Nameexact_genome_1512568488_41_5330_1
Workunit2597922
Created7 Dec 2017, 14:21:48 UTC
Sent7 Dec 2017, 14:24:11 UTC
Report deadline18 Dec 2017, 7:08:29 UTC
Received9 Dec 2017, 1:07:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time5 hours 8 min 9 sec
CPU time5 hours 8 min 5 sec
Validate stateValid
Credit2,674.36
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.39 MB
Peak swap size154.71 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (95.92%), best:    9652/10000 (96.52%), error:      1352.16797, best error:      1132.40674 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 167.2497711182s, input_fired_time: 2.0028128624, output_fired_time: 1.8560460806, propagate_forward_time: 63.2745475769, propagate_backward_time: 96.9528579712, weight_update_time: 0.1515081525, other_time: 3.1635055542
epoch time: 13.4790496826s, input_fired_time: 0.2455427796, output_fired_time: 0.0000000000, propagate_forward_time: 12.6594629288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740442276
validation[          , genome  5330] predictions:    9571/  10000 (95.71%), best:    9652/10000 (96.52%), error:      1302.36438, best error:      1132.40674 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 167.9381713867s, input_fired_time: 2.0567622185, output_fired_time: 1.8660758734, propagate_forward_time: 63.4688987732, propagate_backward_time: 97.2669448853, weight_update_time: 0.1576378644, other_time: 3.2794876099
epoch time: 13.5395107269s, input_fired_time: 0.2450703233, output_fired_time: 0.0000000000, propagate_forward_time: 12.7208414078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735988617
validation[          , genome  5330] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1122.74561, best error:      1122.74561 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 168.4758453369s, input_fired_time: 2.0038113594, output_fired_time: 1.8704289198, propagate_forward_time: 63.6995239258, propagate_backward_time: 97.7573776245, weight_update_time: 0.1536472440, other_time: 3.1447067261
epoch time: 13.5975198746s, input_fired_time: 0.2468874305, output_fired_time: 0.0000000000, propagate_forward_time: 12.7751674652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754652023
validation[          , genome  5330] predictions:    9447/  10000 (94.47%), best:    9659/10000 (96.59%), error:      1770.72119, best error:      1122.74561 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 168.4801330566s, input_fired_time: 2.0098211765, output_fired_time: 1.8718795776, propagate_forward_time: 63.6736946106, propagate_backward_time: 97.7765655518, weight_update_time: 0.1529596299, other_time: 3.1481628418
epoch time: 13.5483064651s, input_fired_time: 0.2505345047, output_fired_time: 0.0000000000, propagate_forward_time: 12.7061309814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916414261
validation[          , genome  5330] predictions:    9653/  10000 (96.53%), best:    9659/10000 (96.59%), error:      1141.09949, best error:      1122.74561 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 168.9908294678s, input_fired_time: 2.0127983093, output_fired_time: 1.8747065067, propagate_forward_time: 63.9465560913, propagate_backward_time: 98.0130157471, weight_update_time: 0.1551537663, other_time: 3.1437454224
epoch time: 13.7015113831s, input_fired_time: 0.2498134673, output_fired_time: 0.0000000000, propagate_forward_time: 12.8781518936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735464096
validation[          , genome  5330] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1101.35425, best error:      1101.35425 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 169.1893463135s, input_fired_time: 2.0668022633, output_fired_time: 1.8837633133, propagate_forward_time: 63.8964042664, propagate_backward_time: 98.0593109131, weight_update_time: 0.1568996012, other_time: 3.2830657959
epoch time: 13.5442581177s, input_fired_time: 0.2450557947, output_fired_time: 0.0000000000, propagate_forward_time: 12.7255487442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736532211
validation[          , genome  5330] predictions:    9663/  10000 (96.63%), best:    9678/10000 (96.78%), error:      1102.83337, best error:      1101.35425 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 167.7112884521s, input_fired_time: 2.0099618435, output_fired_time: 1.8659460545, propagate_forward_time: 63.4735832214, propagate_backward_time: 97.2144393921, weight_update_time: 0.1543993652, other_time: 3.1473464966
epoch time: 13.4778127670s, input_fired_time: 0.2471664101, output_fired_time: 0.0000000000, propagate_forward_time: 12.6605920792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700540543
validation[          , genome  5330] predictions:    9646/  10000 (96.46%), best:    9678/10000 (96.78%), error:      1127.04541, best error:      1101.35425 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 167.9562530518s, input_fired_time: 2.0250930786, output_fired_time: 1.8719284534, propagate_forward_time: 63.3409156799, propagate_backward_time: 97.5310363770, weight_update_time: 0.1528785378, other_time: 3.1872711182
epoch time: 13.5584058762s, input_fired_time: 0.2484538704, output_fired_time: 0.0000000000, propagate_forward_time: 12.7349710464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749807358
validation[          , genome  5330] predictions:    9650/  10000 (96.50%), best:    9678/10000 (96.78%), error:      1132.10962, best error:      1101.35425 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 167.2900848389s, input_fired_time: 2.0091950893, output_fired_time: 1.8519879580, propagate_forward_time: 63.2722969055, propagate_backward_time: 96.9710617065, weight_update_time: 0.1534221172, other_time: 3.1855392456
epoch time: 13.4310340881s, input_fired_time: 0.2460793108, output_fired_time: 0.0000000000, propagate_forward_time: 12.6115055084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734491348
validation[          , genome  5330] predictions:    9650/  10000 (96.50%), best:    9678/10000 (96.78%), error:      1195.17175, best error:      1101.35425 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 167.9957580566s, input_fired_time: 2.0108630657, output_fired_time: 1.8640098572, propagate_forward_time: 63.5535049438, propagate_backward_time: 97.4198379517, weight_update_time: 0.1536284089, other_time: 3.1475372314
epoch time: 13.5801868439s, input_fired_time: 0.2464444786, output_fired_time: 0.0000000000, propagate_forward_time: 12.7590961456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746459961
validation[          , genome  5330] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1084.65417, best error:      1084.65417 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 168.0776824951s, input_fired_time: 2.0616228580, output_fired_time: 1.8659172058, propagate_forward_time: 63.4885215759, propagate_backward_time: 97.3854217529, weight_update_time: 0.1555352658, other_time: 3.2761840820
epoch time: 13.6066579819s, input_fired_time: 0.2469882965, output_fired_time: 0.0000000000, propagate_forward_time: 12.7806863785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789833069
validation[          , genome  5330] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1068.72449, best error:      1068.72449 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 167.4777526855s, input_fired_time: 2.0629415512, output_fired_time: 1.8628376722, propagate_forward_time: 63.2165679932, propagate_backward_time: 97.0593109131, weight_update_time: 0.1559501737, other_time: 3.2760925293
epoch time: 13.5765848160s, input_fired_time: 0.2515994310, output_fired_time: 0.0000000000, propagate_forward_time: 12.7333002090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916852951
validation[          , genome  5330] predictions:    9638/  10000 (96.38%), best:    9687/10000 (96.87%), error:      1158.21118, best error:      1068.72449 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 168.6318206787s, input_fired_time: 2.0744011402, output_fired_time: 1.8755887747, propagate_forward_time: 63.7637786865, propagate_backward_time: 97.6270294189, weight_update_time: 0.1573908478, other_time: 3.2910156250
epoch time: 13.5766992569s, input_fired_time: 0.2533989847, output_fired_time: 0.0000000000, propagate_forward_time: 12.7324457169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908546448
validation[          , genome  5330] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       988.85028, best error:       988.85028 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 167.7459869385s, input_fired_time: 2.0610523224, output_fired_time: 1.8705275059, propagate_forward_time: 63.2415390015, propagate_backward_time: 97.2959899902, weight_update_time: 0.1564592123, other_time: 3.2768783569
epoch time: 13.6709012985s, input_fired_time: 0.2559008598, output_fired_time: 0.0000000000, propagate_forward_time: 12.8217506409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932502747
validation[          , genome  5330] predictions:    9659/  10000 (96.59%), best:    9694/10000 (96.94%), error:      1104.01343, best error:       988.85028 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 169.0160369873s, input_fired_time: 2.0443105698, output_fired_time: 1.8762226105, propagate_forward_time: 63.8895301819, propagate_backward_time: 97.9897308350, weight_update_time: 0.1552453786, other_time: 3.2162475586
epoch time: 13.6826171875s, input_fired_time: 0.2538231611, output_fired_time: 0.0000000000, propagate_forward_time: 12.8436021805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851917267
validation[          , genome  5330] predictions:    9662/  10000 (96.62%), best:    9694/10000 (96.94%), error:      1124.13855, best error:       988.85028 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 167.8884582520s, input_fired_time: 2.0170195103, output_fired_time: 1.8635642529, propagate_forward_time: 63.5374374390, propagate_backward_time: 97.3205337524, weight_update_time: 0.1536788642, other_time: 3.1499023438
epoch time: 13.5770406723s, input_fired_time: 0.2475653291, output_fired_time: 0.0000000000, propagate_forward_time: 12.7556791306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737962723
validation[          , genome  5330] predictions:    9693/  10000 (96.93%), best:    9694/10000 (96.94%), error:      1017.12708, best error:       988.85028 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 168.0241088867s, input_fired_time: 2.0456802845, output_fired_time: 1.8696143627, propagate_forward_time: 63.4465904236, propagate_backward_time: 97.4461898804, weight_update_time: 0.1550529748, other_time: 3.2160263062
epoch time: 13.6424598694s, input_fired_time: 0.2517027557, output_fired_time: 0.0000000000, propagate_forward_time: 12.7969560623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938014984
validation[          , genome  5330] predictions:    9680/  10000 (96.80%), best:    9694/10000 (96.94%), error:      1035.37329, best error:       988.85028 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 168.5659790039s, input_fired_time: 2.0480682850, output_fired_time: 1.8694972992, propagate_forward_time: 63.6543235779, propagate_backward_time: 97.7702865601, weight_update_time: 0.1546172947, other_time: 3.2238082886
epoch time: 13.5230054855s, input_fired_time: 0.2496315539, output_fired_time: 0.0000000000, propagate_forward_time: 12.6969089508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764646530
validation[          , genome  5330] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       949.72797, best error:       949.72797 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 169.2752990723s, input_fired_time: 2.0735042095, output_fired_time: 1.8809876442, propagate_forward_time: 63.8872413635, propagate_backward_time: 98.1487731934, weight_update_time: 0.1573033035, other_time: 3.2848052979
epoch time: 13.6574420929s, input_fired_time: 0.2531943619, output_fired_time: 0.0000000000, propagate_forward_time: 12.8121347427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921125412
validation[          , genome  5330] predictions:    9650/  10000 (96.50%), best:    9720/10000 (97.20%), error:      1144.40845, best error:       949.72797 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 168.5687866211s, input_fired_time: 2.0562479496, output_fired_time: 1.8728394508, propagate_forward_time: 63.6276741028, propagate_backward_time: 97.7605667114, weight_update_time: 0.1563007087, other_time: 3.2514724731
epoch time: 13.6354541779s, input_fired_time: 0.2498493493, output_fired_time: 0.0000000000, propagate_forward_time: 12.8132791519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723257065
validation[          , genome  5330] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       934.62811, best error:       934.62811 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 169.4188842773s, input_fired_time: 2.0480926037, output_fired_time: 1.8829761744, propagate_forward_time: 64.0366287231, propagate_backward_time: 98.2637252808, weight_update_time: 0.1541282386, other_time: 3.1874542236
epoch time: 13.6149806976s, input_fired_time: 0.2559137046, output_fired_time: 0.0000000000, propagate_forward_time: 12.7664365768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926303864
validation[          , genome  5330] predictions:    9656/  10000 (96.56%), best:    9712/10000 (97.12%), error:      1052.48181, best error:       934.62811 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 168.2250671387s, input_fired_time: 2.0307500362, output_fired_time: 1.8663841486, propagate_forward_time: 63.6282844543, propagate_backward_time: 97.5371398926, weight_update_time: 0.1534661502, other_time: 3.1625213623
epoch time: 13.4642162323s, input_fired_time: 0.2508545220, output_fired_time: 0.0000000000, propagate_forward_time: 12.6365852356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767765045
validation[          , genome  5330] predictions:    9671/  10000 (96.71%), best:    9712/10000 (97.12%), error:      1105.72974, best error:       934.62811 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 168.7739562988s, input_fired_time: 2.0770192146, output_fired_time: 1.8732253313, propagate_forward_time: 63.7853660583, propagate_backward_time: 97.7491683960, weight_update_time: 0.1585493684, other_time: 3.2891616821
epoch time: 13.5414552689s, input_fired_time: 0.2539649010, output_fired_time: 0.0000000000, propagate_forward_time: 12.6967229843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907678604
validation[          , genome  5330] predictions:    9714/  10000 (97.14%), best:    9712/10000 (97.12%), error:       940.76617, best error:       934.62811 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 168.0492858887s, input_fired_time: 2.0336370468, output_fired_time: 1.8629807234, propagate_forward_time: 63.5593948364, propagate_backward_time: 97.4198226929, weight_update_time: 0.1532897353, other_time: 3.1734619141
epoch time: 13.5430774689s, input_fired_time: 0.2490206659, output_fired_time: 0.0000000000, propagate_forward_time: 12.7241029739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699539185
validation[          , genome  5330] predictions:    9534/  10000 (95.34%), best:    9712/10000 (97.12%), error:      1476.84717, best error:       934.62811 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 168.5349578857s, input_fired_time: 2.0342330933, output_fired_time: 1.8698937893, propagate_forward_time: 63.7777557373, propagate_backward_time: 97.6805877686, weight_update_time: 0.1535350233, other_time: 3.1725006104
epoch time: 13.5719718933s, input_fired_time: 0.2484312207, output_fired_time: 0.0000000000, propagate_forward_time: 12.7497234344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738172531
validation[          , genome  5330] predictions:    9675/  10000 (96.75%), best:    9712/10000 (97.12%), error:      1076.50549, best error:       934.62811 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 167.8605041504s, input_fired_time: 2.0250558853, output_fired_time: 1.8566385508, propagate_forward_time: 63.4971275330, propagate_backward_time: 97.3266906738, weight_update_time: 0.1529342234, other_time: 3.1549835205
epoch time: 13.4708900452s, input_fired_time: 0.2506177425, output_fired_time: 0.0000000000, propagate_forward_time: 12.6468715668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734004974
validation[          , genome  5330] predictions:    9687/  10000 (96.87%), best:    9712/10000 (97.12%), error:       995.11450, best error:       934.62811 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 168.0086364746s, input_fired_time: 2.0408487320, output_fired_time: 1.8676617146, propagate_forward_time: 63.5354003906, propagate_backward_time: 97.3733901978, weight_update_time: 0.1560349762, other_time: 3.1913375854
epoch time: 13.5048971176s, input_fired_time: 0.2482100129, output_fired_time: 0.0000000000, propagate_forward_time: 12.6848144531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718727112
validation[          , genome  5330] predictions:    9679/  10000 (96.79%), best:    9712/10000 (97.12%), error:      1065.85046, best error:       934.62811 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 169.1992492676s, input_fired_time: 2.0452663898, output_fired_time: 1.8772683144, propagate_forward_time: 64.0079956055, propagate_backward_time: 98.0800781250, weight_update_time: 0.1563751101, other_time: 3.1886291504
epoch time: 13.6685876846s, input_fired_time: 0.2525634468, output_fired_time: 0.0000000000, propagate_forward_time: 12.8406343460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753898621
validation[          , genome  5330] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:       995.49677, best error:       934.62811 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 167.7367401123s, input_fired_time: 2.0445694923, output_fired_time: 1.8652112484, propagate_forward_time: 63.3741035461, propagate_backward_time: 97.2470474243, weight_update_time: 0.1549571753, other_time: 3.2058181763
epoch time: 13.4892416000s, input_fired_time: 0.2499630153, output_fired_time: 0.0000000000, propagate_forward_time: 12.6675767899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717020035
validation[          , genome  5330] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1020.51117, best error:       934.62811 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 168.8474884033s, input_fired_time: 2.0775916576, output_fired_time: 1.8793897629, propagate_forward_time: 63.7107124329, propagate_backward_time: 97.8938369751, weight_update_time: 0.1558208764, other_time: 3.2859573364
epoch time: 13.5700426102s, input_fired_time: 0.2543626726, output_fired_time: 0.0000000000, propagate_forward_time: 12.7230501175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926294327
validation[          , genome  5330] predictions:    9688/  10000 (96.88%), best:    9712/10000 (97.12%), error:      1007.73047, best error:       934.62811 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 169.2100524902s, input_fired_time: 2.0380265713, output_fired_time: 1.8852729797, propagate_forward_time: 63.9400444031, propagate_backward_time: 98.1751708984, weight_update_time: 0.1547655165, other_time: 3.1715393066
epoch time: 13.6577873230s, input_fired_time: 0.2521764636, output_fired_time: 0.0000000000, propagate_forward_time: 12.8317499161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738611221
validation[          , genome  5330] predictions:    9689/  10000 (96.89%), best:    9712/10000 (97.12%), error:       998.54895, best error:       934.62811 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 168.9516601563s, input_fired_time: 2.0611677170, output_fired_time: 1.8814836740, propagate_forward_time: 63.8444442749, propagate_backward_time: 97.9381637573, weight_update_time: 0.1562929451, other_time: 3.2263946533
epoch time: 13.6499614716s, input_fired_time: 0.2523557842, output_fired_time: 0.0000000000, propagate_forward_time: 12.8236103058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739955902
validation[          , genome  5330] predictions:    9716/  10000 (97.16%), best:    9712/10000 (97.12%), error:       959.63892, best error:       934.62811 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 168.1827087402s, input_fired_time: 2.0338997841, output_fired_time: 1.8540962934, propagate_forward_time: 63.7062683105, propagate_backward_time: 97.4602737427, weight_update_time: 0.1517887712, other_time: 3.1281661987
epoch time: 13.6628961563s, input_fired_time: 0.2572194636, output_fired_time: 0.0000000000, propagate_forward_time: 12.8129129410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927639008
validation[          , genome  5330] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:       978.64063, best error:       934.62811 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 168.7790985107s, input_fired_time: 2.0793175697, output_fired_time: 1.8753117323, propagate_forward_time: 63.8088226318, propagate_backward_time: 97.7325515747, weight_update_time: 0.1560269445, other_time: 3.2831039429
epoch time: 13.6174449921s, input_fired_time: 0.2560096979, output_fired_time: 0.0000000000, propagate_forward_time: 12.7674217224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940132141
validation[          , genome  5330] predictions:    9674/  10000 (96.74%), best:    9712/10000 (97.12%), error:      1040.44360, best error:       934.62811 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 168.2219238281s, input_fired_time: 2.0454535484, output_fired_time: 1.8814728260, propagate_forward_time: 63.5708580017, propagate_backward_time: 97.5338134766, weight_update_time: 0.1533427238, other_time: 3.1903228760
epoch time: 13.6717815399s, input_fired_time: 0.2522192299, output_fired_time: 0.0000000000, propagate_forward_time: 12.8427562714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768060684
validation[          , genome  5330] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1020.77789, best error:       934.62811 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 168.3007202148s, input_fired_time: 2.0407655239, output_fired_time: 1.8685011864, propagate_forward_time: 63.7039604187, propagate_backward_time: 97.5182266235, weight_update_time: 0.1540932208, other_time: 3.1692581177
epoch time: 13.5696868896s, input_fired_time: 0.2498078942, output_fired_time: 0.0000000000, propagate_forward_time: 12.7451667786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747117996
validation[          , genome  5330] predictions:    9677/  10000 (96.77%), best:    9712/10000 (97.12%), error:      1071.46033, best error:       934.62811 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 168.0795898438s, input_fired_time: 2.0402581692, output_fired_time: 1.8712042570, propagate_forward_time: 63.5386695862, propagate_backward_time: 97.4639434814, weight_update_time: 0.1535306424, other_time: 3.1655273438
epoch time: 13.5681076050s, input_fired_time: 0.2518851161, output_fired_time: 0.0000000000, propagate_forward_time: 12.7436323166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725898743
validation[          , genome  5330] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1002.18665, best error:       934.62811 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 168.3372192383s, input_fired_time: 2.0401265621, output_fired_time: 1.8710565567, propagate_forward_time: 63.6500129700, propagate_backward_time: 97.6223144531, weight_update_time: 0.1531905830, other_time: 3.1537017822
epoch time: 13.5932950974s, input_fired_time: 0.2522995472, output_fired_time: 0.0000000000, propagate_forward_time: 12.7675838470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734119415
validation[          , genome  5330] predictions:    9701/  10000 (97.01%), best:    9712/10000 (97.12%), error:      1027.35132, best error:       934.62811 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 169.3540802002s, input_fired_time: 2.0518145561, output_fired_time: 1.8862190247, propagate_forward_time: 64.0095367432, propagate_backward_time: 98.2395401001, weight_update_time: 0.1540047377, other_time: 3.1669692993
epoch time: 13.7125692368s, input_fired_time: 0.2530726194, output_fired_time: 0.0000000000, propagate_forward_time: 12.8839893341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755071640
validation[          , genome  5330] predictions:    9725/  10000 (97.25%), best:    9712/10000 (97.12%), error:       937.16541, best error:       934.62811 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 168.7063751221s, input_fired_time: 2.0950050354, output_fired_time: 1.8764646053, propagate_forward_time: 63.6926918030, propagate_backward_time: 97.7492141724, weight_update_time: 0.1557804793, other_time: 3.2930068970
epoch time: 13.7073659897s, input_fired_time: 0.2581441700, output_fired_time: 0.0000000000, propagate_forward_time: 12.8560838699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931377411
validation[          , genome  5330] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       931.58392, best error:       931.58392 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 169.3075256348s, input_fired_time: 2.0895740986, output_fired_time: 1.8815811872, propagate_forward_time: 63.9542465210, propagate_backward_time: 98.0974578857, weight_update_time: 0.1564361900, other_time: 3.2846755981
epoch time: 13.6303634644s, input_fired_time: 0.2569972277, output_fired_time: 0.0000000000, propagate_forward_time: 12.7806444168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927219391
validation[          , genome  5330] predictions:    9690/  10000 (96.90%), best:    9717/10000 (97.17%), error:       998.43256, best error:       931.58392 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 167.3660736084s, input_fired_time: 2.0586373806, output_fired_time: 1.8717805147, propagate_forward_time: 63.0927391052, propagate_backward_time: 97.1456069946, weight_update_time: 0.1525213569, other_time: 3.1973037720
epoch time: 13.4092159271s, input_fired_time: 0.2528395057, output_fired_time: 0.0000000000, propagate_forward_time: 12.5817937851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745830536
validation[          , genome  5330] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       921.23962, best error:       921.23962 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 168.7852935791s, input_fired_time: 2.0746479034, output_fired_time: 1.8722145557, propagate_forward_time: 63.8195304871, propagate_backward_time: 97.7796401978, weight_update_time: 0.1562179178, other_time: 3.2392654419
epoch time: 13.5751056671s, input_fired_time: 0.2562254965, output_fired_time: 0.0000000000, propagate_forward_time: 12.7276964188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911836624
validation[          , genome  5330] predictions:    9677/  10000 (96.77%), best:    9723/10000 (97.23%), error:      1075.93811, best error:       921.23962 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 167.2122802734s, input_fired_time: 2.0459156036, output_fired_time: 1.8600333929, propagate_forward_time: 63.0748519897, propagate_backward_time: 97.0552520752, weight_update_time: 0.1523640305, other_time: 3.1762313843
epoch time: 13.5753717422s, input_fired_time: 0.2569333017, output_fired_time: 0.0000000000, propagate_forward_time: 12.7254886627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929498672
validation[          , genome  5330] predictions:    9680/  10000 (96.80%), best:    9723/10000 (97.23%), error:      1027.12048, best error:       921.23962 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.7304992676s, input_fired_time: 2.0382621288, output_fired_time: 1.8634434938, propagate_forward_time: 63.4439163208, propagate_backward_time: 97.2288742065, weight_update_time: 0.1525392532, other_time: 3.1559906006
epoch time: 13.6206169128s, input_fired_time: 0.2580271959, output_fired_time: 0.0000000000, propagate_forward_time: 12.7703418732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922479630
validation[          , genome  5330] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:       964.89935, best error:       921.23962 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 168.8515319824s, input_fired_time: 2.0578346252, output_fired_time: 1.8721915483, propagate_forward_time: 63.8576011658, propagate_backward_time: 97.8681259155, weight_update_time: 0.1543965042, other_time: 3.1957778931
epoch time: 13.5016279221s, input_fired_time: 0.2526860237, output_fired_time: 0.0000000000, propagate_forward_time: 12.6774082184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715332031
validation[          , genome  5330] predictions:    9708/  10000 (97.08%), best:    9723/10000 (97.23%), error:       985.51782, best error:       921.23962 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 168.0640411377s, input_fired_time: 2.0650634766, output_fired_time: 1.8678888083, propagate_forward_time: 63.4121284485, propagate_backward_time: 97.5001754761, weight_update_time: 0.1552866548, other_time: 3.2187881470
epoch time: 13.7051181793s, input_fired_time: 0.2595256865, output_fired_time: 0.0000000000, propagate_forward_time: 12.8499288559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956640244
validation[          , genome  5330] predictions:    9702/  10000 (97.02%), best:    9723/10000 (97.23%), error:      1007.76740, best error:       921.23962 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 169.5297241211s, input_fired_time: 2.0632979870, output_fired_time: 1.8828862906, propagate_forward_time: 64.1072921753, propagate_backward_time: 98.2972106934, weight_update_time: 0.1544582993, other_time: 3.1790390015
epoch time: 13.6712322235s, input_fired_time: 0.2559422553, output_fired_time: 0.0000000000, propagate_forward_time: 12.8411664963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5741233826
validation[          , genome  5330] predictions:    9679/  10000 (96.79%), best:    9723/10000 (97.23%), error:      1068.61511, best error:       921.23962 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 168.6215972900s, input_fired_time: 2.0548315048, output_fired_time: 1.8737382889, propagate_forward_time: 63.8166084290, propagate_backward_time: 97.7066574097, weight_update_time: 0.1537767053, other_time: 3.1697769165
epoch time: 13.6844072342s, input_fired_time: 0.2542502284, output_fired_time: 0.0000000000, propagate_forward_time: 12.8554019928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747547150
validation[          , genome  5330] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       956.05066, best error:       921.23962 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 167.7485961914s, input_fired_time: 2.0434765816, output_fired_time: 1.8645024300, propagate_forward_time: 63.4593238831, propagate_backward_time: 97.2290267944, weight_update_time: 0.1523713022, other_time: 3.1522750854
epoch time: 13.4265546799s, input_fired_time: 0.2511351109, output_fired_time: 0.0000000000, propagate_forward_time: 12.6001977921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752220154
validation[          , genome  5330] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       900.72668, best error:       900.72668 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 168.6608734131s, input_fired_time: 2.0996921062, output_fired_time: 1.8717570305, propagate_forward_time: 63.7470169067, propagate_backward_time: 97.6563873291, weight_update_time: 0.1561039239, other_time: 3.2860336304
epoch time: 13.6285667419s, input_fired_time: 0.2583988309, output_fired_time: 0.0000000000, propagate_forward_time: 12.7777338028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924339294
validation[          , genome  5330] predictions:    9682/  10000 (96.82%), best:    9708/10000 (97.08%), error:      1040.77161, best error:       900.72668 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 167.7712554932s, input_fired_time: 2.0616531372, output_fired_time: 1.8610539436, propagate_forward_time: 63.4295921326, propagate_backward_time: 97.2013092041, weight_update_time: 0.1548514068, other_time: 3.2176361084
epoch time: 13.5582008362s, input_fired_time: 0.2534357607, output_fired_time: 0.0000000000, propagate_forward_time: 12.7289047241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5758600235
validation[          , genome  5330] predictions:    9705/  10000 (97.05%), best:    9708/10000 (97.08%), error:       977.96039, best error:       900.72668 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 168.7996063232s, input_fired_time: 2.0513501167, output_fired_time: 1.8763074875, propagate_forward_time: 63.7714424133, propagate_backward_time: 97.9503326416, weight_update_time: 0.1530337483, other_time: 3.1501770020
epoch time: 13.6186933517s, input_fired_time: 0.2550845146, output_fired_time: 0.0000000000, propagate_forward_time: 12.7914800644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721292496
validation[          , genome  5330] predictions:    9724/  10000 (97.24%), best:    9708/10000 (97.08%), error:       901.26141, best error:       900.72668 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 169.7210998535s, input_fired_time: 2.1014018059, output_fired_time: 1.8849072456, propagate_forward_time: 64.1335144043, propagate_backward_time: 98.3025131226, weight_update_time: 0.1570491791, other_time: 3.2987747192
epoch time: 13.6639099121s, input_fired_time: 0.2593906820, output_fired_time: 0.0000000000, propagate_forward_time: 12.8123741150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921449661
validation[          , genome  5330] predictions:    9717/  10000 (97.17%), best:    9708/10000 (97.08%), error:       911.88641, best error:       900.72668 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 168.2567749023s, input_fired_time: 2.0713095665, output_fired_time: 1.8691345453, propagate_forward_time: 63.6100082397, propagate_backward_time: 97.4855422974, weight_update_time: 0.1546599865, other_time: 3.2207794189
epoch time: 13.5228929520s, input_fired_time: 0.2536352575, output_fired_time: 0.0000000000, propagate_forward_time: 12.6965637207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726938248
validation[          , genome  5330] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       884.79712, best error:       884.79712 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 168.2730102539s, input_fired_time: 2.0561969280, output_fired_time: 1.8649669886, propagate_forward_time: 63.6370468140, propagate_backward_time: 97.5305252075, weight_update_time: 0.1528041363, other_time: 3.1842803955
epoch time: 13.5015783310s, input_fired_time: 0.2556646466, output_fired_time: 0.0000000000, propagate_forward_time: 12.6722888947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736246109
validation[          , genome  5330] predictions:    9705/  10000 (97.05%), best:    9727/10000 (97.27%), error:       952.30371, best error:       884.79712 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 168.7857513428s, input_fired_time: 2.0703516006, output_fired_time: 1.8779233694, propagate_forward_time: 63.7628135681, propagate_backward_time: 97.8829650879, weight_update_time: 0.1537402719, other_time: 3.1916809082
epoch time: 13.5479564667s, input_fired_time: 0.2618890703, output_fired_time: 0.0000000000, propagate_forward_time: 12.6954755783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905914307
validation[          , genome  5330] predictions:    9676/  10000 (96.76%), best:    9727/10000 (97.27%), error:      1079.44421, best error:       884.79712 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 169.7149353027s, input_fired_time: 2.1140549183, output_fired_time: 1.8859218359, propagate_forward_time: 64.1318359375, propagate_backward_time: 98.2914352417, weight_update_time: 0.1567573398, other_time: 3.2916793823
epoch time: 13.6965923309s, input_fired_time: 0.2596601844, output_fired_time: 0.0000000000, propagate_forward_time: 12.8448772430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920553207
validation[          , genome  5330] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:       972.94293, best error:       884.79712 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 170.2859954834s, input_fired_time: 2.1173360348, output_fired_time: 1.8903493881, propagate_forward_time: 64.4146652222, propagate_backward_time: 98.5758666992, weight_update_time: 0.1602979898, other_time: 3.2877731323
epoch time: 13.6789894104s, input_fired_time: 0.2566201389, output_fired_time: 0.0000000000, propagate_forward_time: 12.8443107605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780582428
validation[          , genome  5330] predictions:    9692/  10000 (96.92%), best:    9727/10000 (97.27%), error:       997.98956, best error:       884.79712 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 169.6213073730s, input_fired_time: 2.0985620022, output_fired_time: 1.8869172335, propagate_forward_time: 64.0730209351, propagate_backward_time: 98.2672958374, weight_update_time: 0.1560150832, other_time: 3.2955169678
epoch time: 13.7221641541s, input_fired_time: 0.2588763535, output_fired_time: 0.0000000000, propagate_forward_time: 12.8720598221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912275314
validation[          , genome  5330] predictions:    9703/  10000 (97.03%), best:    9727/10000 (97.27%), error:       956.01660, best error:       884.79712 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 168.2225646973s, input_fired_time: 2.0556557178, output_fired_time: 1.8637754917, propagate_forward_time: 63.6759147644, propagate_backward_time: 97.4619750977, weight_update_time: 0.1533443928, other_time: 3.1652526855
epoch time: 13.5912837982s, input_fired_time: 0.2563647032, output_fired_time: 0.0000000000, propagate_forward_time: 12.7628326416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720863342
validation[          , genome  5330] predictions:    9645/  10000 (96.45%), best:    9727/10000 (97.27%), error:      1191.01599, best error:       884.79712 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 169.2984771729s, input_fired_time: 2.1083767414, output_fired_time: 1.8758000135, propagate_forward_time: 64.0345916748, propagate_backward_time: 97.9811248779, weight_update_time: 0.1559648514, other_time: 3.2985839844
epoch time: 13.5894851685s, input_fired_time: 0.2610822618, output_fired_time: 0.0000000000, propagate_forward_time: 12.7378349304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905675888
validation[          , genome  5330] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       905.71783, best error:       884.79712 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 167.9957885742s, input_fired_time: 2.1053316593, output_fired_time: 1.8698576689, propagate_forward_time: 63.3915748596, propagate_backward_time: 97.3413543701, weight_update_time: 0.1556301117, other_time: 3.2876739502
epoch time: 13.5822343826s, input_fired_time: 0.2601787448, output_fired_time: 0.0000000000, propagate_forward_time: 12.7305517197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915040970
validation[          , genome  5330] predictions:    9683/  10000 (96.83%), best:    9727/10000 (97.27%), error:      1004.40570, best error:       884.79712 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 168.9295654297s, input_fired_time: 2.0560901165, output_fired_time: 1.8777234554, propagate_forward_time: 63.8428001404, propagate_backward_time: 98.0085144043, weight_update_time: 0.1535717994, other_time: 3.1444396973
epoch time: 13.5940752029s, input_fired_time: 0.2561451793, output_fired_time: 0.0000000000, propagate_forward_time: 12.7638807297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740489960
validation[          , genome  5330] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:      1008.97833, best error:       884.79712 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 167.8613739014s, input_fired_time: 2.0559897423, output_fired_time: 1.8699778318, propagate_forward_time: 63.4809532166, propagate_backward_time: 97.3094482422, weight_update_time: 0.1522735655, other_time: 3.1450042725
epoch time: 13.5708389282s, input_fired_time: 0.2568345368, output_fired_time: 0.0000000000, propagate_forward_time: 12.7395439148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744600296
validation[          , genome  5330] predictions:    9599/  10000 (95.99%), best:    9727/10000 (97.27%), error:      1270.22644, best error:       884.79712 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 169.1464538574s, input_fired_time: 2.1007759571, output_fired_time: 1.8822238445, propagate_forward_time: 63.9164085388, propagate_backward_time: 97.9743423462, weight_update_time: 0.1564451009, other_time: 3.2727127075
epoch time: 13.6326885223s, input_fired_time: 0.2613185048, output_fired_time: 0.0000000000, propagate_forward_time: 12.7797031403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916671753
validation[          , genome  5330] predictions:    9722/  10000 (97.22%), best:    9727/10000 (97.27%), error:       930.57019, best error:       884.79712 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 169.0307159424s, input_fired_time: 2.0597245693, output_fired_time: 1.8847339153, propagate_forward_time: 63.8863677979, propagate_backward_time: 98.0451965332, weight_update_time: 0.1529279798, other_time: 3.1546936035
epoch time: 13.5417451859s, input_fired_time: 0.2596290112, output_fired_time: 0.0000000000, propagate_forward_time: 12.6923885345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897274017
validation[          , genome  5330] predictions:    9720/  10000 (97.20%), best:    9727/10000 (97.27%), error:       889.14795, best error:       884.79712 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 169.1890411377s, input_fired_time: 2.0684723854, output_fired_time: 1.8830642700, propagate_forward_time: 63.9534416199, propagate_backward_time: 98.1076126099, weight_update_time: 0.1531461775, other_time: 3.1764602661
epoch time: 13.5365066528s, input_fired_time: 0.2575043440, output_fired_time: 0.0000000000, propagate_forward_time: 12.7030305862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5759716034
validation[          , genome  5330] predictions:    9710/  10000 (97.10%), best:    9727/10000 (97.27%), error:       934.66937, best error:       884.79712 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 168.2062377930s, input_fired_time: 2.1074938774, output_fired_time: 1.8710520267, propagate_forward_time: 63.5573959351, propagate_backward_time: 97.3878326416, weight_update_time: 0.1564210951, other_time: 3.2824630737
epoch time: 13.5721359253s, input_fired_time: 0.2649740279, output_fired_time: 0.0000000000, propagate_forward_time: 12.7150316238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921306610
validation[          , genome  5330] predictions:    9707/  10000 (97.07%), best:    9727/10000 (97.27%), error:       957.67902, best error:       884.79712 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 168.6278686523s, input_fired_time: 2.0856554508, output_fired_time: 1.8691413403, propagate_forward_time: 63.8349571228, propagate_backward_time: 97.6374053955, weight_update_time: 0.1549586058, other_time: 3.2006988525
epoch time: 13.6267328262s, input_fired_time: 0.2581553459, output_fired_time: 0.0000000000, propagate_forward_time: 12.7952175140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5733604431
validation[          , genome  5330] predictions:    9600/  10000 (96.00%), best:    9727/10000 (97.27%), error:      1271.65259, best error:       884.79712 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 168.7079162598s, input_fired_time: 2.0658130646, output_fired_time: 1.8757587671, propagate_forward_time: 63.8364219666, propagate_backward_time: 97.7665100098, weight_update_time: 0.1536070853, other_time: 3.1634063721
epoch time: 13.6565885544s, input_fired_time: 0.2547535598, output_fired_time: 0.0000000000, propagate_forward_time: 12.8281507492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736846924
validation[          , genome  5330] predictions:    9697/  10000 (96.97%), best:    9727/10000 (97.27%), error:      1034.95178, best error:       884.79712 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 168.6648406982s, input_fired_time: 2.1052749157, output_fired_time: 1.8754236698, propagate_forward_time: 63.7613410950, propagate_backward_time: 97.6373367310, weight_update_time: 0.1548472345, other_time: 3.2854690552
epoch time: 13.7000522614s, input_fired_time: 0.2610681951, output_fired_time: 0.0000000000, propagate_forward_time: 12.8465871811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923967361
validation[          , genome  5330] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       960.53784, best error:       884.79712 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 169.2694396973s, input_fired_time: 2.0841140747, output_fired_time: 1.8794925213, propagate_forward_time: 64.0193023682, propagate_backward_time: 98.0591964722, weight_update_time: 0.1547553241, other_time: 3.2273483276
epoch time: 13.7165975571s, input_fired_time: 0.2591865361, output_fired_time: 0.0000000000, propagate_forward_time: 12.8830699921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743408203
validation[          , genome  5330] predictions:    9695/  10000 (96.95%), best:    9727/10000 (97.27%), error:       952.82092, best error:       884.79712 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 168.9141082764s, input_fired_time: 2.1091759205, output_fired_time: 1.8739469051, propagate_forward_time: 63.7528266907, propagate_backward_time: 97.8879776001, weight_update_time: 0.1556804925, other_time: 3.2901840210
epoch time: 13.6231842041s, input_fired_time: 0.2644806206, output_fired_time: 0.0000000000, propagate_forward_time: 12.7662324905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924711227
validation[          , genome  5330] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       868.90851, best error:       868.90851 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 168.4768066406s, input_fired_time: 2.0881350040, output_fired_time: 1.8771058321, propagate_forward_time: 63.6371116638, propagate_backward_time: 97.6581878662, weight_update_time: 0.1540600210, other_time: 3.2162628174
epoch time: 13.5161867142s, input_fired_time: 0.2577320337, output_fired_time: 0.0000000000, propagate_forward_time: 12.6873931885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5710611343
validation[          , genome  5330] predictions:    9713/  10000 (97.13%), best:    9728/10000 (97.28%), error:       908.28387, best error:       868.90851 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 168.7205963135s, input_fired_time: 2.0905764103, output_fired_time: 1.8730731010, propagate_forward_time: 63.8210105896, propagate_backward_time: 97.7307510376, weight_update_time: 0.1544144899, other_time: 3.2051773071
epoch time: 13.5977134705s, input_fired_time: 0.2617762387, output_fired_time: 0.0000000000, propagate_forward_time: 12.7461147308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898227692
validation[          , genome  5330] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       971.17413, best error:       868.90851 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 168.8836975098s, input_fired_time: 2.0679645538, output_fired_time: 1.8758069277, propagate_forward_time: 63.8352699280, propagate_backward_time: 97.9445648193, weight_update_time: 0.1538671404, other_time: 3.1600952148
epoch time: 13.6381587982s, input_fired_time: 0.2602795362, output_fired_time: 0.0000000000, propagate_forward_time: 12.8050861359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727930069
validation[          , genome  5330] predictions:    9665/  10000 (96.65%), best:    9728/10000 (97.28%), error:      1068.46545, best error:       868.90851 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 169.0382843018s, input_fired_time: 2.1137447357, output_fired_time: 1.8827856779, propagate_forward_time: 63.8215446472, propagate_backward_time: 97.9433975220, weight_update_time: 0.1576368362, other_time: 3.2768173218
epoch time: 13.6038722992s, input_fired_time: 0.2621200979, output_fired_time: 0.0000000000, propagate_forward_time: 12.7471532822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945987701
validation[          , genome  5330] predictions:    9676/  10000 (96.76%), best:    9728/10000 (97.28%), error:      1057.62878, best error:       868.90851 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 168.8485717773s, input_fired_time: 2.1131739616, output_fired_time: 1.8798927069, propagate_forward_time: 63.8274993896, propagate_backward_time: 97.7454452515, weight_update_time: 0.1567395329, other_time: 3.2825546265
epoch time: 13.6872978210s, input_fired_time: 0.2629532516, output_fired_time: 0.0000000000, propagate_forward_time: 12.8328742981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914707184
validation[          , genome  5330] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       889.88214, best error:       868.90851 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 167.5682525635s, input_fired_time: 2.0687260628, output_fired_time: 1.8630510569, propagate_forward_time: 63.3234634399, propagate_backward_time: 97.1533508301, weight_update_time: 0.1530880481, other_time: 3.1596603394
epoch time: 13.3483133316s, input_fired_time: 0.2593437135, output_fired_time: 0.0000000000, propagate_forward_time: 12.5160064697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729627609
validation[          , genome  5330] predictions:    9676/  10000 (96.76%), best:    9728/10000 (97.28%), error:      1060.08447, best error:       868.90851 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 169.0328521729s, input_fired_time: 2.0957977772, output_fired_time: 1.8776682615, propagate_forward_time: 63.8900451660, propagate_backward_time: 97.9542388916, weight_update_time: 0.1552935094, other_time: 3.2151031494
epoch time: 13.5186042786s, input_fired_time: 0.2581767142, output_fired_time: 0.0000000000, propagate_forward_time: 12.6915359497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688915253
validation[          , genome  5330] predictions:    9722/  10000 (97.22%), best:    9728/10000 (97.28%), error:       879.06049, best error:       868.90851 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 168.0991210938s, input_fired_time: 2.0698604584, output_fired_time: 1.8644716740, propagate_forward_time: 63.6652526855, propagate_backward_time: 97.3448410034, weight_update_time: 0.1550077647, other_time: 3.1547012329
epoch time: 13.3819770813s, input_fired_time: 0.2576128542, output_fired_time: 0.0000000000, propagate_forward_time: 12.5506134033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737504959
validation[          , genome  5330] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       961.51636, best error:       868.90851 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 168.3300781250s, input_fired_time: 2.1137013435, output_fired_time: 1.8635560274, propagate_forward_time: 63.5843200684, propagate_backward_time: 97.4907302856, weight_update_time: 0.1565300673, other_time: 3.2777633667
epoch time: 13.5852947235s, input_fired_time: 0.2636595368, output_fired_time: 0.0000000000, propagate_forward_time: 12.7289037704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927314758
validation[          , genome  5330] predictions:    9708/  10000 (97.08%), best:    9728/10000 (97.28%), error:       969.92578, best error:       868.90851 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 168.4410095215s, input_fired_time: 2.0994973183, output_fired_time: 1.8737028837, propagate_forward_time: 63.5964431763, propagate_backward_time: 97.6550521851, weight_update_time: 0.1557796299, other_time: 3.2163085938
epoch time: 13.5997428894s, input_fired_time: 0.2588921785, output_fired_time: 0.0000000000, propagate_forward_time: 12.7705650330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702857971
validation[          , genome  5330] predictions:    9709/  10000 (97.09%), best:    9728/10000 (97.28%), error:       926.56720, best error:       868.90851 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 168.9605712891s, input_fired_time: 2.0764403343, output_fired_time: 1.8806335926, propagate_forward_time: 63.8504905701, propagate_backward_time: 98.0017547607, weight_update_time: 0.1533152163, other_time: 3.1512451172
epoch time: 13.6481113434s, input_fired_time: 0.2601104379, output_fired_time: 0.0000000000, propagate_forward_time: 12.8161640167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718364716
validation[          , genome  5330] predictions:    9557/  10000 (95.57%), best:    9728/10000 (97.28%), error:      1447.73633, best error:       868.90851 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 168.9760284424s, input_fired_time: 2.1300461292, output_fired_time: 1.8733826876, propagate_forward_time: 63.9145774841, propagate_backward_time: 97.7709197998, weight_update_time: 0.1559813768, other_time: 3.2870941162
epoch time: 13.6500272751s, input_fired_time: 0.2643636167, output_fired_time: 0.0000000000, propagate_forward_time: 12.7937297821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919342041
validation[          , genome  5330] predictions:    9721/  10000 (97.21%), best:    9728/10000 (97.28%), error:       912.09125, best error:       868.90851 on epoch:    88, 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: 68.1077728271s, input_fired_time: 1.3041216135, output_fired_time: 0.0000000000, propagate_forward_time: 63.8595390320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9441108704
best training[          , genome  5330] predictions:   49483/  50000 (98.97%), best:    9728/10000 (97.28%), error:      1961.75012, best error:       868.90851 on epoch:    88, 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: 13.6590614319s, input_fired_time: 0.2581425309, output_fired_time: 0.0000000000, propagate_forward_time: 12.8269224167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739965439
   testing[          , genome  5330] predictions:    9759/  10000 (97.59%), best:    9728/10000 (97.28%), error:       834.77136, best error:       868.90851 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:06:57 (5108): called boinc_finish(0)

</stderr_txt>
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