: 3.1962966919
epoch time: 12.0118284225s, input_fired_time: 0.1858684719, output_fired_time: 0.0000000000, propagate_forward_time: 11.2516632080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742969513
validation[          , genome  6205] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       873.38324, best error:       873.38324 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 147.9456024170s, input_fired_time: 1.4530160427, output_fired_time: 1.4783891439, propagate_forward_time: 55.1005172729, propagate_backward_time: 86.7817535400, weight_update_time: 0.1789600551, other_time: 3.1319198608
epoch time: 11.7090644836s, input_fired_time: 0.1786396652, output_fired_time: 0.0000000000, propagate_forward_time: 10.9819259644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484991074
validation[          , genome  6205] predictions:    9625/  10000 (96.25%), best:    9720/10000 (97.20%), error:      1069.78210, best error:       873.38324 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 146.2776336670s, input_fired_time: 1.4278031588, output_fired_time: 1.4675908089, propagate_forward_time: 54.3913269043, propagate_backward_time: 85.9255371094, weight_update_time: 0.1750403345, other_time: 3.0653686523
epoch time: 11.1881246567s, input_fired_time: 0.1774948388, output_fired_time: 0.0000000000, propagate_forward_time: 10.4595232010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511064529
validation[          , genome  6205] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       932.65466, best error:       873.38324 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 147.4392852783s, input_fired_time: 1.4589573145, output_fired_time: 1.4723083973, propagate_forward_time: 55.0146713257, propagate_backward_time: 86.3634262085, weight_update_time: 0.1772605330, other_time: 3.1299285889
epoch time: 12.0136928558s, input_fired_time: 0.1823558360, output_fired_time: 0.0000000000, propagate_forward_time: 11.2695264816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618104935
validation[          , genome  6205] predictions:    9724/  10000 (97.24%), best:    9720/10000 (97.20%), error:       937.77515, best error:       873.38324 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 148.1030426025s, input_fired_time: 1.4436091185, output_fired_time: 1.4714614153, propagate_forward_time: 55.2579498291, propagate_backward_time: 86.8326950073, weight_update_time: 0.1761958599, other_time: 3.0973281860
epoch time: 11.9757356644s, input_fired_time: 0.1820911616, output_fired_time: 0.0000000000, propagate_forward_time: 11.2494287491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442161560
validation[          , genome  6205] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:       987.29712, best error:       873.38324 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 147.3164672852s, input_fired_time: 1.4389585257, output_fired_time: 1.4712606668, propagate_forward_time: 54.8604087830, propagate_backward_time: 86.4644165039, weight_update_time: 0.1735861897, other_time: 3.0814056396
epoch time: 11.6902360916s, input_fired_time: 0.1826196313, output_fired_time: 0.0000000000, propagate_forward_time: 10.9383010864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693149567
validation[          , genome  6205] predictions:    9704/  10000 (97.04%), best:    9720/10000 (97.20%), error:       971.14050, best error:       873.38324 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.7305908203s, input_fired_time: 1.4367952347, output_fired_time: 1.4720723629, propagate_forward_time: 55.1599349976, propagate_backward_time: 86.6083450317, weight_update_time: 0.1725984663, other_time: 3.0534362793
epoch time: 11.3073282242s, input_fired_time: 0.1811530143, output_fired_time: 0.0000000000, propagate_forward_time: 10.5681447983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580301285
validation[          , genome  6205] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       836.00330, best error:       836.00330 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 147.2296752930s, input_fired_time: 1.4422885180, output_fired_time: 1.4725756645, propagate_forward_time: 54.8312644958, propagate_backward_time: 86.4002532959, weight_update_time: 0.1762966961, other_time: 3.0832824707
epoch time: 11.4815235138s, input_fired_time: 0.1779027879, output_fired_time: 0.0000000000, propagate_forward_time: 10.7568454742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467748642
validation[          , genome  6205] predictions:    9703/  10000 (97.03%), best:    9727/10000 (97.27%), error:       954.39618, best error:       836.00330 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 148.8301239014s, input_fired_time: 1.4750825167, output_fired_time: 1.4878007174, propagate_forward_time: 55.5585556030, propagate_backward_time: 87.1152801514, weight_update_time: 0.1811577678, other_time: 3.1933975220
epoch time: 11.8039140701s, input_fired_time: 0.1821353436, output_fired_time: 0.0000000000, propagate_forward_time: 11.0780191422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437593460
validation[          , genome  6205] predictions:    9667/  10000 (96.67%), best:    9727/10000 (97.27%), error:      1025.68591, best error:       836.00330 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.0247192383s, input_fired_time: 1.4391781092, output_fired_time: 1.4711214304, propagate_forward_time: 54.1203460693, propagate_backward_time: 85.8865509033, weight_update_time: 0.1743096411, other_time: 3.1075286865
epoch time: 11.6092777252s, input_fired_time: 0.1812132448, output_fired_time: 0.0000000000, propagate_forward_time: 10.8620777130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659866333
validation[          , genome  6205] predictions:    9733/  10000 (97.33%), best:    9727/10000 (97.27%), error:       932.33582, best error:       836.00330 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.1847229004s, input_fired_time: 1.4445416927, output_fired_time: 1.4586721659, propagate_forward_time: 54.4139556885, propagate_backward_time: 85.7586059570, weight_update_time: 0.1745538861, other_time: 3.1089477539
epoch time: 11.8110485077s, input_fired_time: 0.1835037768, output_fired_time: 0.0000000000, propagate_forward_time: 11.0783405304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492038727
validation[          , genome  6205] predictions:    9736/  10000 (97.36%), best:    9727/10000 (97.27%), error:       889.06641, best error:       836.00330 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 147.3744354248s, input_fired_time: 1.4638235569, output_fired_time: 1.4739745855, propagate_forward_time: 54.8921585083, propagate_backward_time: 86.4262313843, weight_update_time: 0.1751502305, other_time: 3.1182556152
epoch time: 11.9577064514s, input_fired_time: 0.1852177083, output_fired_time: 0.0000000000, propagate_forward_time: 11.2210569382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514316559
validation[          , genome  6205] predictions:    9689/  10000 (96.89%), best:    9727/10000 (97.27%), error:      1000.39886, best error:       836.00330 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 144.5003967285s, input_fired_time: 1.4306801558, output_fired_time: 1.4547502995, propagate_forward_time: 53.2938804626, propagate_backward_time: 85.1549072266, weight_update_time: 0.1752260178, other_time: 3.1661682129
epoch time: 11.7278404236s, input_fired_time: 0.1804125011, output_fired_time: 0.0000000000, propagate_forward_time: 10.9965066910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509214401
validation[          , genome  6205] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:       994.28088, best error:       836.00330 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 146.7801055908s, input_fired_time: 1.4469584227, output_fired_time: 1.4732222557, propagate_forward_time: 54.5463294983, propagate_backward_time: 86.1800994873, weight_update_time: 0.1752899587, other_time: 3.1334991455
epoch time: 11.2504491806s, input_fired_time: 0.1778634787, output_fired_time: 0.0000000000, propagate_forward_time: 10.5246019363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479841232
validation[          , genome  6205] predictions:    9726/  10000 (97.26%), best:    9727/10000 (97.27%), error:       883.24866, best error:       836.00330 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.6596984863s, input_fired_time: 1.4525467157, output_fired_time: 1.4845329523, propagate_forward_time: 55.6203536987, propagate_backward_time: 87.0301666260, weight_update_time: 0.1775000393, other_time: 3.0721054077
epoch time: 11.7103891373s, input_fired_time: 0.1885669976, output_fired_time: 0.0000000000, propagate_forward_time: 10.9405784607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812435150
validation[          , genome  6205] predictions:    9719/  10000 (97.19%), best:    9727/10000 (97.27%), error:       904.85638, best error:       836.00330 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.8354339600s, input_fired_time: 1.4453278780, output_fired_time: 1.4775044918, propagate_forward_time: 55.1227416992, propagate_backward_time: 86.7338180542, weight_update_time: 0.1746967286, other_time: 3.0560379028
epoch time: 11.7085733414s, input_fired_time: 0.1823804080, output_fired_time: 0.0000000000, propagate_forward_time: 10.9661064148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600862503
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:      1017.19330, best error:       836.00330 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 142.9865875244s, input_fired_time: 1.4308607578, output_fired_time: 1.4555215836, propagate_forward_time: 52.5118865967, propagate_backward_time: 84.4061279297, weight_update_time: 0.1721070409, other_time: 3.1821899414
epoch time: 11.9139890671s, input_fired_time: 0.1853043437, output_fired_time: 0.0000000000, propagate_forward_time: 11.1695947647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590896606
validation[          , genome  6205] predictions:    9712/  10000 (97.12%), best:    9727/10000 (97.27%), error:       934.01343, best error:       836.00330 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 148.1683654785s, input_fired_time: 1.4529898167, output_fired_time: 1.4803949594, propagate_forward_time: 55.3983421326, propagate_backward_time: 86.7643737793, weight_update_time: 0.1749903709, other_time: 3.0722656250
epoch time: 11.9060115814s, input_fired_time: 0.1811900586, output_fired_time: 0.0000000000, propagate_forward_time: 11.1827507019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420703888
validation[          , genome  6205] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:       954.52814, best error:       836.00330 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.7440032959s, input_fired_time: 1.4608831406, output_fired_time: 1.4887411594, propagate_forward_time: 55.4406509399, propagate_backward_time: 87.2436370850, weight_update_time: 0.1769827455, other_time: 3.1100997925
epoch time: 11.5543031693s, input_fired_time: 0.1781710833, output_fired_time: 0.0000000000, propagate_forward_time: 10.8264427185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496892929
validation[          , genome  6205] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:       929.03735, best error:       836.00330 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 148.5265655518s, input_fired_time: 1.4725273848, output_fired_time: 1.4779160023, propagate_forward_time: 55.3791427612, propagate_backward_time: 87.0773391724, weight_update_time: 0.1745855361, other_time: 3.1196289063
epoch time: 11.5095539093s, input_fired_time: 0.1842054725, output_fired_time: 0.0000000000, propagate_forward_time: 10.7535858154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717630386
validation[          , genome  6205] predictions:    9710/  10000 (97.10%), best:    9727/10000 (97.27%), error:       940.15027, best error:       836.00330 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 145.4725189209s, input_fired_time: 1.4551374912, output_fired_time: 1.4744511843, propagate_forward_time: 53.8850479126, propagate_backward_time: 85.4619369507, weight_update_time: 0.1771242172, other_time: 3.1959381104
epoch time: 12.1645965576s, input_fired_time: 0.1871923208, output_fired_time: 0.0000000000, propagate_forward_time: 11.4119005203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655040741
validation[          , genome  6205] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       986.48364, best error:       836.00330 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 147.4056243896s, input_fired_time: 1.4412833452, output_fired_time: 1.4702448845, propagate_forward_time: 54.9086341858, propagate_backward_time: 86.5188598633, weight_update_time: 0.1743574440, other_time: 3.0666046143
epoch time: 11.4960441589s, input_fired_time: 0.1805656403, output_fired_time: 0.0000000000, propagate_forward_time: 10.7590703964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564079285
validation[          , genome  6205] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       886.71429, best error:       836.00330 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 148.3669586182s, input_fired_time: 1.4566478729, output_fired_time: 1.4726741314, propagate_forward_time: 55.4693984985, propagate_backward_time: 86.9034805298, weight_update_time: 0.1751131862, other_time: 3.0647583008
epoch time: 11.4345989227s, input_fired_time: 0.1883322448, output_fired_time: 0.0000000000, propagate_forward_time: 10.6530094147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932569504
validation[          , genome  6205] predictions:    9729/  10000 (97.29%), best:    9727/10000 (97.27%), error:       916.81195, best error:       836.00330 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 143.5749053955s, input_fired_time: 1.4356908798, output_fired_time: 1.4336881638, propagate_forward_time: 53.2385520935, propagate_backward_time: 84.3771667480, weight_update_time: 0.1729368120, other_time: 3.0898132324
epoch time: 11.8531894684s, input_fired_time: 0.1828896999, output_fired_time: 0.0000000000, propagate_forward_time: 11.1275472641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427522659
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9727/10000 (97.27%), error:       843.40552, best error:       836.00330 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.8157958984s, input_fired_time: 1.4467900991, output_fired_time: 1.4601861238, propagate_forward_time: 53.4216995239, propagate_backward_time: 85.3598937988, weight_update_time: 0.1741355211, other_time: 3.1272201538
epoch time: 11.8594026566s, input_fired_time: 0.1842143238, output_fired_time: 0.0000000000, propagate_forward_time: 11.1194124222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557756424
validation[          , genome  6205] predictions:    9745/  10000 (97.45%), best:    9727/10000 (97.27%), error:       880.74060, best error:       836.00330 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 148.2781219482s, input_fired_time: 1.4679044485, output_fired_time: 1.4719088078, propagate_forward_time: 55.2924346924, propagate_backward_time: 86.9738845825, weight_update_time: 0.1741981059, other_time: 3.0719833374
epoch time: 11.9047870636s, input_fired_time: 0.1817108989, output_fired_time: 0.0000000000, propagate_forward_time: 11.1698865891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531892776
validation[          , genome  6205] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       859.72833, best error:       836.00330 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.9303131104s, input_fired_time: 1.4688932896, output_fired_time: 1.4760531187, propagate_forward_time: 54.5925865173, propagate_backward_time: 86.2051620483, weight_update_time: 0.1756624579, other_time: 3.1876144409
epoch time: 11.9222078323s, input_fired_time: 0.1894780099, output_fired_time: 0.0000000000, propagate_forward_time: 11.1599922180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727376938
validation[          , genome  6205] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       935.42419, best error:       836.00330 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.1081695557s, input_fired_time: 1.4323759079, output_fired_time: 1.4571559429, propagate_forward_time: 53.0598335266, propagate_backward_time: 85.0430374146, weight_update_time: 0.1734280735, other_time: 3.1157760620
epoch time: 11.9989500046s, input_fired_time: 0.1872405410, output_fired_time: 0.0000000000, propagate_forward_time: 11.2435894012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681200027
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       937.37927, best error:       836.00330 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.8250885010s, input_fired_time: 1.4568794966, output_fired_time: 1.4699184895, propagate_forward_time: 54.5818176270, propagate_backward_time: 86.2154159546, weight_update_time: 0.1771649718, other_time: 3.1010513306
epoch time: 11.4048700333s, input_fired_time: 0.1804937720, output_fired_time: 0.0000000000, propagate_forward_time: 10.6619358063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624408722
validation[          , genome  6205] predictions:    9739/  10000 (97.39%), best:    9727/10000 (97.27%), error:       861.05688, best error:       836.00330 on epoch:    34, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 148.0011291504s, input_fired_time: 1.4742331505, output_fired_time: 1.4852578640, propagate_forward_time: 55.2922248840, propagate_backward_time: 86.6370773315, weight_update_time: 0.1765047461, other_time: 3.1123428345
epoch time: 12.2125358582s, input_fired_time: 0.1954115331, output_fired_time: 0.0000000000, propagate_forward_time: 11.4286708832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884532928
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       913.16705, best error:       836.00330 on epoch:    34, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 147.7292785645s, input_fired_time: 1.4722661972, output_fired_time: 1.4790143967, propagate_forward_time: 54.8271865845, propagate_backward_time: 86.8121795654, weight_update_time: 0.1775839478, other_time: 3.1386337280
epoch time: 11.9141530991s, input_fired_time: 0.1862550080, output_fired_time: 0.0000000000, propagate_forward_time: 11.1610069275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668907166
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       906.62170, best error:       836.00330 on epoch:    34, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 146.2772674561s, input_fired_time: 1.4490363598, output_fired_time: 1.4593834877, propagate_forward_time: 54.3637275696, propagate_backward_time: 85.9279251099, weight_update_time: 0.1739829630, other_time: 3.0772018433
epoch time: 12.2251558304s, input_fired_time: 0.1955271065, output_fired_time: 0.0000000000, propagate_forward_time: 11.4505014420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791273117
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       888.75085, best error:       836.00330 on epoch:    34, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.5801849365s, input_fired_time: 1.4502755404, output_fired_time: 1.4736127853, propagate_forward_time: 54.4899940491, propagate_backward_time: 86.0339202881, weight_update_time: 0.1754228324, other_time: 3.1323852539
epoch time: 11.5894289017s, input_fired_time: 0.1818438768, output_fired_time: 0.0000000000, propagate_forward_time: 10.8650999069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424852371
validation[          , genome  6205] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       884.94836, best error:       836.00330 on epoch:    34, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.2647857666s, input_fired_time: 1.4782322645, output_fired_time: 1.4795216322, propagate_forward_time: 55.2998466492, propagate_backward_time: 86.9014511108, weight_update_time: 0.1760111004, other_time: 3.1057357788
epoch time: 11.8974561691s, input_fired_time: 0.1879470944, output_fired_time: 0.0000000000, propagate_forward_time: 11.1525850296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569238663
validation[          , genome  6205] predictions:    9709/  10000 (97.09%), best:    9727/10000 (97.27%), error:       921.09454, best error:       836.00330 on epoch:    34, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.5781707764s, input_fired_time: 1.4713742733, output_fired_time: 1.4847171307, propagate_forward_time: 54.8250198364, propagate_backward_time: 86.6446380615, weight_update_time: 0.1781075597, other_time: 3.1524276733
epoch time: 11.7905311584s, input_fired_time: 0.1842299998, output_fired_time: 0.0000000000, propagate_forward_time: 11.0644598007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418415070
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9727/10000 (97.27%), error:       955.18756, best error:       836.00330 on epoch:    34, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 146.5612945557s, input_fired_time: 1.4742472172, output_fired_time: 1.4707587957, propagate_forward_time: 54.4905395508, propagate_backward_time: 85.9532012939, weight_update_time: 0.1762632728, other_time: 3.1725463867
epoch time: 12.0219955444s, input_fired_time: 0.1885138899, output_fired_time: 0.0000000000, propagate_forward_time: 11.2759199142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575618744
validation[          , genome  6205] predictions:    9731/  10000 (97.31%), best:    9727/10000 (97.27%), error:       886.60748, best error:       836.00330 on epoch:    34, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.6461486816s, input_fired_time: 1.4662754536, output_fired_time: 1.4687856436, propagate_forward_time: 55.0290451050, propagate_backward_time: 86.5704269409, weight_update_time: 0.1760509312, other_time: 3.1116180420
epoch time: 11.3106346130s, input_fired_time: 0.1816675514, output_fired_time: 0.0000000000, propagate_forward_time: 10.5742521286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547151566
validation[          , genome  6205] predictions:    9729/  10000 (97.29%), best:    9727/10000 (97.27%), error:       908.51361, best error:       836.00330 on epoch:    34, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 148.7222290039s, input_fired_time: 1.4535232782, output_fired_time: 1.4786806107, propagate_forward_time: 55.6967010498, propagate_backward_time: 87.0915679932, weight_update_time: 0.1731975079, other_time: 3.0017547607
epoch time: 10.8745489120s, input_fired_time: 0.1788342893, output_fired_time: 0.0000000000, propagate_forward_time: 10.1360759735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596389771
validation[          , genome  6205] predictions:    9660/  10000 (96.60%), best:    9727/10000 (97.27%), error:      1039.84973, best error:       836.00330 on epoch:    34, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 148.5099945068s, input_fired_time: 1.4718042612, output_fired_time: 1.4785430431, propagate_forward_time: 55.4885253906, propagate_backward_time: 86.9996185303, weight_update_time: 0.1746155322, other_time: 3.0715026855
epoch time: 11.9626903534s, input_fired_time: 0.1866075993, output_fired_time: 0.0000000000, propagate_forward_time: 11.2230472565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530357361
validation[          , genome  6205] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       859.66980, best error:       836.00330 on epoch:    34, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 145.9211730957s, input_fired_time: 1.4594417810, output_fired_time: 1.4634282589, propagate_forward_time: 53.9248466492, propagate_backward_time: 85.9199295044, weight_update_time: 0.1738638282, other_time: 3.1535263062
epoch time: 11.8393325806s, input_fired_time: 0.1844723076, output_fired_time: 0.0000000000, propagate_forward_time: 11.1015081406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533523560
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       888.78491, best error:       836.00330 on epoch:    34, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 147.5177764893s, input_fired_time: 1.4645881653, output_fired_time: 1.4748286009, propagate_forward_time: 54.8376579285, propagate_backward_time: 86.6120376587, weight_update_time: 0.1739330292, other_time: 3.1286697388
epoch time: 11.8259792328s, input_fired_time: 0.1902291328, output_fired_time: 0.0000000000, propagate_forward_time: 11.0614995956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742502213
validation[          , genome  6205] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       863.27722, best error:       836.00330 on epoch:    34, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 145.3052215576s, input_fired_time: 1.4541896582, output_fired_time: 1.4640184641, propagate_forward_time: 53.6225547791, propagate_backward_time: 85.5621109009, weight_update_time: 0.1740021408, other_time: 3.2023391724
epoch time: 11.8015480042s, input_fired_time: 0.1853225678, output_fired_time: 0.0000000000, propagate_forward_time: 11.0731687546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430564880
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9727/10000 (97.27%), error:       920.36536, best error:       836.00330 on epoch:    34, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 149.1883544922s, input_fired_time: 1.4747341871, output_fired_time: 1.4845454693, propagate_forward_time: 55.7831459045, propagate_backward_time: 87.3787994385, weight_update_time: 0.1789998561, other_time: 3.0671386719
epoch time: 11.8808269501s, input_fired_time: 0.1851079017, output_fired_time: 0.0000000000, propagate_forward_time: 11.1474285126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482902527
validation[          , genome  6205] predictions:    9733/  10000 (97.33%), best:    9727/10000 (97.27%), error:       855.04193, best error:       836.00330 on epoch:    34, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 148.4132995605s, input_fired_time: 1.4644863605, output_fired_time: 1.4793711901, propagate_forward_time: 55.5116996765, propagate_backward_time: 86.8959579468, weight_update_time: 0.1750348806, other_time: 3.0617752075
epoch time: 11.6679210663s, input_fired_time: 0.1848593205, output_fired_time: 0.0000000000, propagate_forward_time: 10.9238128662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592489243
validation[          , genome  6205] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       904.15979, best error:       836.00330 on epoch:    34, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 147.4628601074s, input_fired_time: 1.4535742998, output_fired_time: 1.4655733109, propagate_forward_time: 55.0202980042, propagate_backward_time: 86.4664993286, weight_update_time: 0.1738473177, other_time: 3.0569229126
epoch time: 11.7586288452s, input_fired_time: 0.1850026250, output_fired_time: 0.0000000000, propagate_forward_time: 11.0224571228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511693954
validation[          , genome  6205] predictions:    9699/  10000 (96.99%), best:    9727/10000 (97.27%), error:       945.32001, best error:       836.00330 on epoch:    34, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.9488372803s, input_fired_time: 1.4453049898, output_fired_time: 1.4654316902, propagate_forward_time: 54.7877006531, propagate_backward_time: 86.2080459595, weight_update_time: 0.1727600247, other_time: 3.0423355103
epoch time: 11.8551054001s, input_fired_time: 0.1841590106, output_fired_time: 0.0000000000, propagate_forward_time: 11.1319599152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389862061
validation[          , genome  6205] predictions:    9672/  10000 (96.72%), best:    9727/10000 (97.27%), error:      1066.60071, best error:       836.00330 on epoch:    34, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 147.2012939453s, input_fired_time: 1.4774280787, output_fired_time: 1.4728699923, propagate_forward_time: 54.7106132507, propagate_backward_time: 86.4128646851, weight_update_time: 0.1773545444, other_time: 3.1275100708
epoch time: 12.2201652527s, input_fired_time: 0.1955012530, output_fired_time: 0.0000000000, propagate_forward_time: 11.4542131424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704507828
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9727/10000 (97.27%), error:       840.72144, best error:       836.00330 on epoch:    34, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 146.9507598877s, input_fired_time: 1.4662898779, output_fired_time: 1.4702606201, propagate_forward_time: 54.5914573669, propagate_backward_time: 86.3005294800, weight_update_time: 0.1748510748, other_time: 3.1222152710
epoch time: 11.7499608994s, input_fired_time: 0.1871311218, output_fired_time: 0.0000000000, propagate_forward_time: 10.9964628220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663671494
validation[          , genome  6205] predictions:    9747/  10000 (97.47%), best:    9727/10000 (97.27%), error:       838.73523, best error:       836.00330 on epoch:    34, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.6265411377s, input_fired_time: 1.4752682447, output_fired_time: 1.4696131945, propagate_forward_time: 53.7393150330, propagate_backward_time: 85.7090301514, weight_update_time: 0.1747836918, other_time: 3.2333068848
epoch time: 12.0628633499s, input_fired_time: 0.1942287982, output_fired_time: 0.0000000000, propagate_forward_time: 11.3002710342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683631897
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       939.20294, best error:       836.00330 on epoch:    34, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 148.3890533447s, input_fired_time: 1.4876728058, output_fired_time: 1.4805055857, propagate_forward_time: 55.3487319946, propagate_backward_time: 86.9290313721, weight_update_time: 0.1757233292, other_time: 3.1431198120
epoch time: 11.7600793839s, input_fired_time: 0.1828789562, output_fired_time: 0.0000000000, propagate_forward_time: 11.0394163132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377845764
validation[          , genome  6205] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       939.71936, best error:       836.00330 on epoch:    34, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 147.0275726318s, input_fired_time: 1.4845086336, output_fired_time: 1.4692164660, propagate_forward_time: 54.7181930542, propagate_backward_time: 86.1935577393, weight_update_time: 0.1748541296, other_time: 3.1620864868
epoch time: 12.1837911606s, input_fired_time: 0.1921644509, output_fired_time: 0.0000000000, propagate_forward_time: 11.4165630341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750637054
validation[          , genome  6205] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       831.83539, best error:       831.83539 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 146.9322662354s, input_fired_time: 1.4633706808, output_fired_time: 1.4719568491, propagate_forward_time: 54.6797180176, propagate_backward_time: 86.2217941284, weight_update_time: 0.1760766804, other_time: 3.0954360962
epoch time: 11.7246732712s, input_fired_time: 0.1868945956, output_fired_time: 0.0000000000, propagate_forward_time: 10.9904460907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473327637
validation[          , genome  6205] predictions:    9744/  10000 (97.44%), best:    9737/10000 (97.37%), error:       855.77179, best error:       831.83539 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.2142486572s, input_fired_time: 1.4727683067, output_fired_time: 1.4812661409, propagate_forward_time: 55.7264709473, propagate_backward_time: 87.4545211792, weight_update_time: 0.1776126325, other_time: 3.0792312622
epoch time: 12.0371274948s, input_fired_time: 0.1957882047, output_fired_time: 0.0000000000, propagate_forward_time: 11.2657518387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755872726
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       816.81384, best error:       816.81384 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.6045684814s, input_fired_time: 1.4758664370, output_fired_time: 1.4762070179, propagate_forward_time: 55.5349311829, propagate_backward_time: 87.0192337036, weight_update_time: 0.1769573689, other_time: 3.0983352661
epoch time: 10.9469537735s, input_fired_time: 0.1862987876, output_fired_time: 0.0000000000, propagate_forward_time: 10.1518039703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088514328
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       830.59863, best error:       816.81384 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 147.3184661865s, input_fired_time: 1.4603972435, output_fired_time: 1.4673393965, propagate_forward_time: 54.9384689331, propagate_backward_time: 86.3599395752, weight_update_time: 0.1756160557, other_time: 3.0923080444
epoch time: 12.2054710388s, input_fired_time: 0.1920139939, output_fired_time: 0.0000000000, propagate_forward_time: 11.4505043030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629529953
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       867.53772, best error:       816.81384 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 148.8757019043s, input_fired_time: 1.4861164093, output_fired_time: 1.4822151661, propagate_forward_time: 55.5565299988, propagate_backward_time: 87.2565765381, weight_update_time: 0.1750505716, other_time: 3.0942687988
epoch time: 11.5853500366s, input_fired_time: 0.1858877242, output_fired_time: 0.0000000000, propagate_forward_time: 10.8444614410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550012589
validation[          , genome  6205] predictions:    9752/  10000 (97.52%), best:    9749/10000 (97.49%), error:       832.37427, best error:       816.81384 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 148.2263641357s, input_fired_time: 1.4825078249, output_fired_time: 1.4789173603, propagate_forward_time: 55.2219696045, propagate_backward_time: 86.9129867554, weight_update_time: 0.1739128828, other_time: 3.1299819946
epoch time: 11.7446622849s, input_fired_time: 0.1830159426, output_fired_time: 0.0000000000, propagate_forward_time: 11.0242767334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373697281
validation[          , genome  6205] predictions:    9663/  10000 (96.63%), best:    9749/10000 (97.49%), error:      1146.85266, best error:       816.81384 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 148.8153228760s, input_fired_time: 1.4903187752, output_fired_time: 1.4852821827, propagate_forward_time: 55.5613746643, propagate_backward_time: 87.1735916138, weight_update_time: 0.1776839644, other_time: 3.1047592163
epoch time: 11.8309316635s, input_fired_time: 0.1856872439, output_fired_time: 0.0000000000, propagate_forward_time: 11.1068038940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384407043
validation[          , genome  6205] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       797.51563, best error:       797.51563 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 148.0829772949s, input_fired_time: 1.4684764147, output_fired_time: 1.4710066319, propagate_forward_time: 55.3932685852, propagate_backward_time: 86.7107849121, weight_update_time: 0.1753719896, other_time: 3.0394439697
epoch time: 11.8432998657s, input_fired_time: 0.1861036867, output_fired_time: 0.0000000000, propagate_forward_time: 11.1129951477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442008972
validation[          , genome  6205] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       899.46997, best error:       797.51563 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 148.7288513184s, input_fired_time: 1.4709728956, output_fired_time: 1.4781794548, propagate_forward_time: 55.6939163208, propagate_backward_time: 87.0854568481, weight_update_time: 0.1741226465, other_time: 3.0003204346
epoch time: 11.8767147064s, input_fired_time: 0.1882567406, output_fired_time: 0.0000000000, propagate_forward_time: 11.1351976395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532598495
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       909.90057, best error:       797.51563 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.2520294189s, input_fired_time: 1.4958760738, output_fired_time: 1.4855086803, propagate_forward_time: 55.2393875122, propagate_backward_time: 86.9017639160, weight_update_time: 0.1782437414, other_time: 3.1294937134
epoch time: 11.8911170959s, input_fired_time: 0.1858037561, output_fired_time: 0.0000000000, propagate_forward_time: 11.1676721573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376415253
validation[          , genome  6205] predictions:    9765/  10000 (97.65%), best:    9752/10000 (97.52%), error:       817.49237, best error:       797.51563 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.5639190674s, input_fired_time: 1.4762300253, output_fired_time: 1.4731153250, propagate_forward_time: 54.3848075867, propagate_backward_time: 86.0914077759, weight_update_time: 0.1746993214, other_time: 3.1383590698
epoch time: 11.8996992111s, input_fired_time: 0.1924269348, output_fired_time: 0.0000000000, propagate_forward_time: 11.1459074020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613651276
validation[          , genome  6205] predictions:    9695/  10000 (96.95%), best:    9752/10000 (97.52%), error:       970.26654, best error:       797.51563 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 147.5540924072s, input_fired_time: 1.4600088596, output_fired_time: 1.4737890959, propagate_forward_time: 55.0021171570, propagate_backward_time: 86.5840454102, weight_update_time: 0.1747011691, other_time: 3.0341339111
epoch time: 11.7598590851s, input_fired_time: 0.1872181445, output_fired_time: 0.0000000000, propagate_forward_time: 11.0118913651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607500076
validation[          , genome  6205] predictions:    9605/  10000 (96.05%), best:    9752/10000 (97.52%), error:      1241.56213, best error:       797.51563 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.4746551514s, input_fired_time: 1.4674307108, output_fired_time: 1.4731479883, propagate_forward_time: 54.8577537537, propagate_backward_time: 86.6168136597, weight_update_time: 0.1721418947, other_time: 3.0595016479
epoch time: 12.0510177612s, input_fired_time: 0.1899162382, output_fired_time: 0.0000000000, propagate_forward_time: 11.2968578339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642433167
validation[          , genome  6205] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       992.84991, best error:       797.51563 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 147.7188262939s, input_fired_time: 1.4732801914, output_fired_time: 1.4760115147, propagate_forward_time: 55.1034927368, propagate_backward_time: 86.5833740234, weight_update_time: 0.1770667583, other_time: 3.0826644897
epoch time: 11.8819007874s, input_fired_time: 0.1842027754, output_fired_time: 0.0000000000, propagate_forward_time: 11.1598157883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378818512
validation[          , genome  6205] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       833.97034, best error:       797.51563 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 148.3422698975s, input_fired_time: 1.4666490555, output_fired_time: 1.4741132259, propagate_forward_time: 55.5312194824, propagate_backward_time: 86.8479461670, weight_update_time: 0.1740324944, other_time: 3.0223541260
epoch time: 11.8023786545s, input_fired_time: 0.1886562556, output_fired_time: 0.0000000000, propagate_forward_time: 11.0642547607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494680405
validation[          , genome  6205] predictions:    9669/  10000 (96.69%), best:    9752/10000 (97.52%), error:      1019.51776, best error:       797.51563 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 145.9386444092s, input_fired_time: 1.4582183361, output_fired_time: 1.4567289352, propagate_forward_time: 54.2791023254, propagate_backward_time: 85.6787643433, weight_update_time: 0.1711916625, other_time: 3.0658340454
epoch time: 12.0980081558s, input_fired_time: 0.1923487782, output_fired_time: 0.0000000000, propagate_forward_time: 11.3485736847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570859909
validation[          , genome  6205] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       833.97711, best error:       797.51563 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 144.9895629883s, input_fired_time: 1.4669564962, output_fired_time: 1.4634528160, propagate_forward_time: 53.5146942139, propagate_backward_time: 85.3619918823, weight_update_time: 0.1770920753, other_time: 3.1824722290
epoch time: 12.1325559616s, input_fired_time: 0.1927995235, output_fired_time: 0.0000000000, propagate_forward_time: 11.3869438171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528125763
validation[          , genome  6205] predictions:    9674/  10000 (96.74%), best:    9752/10000 (97.52%), error:      1015.29694, best error:       797.51563 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 144.5873565674s, input_fired_time: 1.4766356945, output_fired_time: 1.4572161436, propagate_forward_time: 53.4038352966, propagate_backward_time: 85.0522232056, weight_update_time: 0.1727734953, other_time: 3.1974411011
epoch time: 11.7840728760s, input_fired_time: 0.1871892065, output_fired_time: 0.0000000000, propagate_forward_time: 11.0394983292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573854446
validation[          , genome  6205] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       921.92218, best error:       797.51563 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 148.0518493652s, input_fired_time: 1.4967756271, output_fired_time: 1.4702212811, propagate_forward_time: 55.3549003601, propagate_backward_time: 86.6346130371, weight_update_time: 0.1747448891, other_time: 3.0953369141
epoch time: 11.4786005020s, input_fired_time: 0.1934936345, output_fired_time: 0.0000000000, propagate_forward_time: 10.6907262802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943803787
validation[          , genome  6205] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:       981.35962, best error:       797.51563 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 144.5560150146s, input_fired_time: 1.4526655674, output_fired_time: 1.4453967810, propagate_forward_time: 53.5562782288, propagate_backward_time: 85.0238189697, weight_update_time: 0.1722110361, other_time: 3.0778503418
epoch time: 11.9319314957s, input_fired_time: 0.1953436732, output_fired_time: 0.0000000000, propagate_forward_time: 11.1659660339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706214905
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       936.25684, best error:       797.51563 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 147.7170715332s, input_fired_time: 1.4790111780, output_fired_time: 1.4730472565, propagate_forward_time: 55.2167510986, propagate_backward_time: 86.4712066650, weight_update_time: 0.1732622236, other_time: 3.0770568848
epoch time: 11.8333606720s, input_fired_time: 0.1873453707, output_fired_time: 0.0000000000, propagate_forward_time: 11.1068601608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391550064
validation[          , genome  6205] predictions:    9706/  10000 (97.06%), best:    9752/10000 (97.52%), error:       939.87177, best error:       797.51563 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.5782470703s, input_fired_time: 1.4880671501, output_fired_time: 1.4721032381, propagate_forward_time: 54.9944419861, propagate_backward_time: 86.5312271118, weight_update_time: 0.1748997718, other_time: 3.0923995972
epoch time: 12.1058826447s, input_fired_time: 0.1933646649, output_fired_time: 0.0000000000, propagate_forward_time: 11.3410015106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715160370
validation[          , genome  6205] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       896.71130, best error:       797.51563 on epoch:    85, 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: 56.7676391602s, input_fired_time: 0.9917601943, output_fired_time: 0.0000000000, propagate_forward_time: 52.6856040955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0902748108
best training[          , genome  6205] predictions:   49572/  50000 (99.14%), best:    9752/10000 (97.52%), error:      1751.31409, best error:       797.51563 on epoch:    85, 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: 11.9808607101s, input_fired_time: 0.1891593188, output_fired_time: 0.0000000000, propagate_forward_time: 11.2264328003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652685165
   testing[          , genome  6205] predictions:    9763/  10000 (97.63%), best:    9752/10000 (97.52%), error:       761.18768, best error:       797.51563 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:31:14 (4408): called boinc_finish(0)

</stderr_txt>
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