Nameexact_genome_1512568488_42_3922_0
Workunit2590839
Created7 Dec 2017, 7:18:43 UTC
Sent7 Dec 2017, 7:24:07 UTC
Report deadline10 Dec 2017, 7:50:47 UTC
Received7 Dec 2017, 9:03:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 39 min 18 sec
CPU time1 hours 39 min 14 sec
Validate stateValid
Credit754.63
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.31 MB
Peak swap size152.78 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0716621578, output_fired_time: 0.0000000000, propagate_forward_time: 4.0996422768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071445465
validation[          , genome  3922] predictions:    9569/  10000 (95.69%), best:    9575/10000 (95.75%), error:      1447.90796, best error:      1436.81909 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.9869728088s, input_fired_time: 0.5871054530, output_fired_time: 0.5753651857, propagate_forward_time: 20.3874874115, propagate_backward_time: 30.2070789337, weight_update_time: 0.1200508028, other_time: 2.2299327850
epoch time: 4.5447359085s, input_fired_time: 0.0702829212, output_fired_time: 0.0000000000, propagate_forward_time: 4.0800180435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944349289
validation[          , genome  3922] predictions:    9582/  10000 (95.82%), best:    9575/10000 (95.75%), error:      1437.57959, best error:      1436.81909 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.8972740173s, input_fired_time: 0.5852609873, output_fired_time: 0.5764182210, propagate_forward_time: 20.3717460632, propagate_backward_time: 30.1764488220, weight_update_time: 0.1176511422, other_time: 2.1873970032
epoch time: 4.5361289978s, input_fired_time: 0.0709872618, output_fired_time: 0.0000000000, propagate_forward_time: 4.0701637268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949780464
validation[          , genome  3922] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1373.31470, best error:      1373.31470 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.0118675232s, input_fired_time: 0.5870851874, output_fired_time: 0.5757456422, propagate_forward_time: 20.3627719879, propagate_backward_time: 30.2478122711, weight_update_time: 0.1176191345, other_time: 2.2384548187
epoch time: 4.5484499931s, input_fired_time: 0.0714532509, output_fired_time: 0.0000000000, propagate_forward_time: 4.0722370148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047598839
validation[          , genome  3922] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1320.26318, best error:      1320.26318 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.8197021484s, input_fired_time: 0.5873707533, output_fired_time: 0.5699044466, propagate_forward_time: 20.3346996307, propagate_backward_time: 30.0658206940, weight_update_time: 0.1188498065, other_time: 2.2619075775
epoch time: 4.5449390411s, input_fired_time: 0.0715955123, output_fired_time: 0.0000000000, propagate_forward_time: 4.0683364868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050068855
validation[          , genome  3922] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1283.53906, best error:      1283.53906 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.9110679626s, input_fired_time: 0.5916863680, output_fired_time: 0.5718930960, propagate_forward_time: 20.3627815247, propagate_backward_time: 30.1175384521, weight_update_time: 0.1190659776, other_time: 2.2671699524
epoch time: 4.5381908417s, input_fired_time: 0.0711795241, output_fired_time: 0.0000000000, propagate_forward_time: 4.0686554909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983559608
validation[          , genome  3922] predictions:    9564/  10000 (95.64%), best:    9625/10000 (96.25%), error:      1479.42261, best error:      1283.53906 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.8144950867s, input_fired_time: 0.5868935585, output_fired_time: 0.5714169741, propagate_forward_time: 20.3639087677, propagate_backward_time: 30.0862884521, weight_update_time: 0.1166857257, other_time: 2.2059860229
epoch time: 4.5295076370s, input_fired_time: 0.0703072250, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650568008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941435814
validation[          , genome  3922] predictions:    9567/  10000 (95.67%), best:    9625/10000 (96.25%), error:      1436.55286, best error:      1283.53906 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.8993682861s, input_fired_time: 0.5893320441, output_fired_time: 0.5705977678, propagate_forward_time: 20.3754272461, propagate_backward_time: 30.1114921570, weight_update_time: 0.1185729206, other_time: 2.2525177002
epoch time: 4.5558576584s, input_fired_time: 0.0714323223, output_fired_time: 0.0000000000, propagate_forward_time: 4.0895094872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949160576
validation[          , genome  3922] predictions:    9629/  10000 (96.29%), best:    9625/10000 (96.25%), error:      1310.01343, best error:      1283.53906 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.2624053955s, input_fired_time: 0.5928854942, output_fired_time: 0.5785964727, propagate_forward_time: 20.5005474091, propagate_backward_time: 30.3109626770, weight_update_time: 0.1196582168, other_time: 2.2794151306
epoch time: 4.5859589577s, input_fired_time: 0.0723272413, output_fired_time: 0.0000000000, propagate_forward_time: 4.1113858223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022459984
validation[          , genome  3922] predictions:    9520/  10000 (95.20%), best:    9625/10000 (96.25%), error:      1574.67944, best error:      1283.53906 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.8558807373s, input_fired_time: 0.5818554759, output_fired_time: 0.5751382709, propagate_forward_time: 20.3550853729, propagate_backward_time: 30.1566104889, weight_update_time: 0.1178463623, other_time: 2.1871929169
epoch time: 4.5354251862s, input_fired_time: 0.0704371259, output_fired_time: 0.0000000000, propagate_forward_time: 4.0677380562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972501755
validation[          , genome  3922] predictions:    9528/  10000 (95.28%), best:    9625/10000 (96.25%), error:      1562.43176, best error:      1283.53906 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.1154747009s, input_fired_time: 0.5967684388, output_fired_time: 0.5767729878, propagate_forward_time: 20.4426097870, propagate_backward_time: 30.2513637543, weight_update_time: 0.1190662012, other_time: 2.2479572296
epoch time: 4.5423688889s, input_fired_time: 0.0717796162, output_fired_time: 0.0000000000, propagate_forward_time: 4.0774483681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931407928
validation[          , genome  3922] predictions:    9554/  10000 (95.54%), best:    9625/10000 (96.25%), error:      1440.36169, best error:      1283.53906 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.9158515930s, input_fired_time: 0.5906572342, output_fired_time: 0.5690397024, propagate_forward_time: 20.4043216705, propagate_backward_time: 30.0863399506, weight_update_time: 0.1200444028, other_time: 2.2654972076
epoch time: 4.5742363930s, input_fired_time: 0.0718949512, output_fired_time: 0.0000000000, propagate_forward_time: 4.0981845856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041566849
validation[          , genome  3922] predictions:    9576/  10000 (95.76%), best:    9625/10000 (96.25%), error:      1348.39514, best error:      1283.53906 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.0320014954s, input_fired_time: 0.5932738781, output_fired_time: 0.5746849775, propagate_forward_time: 20.4547176361, propagate_backward_time: 30.1384906769, weight_update_time: 0.1172172576, other_time: 2.2708339691
epoch time: 4.5706605911s, input_fired_time: 0.0733297616, output_fired_time: 0.0000000000, propagate_forward_time: 4.0913376808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059929848
validation[          , genome  3922] predictions:    9561/  10000 (95.61%), best:    9625/10000 (96.25%), error:      1447.86707, best error:      1283.53906 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.1313285828s, input_fired_time: 0.5911375284, output_fired_time: 0.5743007660, propagate_forward_time: 20.4603900909, propagate_backward_time: 30.2575988770, weight_update_time: 0.1186215580, other_time: 2.2479019165
epoch time: 4.5610303879s, input_fired_time: 0.0719253197, output_fired_time: 0.0000000000, propagate_forward_time: 4.0827674866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063377380
validation[          , genome  3922] predictions:    9605/  10000 (96.05%), best:    9625/10000 (96.25%), error:      1334.08569, best error:      1283.53906 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.8757362366s, input_fired_time: 0.5872406363, output_fired_time: 0.5708180666, propagate_forward_time: 20.3899765015, propagate_backward_time: 30.0941715240, weight_update_time: 0.1182781905, other_time: 2.2335262299
epoch time: 4.5461416245s, input_fired_time: 0.0717727765, output_fired_time: 0.0000000000, propagate_forward_time: 4.0800046921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943643570
validation[          , genome  3922] predictions:    9601/  10000 (96.01%), best:    9625/10000 (96.25%), error:      1321.37231, best error:      1283.53906 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.1623344421s, input_fired_time: 0.5909068584, output_fired_time: 0.5758702159, propagate_forward_time: 20.4757041931, propagate_backward_time: 30.2772560120, weight_update_time: 0.1188698485, other_time: 2.2425956726
epoch time: 4.5734190941s, input_fired_time: 0.0724100918, output_fired_time: 0.0000000000, propagate_forward_time: 4.1032872200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977217674
validation[          , genome  3922] predictions:    9582/  10000 (95.82%), best:    9625/10000 (96.25%), error:      1381.74548, best error:      1283.53906 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.9413795471s, input_fired_time: 0.5912147760, output_fired_time: 0.5716282129, propagate_forward_time: 20.4096050262, propagate_backward_time: 30.1005001068, weight_update_time: 0.1185314357, other_time: 2.2684345245
epoch time: 4.5467090607s, input_fired_time: 0.0719376951, output_fired_time: 0.0000000000, propagate_forward_time: 4.0812854767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934860229
validation[          , genome  3922] predictions:    9543/  10000 (95.43%), best:    9625/10000 (96.25%), error:      1372.04297, best error:      1283.53906 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.6190376282s, input_fired_time: 0.5811561346, output_fired_time: 0.5660185218, propagate_forward_time: 20.3323974609, propagate_backward_time: 29.9471473694, weight_update_time: 0.1168762371, other_time: 2.1923179626
epoch time: 4.5265502930s, input_fired_time: 0.0712627918, output_fired_time: 0.0000000000, propagate_forward_time: 4.0621409416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931465149
validation[          , genome  3922] predictions:    9582/  10000 (95.82%), best:    9625/10000 (96.25%), error:      1370.22803, best error:      1283.53906 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.0123596191s, input_fired_time: 0.5918892622, output_fired_time: 0.5756585002, propagate_forward_time: 20.3895263672, propagate_backward_time: 30.1942901611, weight_update_time: 0.1188044846, other_time: 2.2609977722
epoch time: 4.5548000336s, input_fired_time: 0.0732251555, output_fired_time: 0.0000000000, propagate_forward_time: 4.0747232437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068517685
validation[          , genome  3922] predictions:    9577/  10000 (95.77%), best:    9625/10000 (96.25%), error:      1368.06702, best error:      1283.53906 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.7783966064s, input_fired_time: 0.5872336030, output_fired_time: 0.5715877414, propagate_forward_time: 20.3651294708, propagate_backward_time: 30.0384902954, weight_update_time: 0.1172936335, other_time: 2.2159576416
epoch time: 4.5481314659s, input_fired_time: 0.0720291138, output_fired_time: 0.0000000000, propagate_forward_time: 4.0808629990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952393532
validation[          , genome  3922] predictions:    9601/  10000 (96.01%), best:    9625/10000 (96.25%), error:      1327.17896, best error:      1283.53906 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.9360847473s, input_fired_time: 0.5897474885, output_fired_time: 0.5715225935, propagate_forward_time: 20.3855648041, propagate_backward_time: 30.1478748322, weight_update_time: 0.1187340766, other_time: 2.2413768768
epoch time: 4.5171885490s, input_fired_time: 0.0712828338, output_fired_time: 0.0000000000, propagate_forward_time: 4.0506420135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952636719
validation[          , genome  3922] predictions:    9591/  10000 (95.91%), best:    9625/10000 (96.25%), error:      1330.17261, best error:      1283.53906 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.9360504150s, input_fired_time: 0.5941197872, output_fired_time: 0.5721216202, propagate_forward_time: 20.3922252655, propagate_backward_time: 30.1140422821, weight_update_time: 0.1193160713, other_time: 2.2635440826
epoch time: 4.5297222137s, input_fired_time: 0.0734096244, output_fired_time: 0.0000000000, propagate_forward_time: 4.0499639511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063487053
validation[          , genome  3922] predictions:    9531/  10000 (95.31%), best:    9625/10000 (96.25%), error:      1584.89099, best error:      1283.53906 on epoch:    18, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.0565567017s, input_fired_time: 0.5976021886, output_fired_time: 0.5723522902, propagate_forward_time: 20.4675960541, propagate_backward_time: 30.1442909241, weight_update_time: 0.1196045429, other_time: 2.2747154236
epoch time: 4.5865211487s, input_fired_time: 0.0743421167, output_fired_time: 0.0000000000, propagate_forward_time: 4.1058311462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063477516
validation[          , genome  3922] predictions:    9606/  10000 (96.06%), best:    9625/10000 (96.25%), error:      1289.37573, best error:      1283.53906 on epoch:    18, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.1540641785s, input_fired_time: 0.5952098966, output_fired_time: 0.5736105442, propagate_forward_time: 20.4248237610, propagate_backward_time: 30.2968978882, weight_update_time: 0.1189138293, other_time: 2.2635192871
epoch time: 4.5645122528s, input_fired_time: 0.0726971701, output_fired_time: 0.0000000000, propagate_forward_time: 4.0870637894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047513008
validation[          , genome  3922] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1262.41992, best error:      1262.41992 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.9950675964s, input_fired_time: 0.5959818363, output_fired_time: 0.5737756491, propagate_forward_time: 20.3973960876, propagate_backward_time: 30.1607093811, weight_update_time: 0.1180522814, other_time: 2.2672042847
epoch time: 4.5719027519s, input_fired_time: 0.0735390708, output_fired_time: 0.0000000000, propagate_forward_time: 4.0929150581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054484367
validation[          , genome  3922] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1209.34827, best error:      1209.34827 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.0195198059s, input_fired_time: 0.5926964879, output_fired_time: 0.5736241341, propagate_forward_time: 20.4618530273, propagate_backward_time: 30.1584510803, weight_update_time: 0.1183541119, other_time: 2.2328948975
epoch time: 4.5580124855s, input_fired_time: 0.0718518272, output_fired_time: 0.0000000000, propagate_forward_time: 4.0890464783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971142769
validation[          , genome  3922] predictions:    9574/  10000 (95.74%), best:    9616/10000 (96.16%), error:      1396.50977, best error:      1209.34827 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 54.0463104248s, input_fired_time: 0.5968428254, output_fired_time: 0.5739941001, propagate_forward_time: 20.3934268951, propagate_backward_time: 30.2200393677, weight_update_time: 0.1191991791, other_time: 2.2620086670
epoch time: 4.5713372231s, input_fired_time: 0.0731828362, output_fired_time: 0.0000000000, propagate_forward_time: 4.0947909355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033632278
validation[          , genome  3922] predictions:    9601/  10000 (96.01%), best:    9616/10000 (96.16%), error:      1269.74902, best error:      1209.34827 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.7024116516s, input_fired_time: 0.5951838493, output_fired_time: 0.5657854676, propagate_forward_time: 20.3283653259, propagate_backward_time: 29.9799747467, weight_update_time: 0.1175810322, other_time: 2.2331027985
epoch time: 4.5460948944s, input_fired_time: 0.0728415325, output_fired_time: 0.0000000000, propagate_forward_time: 4.0755863190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976669312
validation[          , genome  3922] predictions:    9602/  10000 (96.02%), best:    9616/10000 (96.16%), error:      1307.70532, best error:      1209.34827 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.0300521851s, input_fired_time: 0.5948839188, output_fired_time: 0.5767736435, propagate_forward_time: 20.4077816010, propagate_backward_time: 30.2011966705, weight_update_time: 0.1181014255, other_time: 2.2494182587
epoch time: 4.5493144989s, input_fired_time: 0.0724109635, output_fired_time: 0.0000000000, propagate_forward_time: 4.0806837082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962197304
validation[          , genome  3922] predictions:    9572/  10000 (95.72%), best:    9616/10000 (96.16%), error:      1424.27368, best error:      1209.34827 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.9422760010s, input_fired_time: 0.5876991749, output_fired_time: 0.5750833154, propagate_forward_time: 20.3930988312, propagate_backward_time: 30.1948375702, weight_update_time: 0.1185267344, other_time: 2.1915531158
epoch time: 4.5427036285s, input_fired_time: 0.0713909492, output_fired_time: 0.0000000000, propagate_forward_time: 4.0786108971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927016258
validation[          , genome  3922] predictions:    9597/  10000 (95.97%), best:    9616/10000 (96.16%), error:      1336.70422, best error:      1209.34827 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.8708877563s, input_fired_time: 0.5941295028, output_fired_time: 0.5709676743, propagate_forward_time: 20.3666343689, propagate_backward_time: 30.0807819366, weight_update_time: 0.1186920553, other_time: 2.2583751678
epoch time: 4.5321884155s, input_fired_time: 0.0729641318, output_fired_time: 0.0000000000, propagate_forward_time: 4.0579633713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012608528
validation[          , genome  3922] predictions:    9547/  10000 (95.47%), best:    9616/10000 (96.16%), error:      1527.48035, best error:      1209.34827 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.9902992249s, input_fired_time: 0.5923138261, output_fired_time: 0.5726530552, propagate_forward_time: 20.4137191772, propagate_backward_time: 30.1909542084, weight_update_time: 0.1174490899, other_time: 2.2206554413
epoch time: 4.5336222649s, input_fired_time: 0.0725647584, output_fired_time: 0.0000000000, propagate_forward_time: 4.0642313957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968262672
validation[          , genome  3922] predictions:    9487/  10000 (94.87%), best:    9616/10000 (96.16%), error:      1643.41992, best error:      1209.34827 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.1444244385s, input_fired_time: 0.5961291790, output_fired_time: 0.5750919580, propagate_forward_time: 20.4568042755, propagate_backward_time: 30.2465801239, weight_update_time: 0.1194229051, other_time: 2.2698154449
epoch time: 4.5633716583s, input_fired_time: 0.0729850531, output_fired_time: 0.0000000000, propagate_forward_time: 4.0853161812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050703049
validation[          , genome  3922] predictions:    9454/  10000 (94.54%), best:    9616/10000 (96.16%), error:      1728.64355, best error:      1209.34827 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.7228240967s, input_fired_time: 0.5866134763, output_fired_time: 0.5655962229, propagate_forward_time: 20.3597526550, propagate_backward_time: 30.0215759277, weight_update_time: 0.1175289974, other_time: 2.1892852783
epoch time: 4.5210900307s, input_fired_time: 0.0713025182, output_fired_time: 0.0000000000, propagate_forward_time: 4.0566029549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931846619
validation[          , genome  3922] predictions:    9593/  10000 (95.93%), best:    9616/10000 (96.16%), error:      1341.40942, best error:      1209.34827 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.8671951294s, input_fired_time: 0.5991212726, output_fired_time: 0.5673820972, propagate_forward_time: 20.3718433380, propagate_backward_time: 30.0586929321, weight_update_time: 0.1195159778, other_time: 2.2701568604
epoch time: 4.5492510796s, input_fired_time: 0.0739892870, output_fired_time: 0.0000000000, propagate_forward_time: 4.0703363419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049253464
validation[          , genome  3922] predictions:    9607/  10000 (96.07%), best:    9616/10000 (96.16%), error:      1265.68396, best error:      1209.34827 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.0298271179s, input_fired_time: 0.5883463025, output_fired_time: 0.5754524469, propagate_forward_time: 20.4325962067, propagate_backward_time: 30.2425518036, weight_update_time: 0.1178662702, other_time: 2.1908817291
epoch time: 4.5511240959s, input_fired_time: 0.0729013458, output_fired_time: 0.0000000000, propagate_forward_time: 4.0819978714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962249756
validation[          , genome  3922] predictions:    9634/  10000 (96.34%), best:    9616/10000 (96.16%), error:      1236.69031, best error:      1209.34827 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.0496101379s, input_fired_time: 0.5988029242, output_fired_time: 0.5717030764, propagate_forward_time: 20.4159526825, propagate_backward_time: 30.1972332001, weight_update_time: 0.1184964776, other_time: 2.2659168243
epoch time: 4.5619373322s, input_fired_time: 0.0728082210, output_fired_time: 0.0000000000, propagate_forward_time: 4.0845222473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046068192
validation[          , genome  3922] predictions:    9557/  10000 (95.57%), best:    9616/10000 (96.16%), error:      1354.56506, best error:      1209.34827 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.1595153809s, input_fired_time: 0.5993672609, output_fired_time: 0.5714476109, propagate_forward_time: 20.5021343231, propagate_backward_time: 30.2137279510, weight_update_time: 0.1196189448, other_time: 2.2728366852
epoch time: 4.5747323036s, input_fired_time: 0.0727877021, output_fired_time: 0.0000000000, propagate_forward_time: 4.0955877304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063568115
validation[          , genome  3922] predictions:    9593/  10000 (95.93%), best:    9616/10000 (96.16%), error:      1271.88525, best error:      1209.34827 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.3035545349s, input_fired_time: 0.6001033187, output_fired_time: 0.5746051669, propagate_forward_time: 20.5027389526, propagate_backward_time: 30.3534641266, weight_update_time: 0.1194173396, other_time: 2.2726459503
epoch time: 4.5879449844s, input_fired_time: 0.0743647888, output_fired_time: 0.0000000000, propagate_forward_time: 4.1048469543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087333679
validation[          , genome  3922] predictions:    9615/  10000 (96.15%), best:    9616/10000 (96.16%), error:      1280.53394, best error:      1209.34827 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.1435661316s, input_fired_time: 0.5993117690, output_fired_time: 0.5769242048, propagate_forward_time: 20.4939212799, propagate_backward_time: 30.2010231018, weight_update_time: 0.1192405745, other_time: 2.2723884583
epoch time: 4.5671792030s, input_fired_time: 0.0732119232, output_fired_time: 0.0000000000, propagate_forward_time: 4.0883102417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056568146
validation[          , genome  3922] predictions:    9609/  10000 (96.09%), best:    9616/10000 (96.16%), error:      1280.46985, best error:      1209.34827 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.9754524231s, input_fired_time: 0.5997219682, output_fired_time: 0.5698332191, propagate_forward_time: 20.4043254852, propagate_backward_time: 30.1412010193, weight_update_time: 0.1175657064, other_time: 2.2603721619
epoch time: 4.5727329254s, input_fired_time: 0.0756709576, output_fired_time: 0.0000000000, propagate_forward_time: 4.0905919075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064698219
validation[          , genome  3922] predictions:    9603/  10000 (96.03%), best:    9616/10000 (96.16%), error:      1296.91882, best error:      1209.34827 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.9767227173s, input_fired_time: 0.6018392444, output_fired_time: 0.5720916390, propagate_forward_time: 20.4085807800, propagate_backward_time: 30.1368408203, weight_update_time: 0.1184764057, other_time: 2.2573699951
epoch time: 4.5358500481s, input_fired_time: 0.0736718997, output_fired_time: 0.0000000000, propagate_forward_time: 4.0635328293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986454010
validation[          , genome  3922] predictions:    9576/  10000 (95.76%), best:    9616/10000 (96.16%), error:      1326.50244, best error:      1209.34827 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.1010742188s, input_fired_time: 0.5980199575, output_fired_time: 0.5720419884, propagate_forward_time: 20.4729633331, propagate_backward_time: 30.1909351349, weight_update_time: 0.1180864796, other_time: 2.2671184540
epoch time: 4.5689778328s, input_fired_time: 0.0738577023, output_fired_time: 0.0000000000, propagate_forward_time: 4.0900673866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050526619
validation[          , genome  3922] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1179.60669, best error:      1179.60669 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.2955589294s, input_fired_time: 0.6017424464, output_fired_time: 0.5766913295, propagate_forward_time: 20.5007610321, propagate_backward_time: 30.3492565155, weight_update_time: 0.1184601560, other_time: 2.2671070099
epoch time: 4.5806283951s, input_fired_time: 0.0741310939, output_fired_time: 0.0000000000, propagate_forward_time: 4.1008305550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056668282
validation[          , genome  3922] predictions:    9607/  10000 (96.07%), best:    9653/10000 (96.53%), error:      1330.62439, best error:      1179.60669 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.9962120056s, input_fired_time: 0.5971496701, output_fired_time: 0.5722078085, propagate_forward_time: 20.4108276367, propagate_backward_time: 30.1482944489, weight_update_time: 0.1195916384, other_time: 2.2677326202
epoch time: 4.5493988991s, input_fired_time: 0.0738077611, output_fired_time: 0.0000000000, propagate_forward_time: 4.0724864006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031047821
validation[          , genome  3922] predictions:    9619/  10000 (96.19%), best:    9653/10000 (96.53%), error:      1271.35010, best error:      1179.60669 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.0445594788s, input_fired_time: 0.5979134440, output_fired_time: 0.5731664896, propagate_forward_time: 20.4361019135, propagate_backward_time: 30.2093448639, weight_update_time: 0.1171424389, other_time: 2.2280330658
epoch time: 4.5459160805s, input_fired_time: 0.0735711157, output_fired_time: 0.0000000000, propagate_forward_time: 4.0784807205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938641548
validation[          , genome  3922] predictions:    9610/  10000 (96.10%), best:    9653/10000 (96.53%), error:      1208.02551, best error:      1179.60669 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.0366554260s, input_fired_time: 0.5947448611, output_fired_time: 0.5731657147, propagate_forward_time: 20.4567451477, propagate_backward_time: 30.2130203247, weight_update_time: 0.1176989749, other_time: 2.1989784241
epoch time: 4.5463261604s, input_fired_time: 0.0730581284, output_fired_time: 0.0000000000, propagate_forward_time: 4.0779252052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953428268
validation[          , genome  3922] predictions:    9570/  10000 (95.70%), best:    9653/10000 (96.53%), error:      1346.89746, best error:      1179.60669 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.1109046936s, input_fired_time: 0.5956488252, output_fired_time: 0.5742700696, propagate_forward_time: 20.4544353485, propagate_backward_time: 30.2693347931, weight_update_time: 0.1192755923, other_time: 2.2172145844
epoch time: 4.5655765533s, input_fired_time: 0.0728761405, output_fired_time: 0.0000000000, propagate_forward_time: 4.0952496529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974509239
validation[          , genome  3922] predictions:    9608/  10000 (96.08%), best:    9653/10000 (96.53%), error:      1268.91858, best error:      1179.60669 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.9342994690s, input_fired_time: 0.5926899314, output_fired_time: 0.5747998953, propagate_forward_time: 20.3826923370, propagate_backward_time: 30.1675968170, weight_update_time: 0.1180860177, other_time: 2.2165203094
epoch time: 4.5359330177s, input_fired_time: 0.0732763633, output_fired_time: 0.0000000000, propagate_forward_time: 4.0698661804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927903175
validation[          , genome  3922] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1142.57166, best error:      1142.57166 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 54.0399284363s, input_fired_time: 0.5979072452, output_fired_time: 0.5741031170, propagate_forward_time: 20.3806934357, propagate_backward_time: 30.2385272980, weight_update_time: 0.1179663837, other_time: 2.2486934662
epoch time: 4.5332312584s, input_fired_time: 0.0730756149, output_fired_time: 0.0000000000, propagate_forward_time: 4.0619988441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981566429
validation[          , genome  3922] predictions:    9595/  10000 (95.95%), best:    9645/10000 (96.45%), error:      1275.80176, best error:      1142.57166 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.0090141296s, input_fired_time: 0.6007940173, output_fired_time: 0.5716317892, propagate_forward_time: 20.4787979126, propagate_backward_time: 30.0996837616, weight_update_time: 0.1184605509, other_time: 2.2581043243
epoch time: 4.5406513214s, input_fired_time: 0.0727928355, output_fired_time: 0.0000000000, propagate_forward_time: 4.0659694672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018888474
validation[          , genome  3922] predictions:    9580/  10000 (95.80%), best:    9645/10000 (96.45%), error:      1368.04163, best error:      1142.57166 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.2708320618s, input_fired_time: 0.6025482416, output_fired_time: 0.5744056702, propagate_forward_time: 20.5234241486, propagate_backward_time: 30.2977828979, weight_update_time: 0.1198552474, other_time: 2.2726745605
epoch time: 4.5850157738s, input_fired_time: 0.0735838935, output_fired_time: 0.0000000000, propagate_forward_time: 4.1058397293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055919647
validation[          , genome  3922] predictions:    9604/  10000 (96.04%), best:    9645/10000 (96.45%), error:      1243.56421, best error:      1142.57166 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 54.0166854858s, input_fired_time: 0.6048133373, output_fired_time: 0.5729649663, propagate_forward_time: 20.4159774780, propagate_backward_time: 30.1560344696, weight_update_time: 0.1185635850, other_time: 2.2668972015
epoch time: 4.5533571243s, input_fired_time: 0.0741447657, output_fired_time: 0.0000000000, propagate_forward_time: 4.0732464790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059658051
validation[          , genome  3922] predictions:    9582/  10000 (95.82%), best:    9645/10000 (96.45%), error:      1403.19861, best error:      1142.57166 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 54.1240081787s, input_fired_time: 0.6032347083, output_fired_time: 0.5744831562, propagate_forward_time: 20.4392852783, propagate_backward_time: 30.2427043915, weight_update_time: 0.1190740168, other_time: 2.2643032074
epoch time: 4.5653467178s, input_fired_time: 0.0747094452, output_fired_time: 0.0000000000, propagate_forward_time: 4.0843582153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062790871
validation[          , genome  3922] predictions:    9641/  10000 (96.41%), best:    9645/10000 (96.45%), error:      1147.04028, best error:      1142.57166 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.0803947449s, input_fired_time: 0.6065242290, output_fired_time: 0.5739187598, propagate_forward_time: 20.4245338440, propagate_backward_time: 30.2096500397, weight_update_time: 0.1190406606, other_time: 2.2657680511
epoch time: 4.5453138351s, input_fired_time: 0.0743813813, output_fired_time: 0.0000000000, propagate_forward_time: 4.0626444817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082880020
validation[          , genome  3922] predictions:    9638/  10000 (96.38%), best:    9645/10000 (96.45%), error:      1204.22546, best error:      1142.57166 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.0363731384s, input_fired_time: 0.5946351886, output_fired_time: 0.5723485947, propagate_forward_time: 20.4742050171, propagate_backward_time: 30.1789150238, weight_update_time: 0.1170762032, other_time: 2.2162685394
epoch time: 4.5640444756s, input_fired_time: 0.0737001449, output_fired_time: 0.0000000000, propagate_forward_time: 4.0937762260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965682983
validation[          , genome  3922] predictions:    9630/  10000 (96.30%), best:    9645/10000 (96.45%), error:      1216.26379, best error:      1142.57166 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.9116134644s, input_fired_time: 0.5984033346, output_fired_time: 0.5740833879, propagate_forward_time: 20.3536663055, propagate_backward_time: 30.1271743774, weight_update_time: 0.1178766787, other_time: 2.2582855225
epoch time: 4.5399179459s, input_fired_time: 0.0742831603, output_fired_time: 0.0000000000, propagate_forward_time: 4.0595569611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060778618
validation[          , genome  3922] predictions:    9621/  10000 (96.21%), best:    9645/10000 (96.45%), error:      1222.73218, best error:      1142.57166 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.8340301514s, input_fired_time: 0.5966522694, output_fired_time: 0.5733468533, propagate_forward_time: 20.3577442169, propagate_backward_time: 30.0997066498, weight_update_time: 0.1184348613, other_time: 2.2065830231
epoch time: 4.5383963585s, input_fired_time: 0.0738790408, output_fired_time: 0.0000000000, propagate_forward_time: 4.0569238663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075932503
validation[          , genome  3922] predictions:    9634/  10000 (96.34%), best:    9645/10000 (96.45%), error:      1162.61365, best error:      1142.57166 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.9228706360s, input_fired_time: 0.5964176059, output_fired_time: 0.5709665418, propagate_forward_time: 20.3492755890, propagate_backward_time: 30.1936626434, weight_update_time: 0.1170451343, other_time: 2.2125492096
epoch time: 4.5390033722s, input_fired_time: 0.0723545626, output_fired_time: 0.0000000000, propagate_forward_time: 4.0680727959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985757828
validation[          , genome  3922] predictions:    9628/  10000 (96.28%), best:    9645/10000 (96.45%), error:      1219.74866, best error:      1142.57166 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.1304168701s, input_fired_time: 0.5990892649, output_fired_time: 0.5779060721, propagate_forward_time: 20.4111118317, propagate_backward_time: 30.3278255463, weight_update_time: 0.1182585508, other_time: 2.2144794464
epoch time: 4.5934448242s, input_fired_time: 0.0733955428, output_fired_time: 0.0000000000, propagate_forward_time: 4.1054024696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146466255
validation[          , genome  3922] predictions:    9634/  10000 (96.34%), best:    9645/10000 (96.45%), error:      1164.70422, best error:      1142.57166 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.9017715454s, input_fired_time: 0.5951285958, output_fired_time: 0.5714507103, propagate_forward_time: 20.4067268372, propagate_backward_time: 30.1331024170, weight_update_time: 0.1168750301, other_time: 2.1953659058
epoch time: 4.5466532707s, input_fired_time: 0.0740452260, output_fired_time: 0.0000000000, propagate_forward_time: 4.0744194984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981885910
validation[          , genome  3922] predictions:    9623/  10000 (96.23%), best:    9645/10000 (96.45%), error:      1189.17273, best error:      1142.57166 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.2171974182s, input_fired_time: 0.6018047333, output_fired_time: 0.5782402754, propagate_forward_time: 20.5170917511, propagate_backward_time: 30.3297290802, weight_update_time: 0.1178924665, other_time: 2.1903362274
epoch time: 4.5510425568s, input_fired_time: 0.0745181292, output_fired_time: 0.0000000000, propagate_forward_time: 4.0749449730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015793800
validation[          , genome  3922] predictions:    9624/  10000 (96.24%), best:    9645/10000 (96.45%), error:      1172.83765, best error:      1142.57166 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.9555282593s, input_fired_time: 0.6043335795, output_fired_time: 0.5760142207, propagate_forward_time: 20.3677749634, propagate_backward_time: 30.1510753632, weight_update_time: 0.1188731715, other_time: 2.2563304901
epoch time: 4.5422301292s, input_fired_time: 0.0749973878, output_fired_time: 0.0000000000, propagate_forward_time: 4.0645508766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026818275
validation[          , genome  3922] predictions:    9629/  10000 (96.29%), best:    9645/10000 (96.45%), error:      1199.20728, best error:      1142.57166 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.9911499023s, input_fired_time: 0.5971695781, output_fired_time: 0.5721126795, propagate_forward_time: 20.3957672119, propagate_backward_time: 30.2394123077, weight_update_time: 0.1167707369, other_time: 2.1866893768
epoch time: 4.5506224632s, input_fired_time: 0.0734715909, output_fired_time: 0.0000000000, propagate_forward_time: 4.0832576752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938932419
validation[          , genome  3922] predictions:    9646/  10000 (96.46%), best:    9645/10000 (96.45%), error:      1155.49292, best error:      1142.57166 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.1120719910s, input_fired_time: 0.6045160294, output_fired_time: 0.5724026561, propagate_forward_time: 20.4554805756, propagate_backward_time: 30.2136878967, weight_update_time: 0.1190730706, other_time: 2.2659873962
epoch time: 4.5893869400s, input_fired_time: 0.0751677677, output_fired_time: 0.0000000000, propagate_forward_time: 4.1085095406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057097435
validation[          , genome  3922] predictions:    9627/  10000 (96.27%), best:    9645/10000 (96.45%), error:      1169.86523, best error:      1142.57166 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.9650535583s, input_fired_time: 0.5970596671, output_fired_time: 0.5751526952, propagate_forward_time: 20.3804740906, propagate_backward_time: 30.2174835205, weight_update_time: 0.1184054315, other_time: 2.1948814392
epoch time: 4.5457820892s, input_fired_time: 0.0742967874, output_fired_time: 0.0000000000, propagate_forward_time: 4.0765209198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949642181
validation[          , genome  3922] predictions:    9632/  10000 (96.32%), best:    9645/10000 (96.45%), error:      1181.01855, best error:      1142.57166 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.0631256104s, input_fired_time: 0.6009499431, output_fired_time: 0.5734284520, propagate_forward_time: 20.4391422272, propagate_backward_time: 30.1840324402, weight_update_time: 0.1179732382, other_time: 2.2655754089
epoch time: 4.5511546135s, input_fired_time: 0.0740243047, output_fired_time: 0.0000000000, propagate_forward_time: 4.0725445747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045858383
validation[          , genome  3922] predictions:    9640/  10000 (96.40%), best:    9645/10000 (96.45%), error:      1153.57532, best error:      1142.57166 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.0189666748s, input_fired_time: 0.6083011031, output_fired_time: 0.5714858770, propagate_forward_time: 20.4315528870, propagate_backward_time: 30.1393814087, weight_update_time: 0.1178369597, other_time: 2.2682456970
epoch time: 4.5777544975s, input_fired_time: 0.0750097483, output_fired_time: 0.0000000000, propagate_forward_time: 4.0981788635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045658112
validation[          , genome  3922] predictions:    9570/  10000 (95.70%), best:    9645/10000 (96.45%), error:      1398.70752, best error:      1142.57166 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.5680618286s, input_fired_time: 0.6029334664, output_fired_time: 0.5647416711, propagate_forward_time: 20.2944946289, propagate_backward_time: 29.8429412842, weight_update_time: 0.1178053394, other_time: 2.2629508972
epoch time: 4.5662846565s, input_fired_time: 0.0758166164, output_fired_time: 0.0000000000, propagate_forward_time: 4.0853066444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051613808
validation[          , genome  3922] predictions:    9634/  10000 (96.34%), best:    9645/10000 (96.45%), error:      1209.81628, best error:      1142.57166 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.8765220642s, input_fired_time: 0.6031278372, output_fired_time: 0.5726938248, propagate_forward_time: 20.3456993103, propagate_backward_time: 30.0963611603, weight_update_time: 0.1177071407, other_time: 2.2586421967
epoch time: 4.5476794243s, input_fired_time: 0.0752694756, output_fired_time: 0.0000000000, propagate_forward_time: 4.0700531006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023566246
validation[          , genome  3922] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1134.89673, best error:      1134.89673 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 54.2458381653s, input_fired_time: 0.6069186926, output_fired_time: 0.5749890208, propagate_forward_time: 20.4812278748, propagate_backward_time: 30.3138370514, weight_update_time: 0.1182270199, other_time: 2.2688655853
epoch time: 4.5761647224s, input_fired_time: 0.0744390786, output_fired_time: 0.0000000000, propagate_forward_time: 4.0931367874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085888863
validation[          , genome  3922] predictions:    9596/  10000 (95.96%), best:    9655/10000 (96.55%), error:      1365.96545, best error:      1134.89673 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.0063667297s, input_fired_time: 0.6082249284, output_fired_time: 0.5721063614, propagate_forward_time: 20.4113578796, propagate_backward_time: 30.1518802643, weight_update_time: 0.1188436896, other_time: 2.2627964020
epoch time: 4.5562601089s, input_fired_time: 0.0749089420, output_fired_time: 0.0000000000, propagate_forward_time: 4.0770940781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042572975
validation[          , genome  3922] predictions:    9627/  10000 (96.27%), best:    9655/10000 (96.55%), error:      1177.81519, best error:      1134.89673 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.1043395996s, input_fired_time: 0.6075754762, output_fired_time: 0.5754027963, propagate_forward_time: 20.4355983734, propagate_backward_time: 30.2220134735, weight_update_time: 0.1190692112, other_time: 2.2637500763
epoch time: 4.5681486130s, input_fired_time: 0.0756406710, output_fired_time: 0.0000000000, propagate_forward_time: 4.0887284279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037795067
validation[          , genome  3922] predictions:    9640/  10000 (96.40%), best:    9655/10000 (96.55%), error:      1158.18494, best error:      1134.89673 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.9576988220s, input_fired_time: 0.6054540873, output_fired_time: 0.5687167048, propagate_forward_time: 20.3871231079, propagate_backward_time: 30.1321601868, weight_update_time: 0.1181150004, other_time: 2.2642440796
epoch time: 4.5551671982s, input_fired_time: 0.0745300651, output_fired_time: 0.0000000000, propagate_forward_time: 4.0757021904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049348831
validation[          , genome  3922] predictions:    9637/  10000 (96.37%), best:    9655/10000 (96.55%), error:      1179.61694, best error:      1134.89673 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.2344970703s, input_fired_time: 0.6049440503, output_fired_time: 0.5736453533, propagate_forward_time: 20.4854621887, propagate_backward_time: 30.3158073425, weight_update_time: 0.1201818958, other_time: 2.2546386719
epoch time: 4.5493593216s, input_fired_time: 0.0740452409, output_fired_time: 0.0000000000, propagate_forward_time: 4.0811738968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941402435
validation[          , genome  3922] predictions:    9585/  10000 (95.85%), best:    9655/10000 (96.55%), error:      1274.06812, best error:      1134.89673 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.8257446289s, input_fired_time: 0.5955521464, output_fired_time: 0.5712893009, propagate_forward_time: 20.3858261108, propagate_backward_time: 30.0870590210, weight_update_time: 0.1172093973, other_time: 2.1860198975
epoch time: 4.5361237526s, input_fired_time: 0.0749225914, output_fired_time: 0.0000000000, propagate_forward_time: 4.0697770119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914241791
validation[          , genome  3922] predictions:    9623/  10000 (96.23%), best:    9655/10000 (96.55%), error:      1253.31506, best error:      1134.89673 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 54.1120300293s, input_fired_time: 0.6064968109, output_fired_time: 0.5747236609, propagate_forward_time: 20.4248523712, propagate_backward_time: 30.2356681824, weight_update_time: 0.1196454018, other_time: 2.2702903748
epoch time: 4.5604810715s, input_fired_time: 0.0751135349, output_fired_time: 0.0000000000, propagate_forward_time: 4.0810794830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042882919
validation[          , genome  3922] predictions:    9639/  10000 (96.39%), best:    9655/10000 (96.55%), error:      1172.75464, best error:      1134.89673 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.0044784546s, input_fired_time: 0.6031702161, output_fired_time: 0.5735772252, propagate_forward_time: 20.4170131683, propagate_backward_time: 30.2143783569, weight_update_time: 0.1176507175, other_time: 2.1963424683
epoch time: 4.5507459641s, input_fired_time: 0.0743604749, output_fired_time: 0.0000000000, propagate_forward_time: 4.0824646950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939208984
validation[          , genome  3922] predictions:    9618/  10000 (96.18%), best:    9655/10000 (96.55%), error:      1213.62341, best error:      1134.89673 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.1890907288s, input_fired_time: 0.6089282632, output_fired_time: 0.5750938058, propagate_forward_time: 20.4587688446, propagate_backward_time: 30.2750053406, weight_update_time: 0.1189958751, other_time: 2.2712974548
epoch time: 4.5695037842s, input_fired_time: 0.0756799206, output_fired_time: 0.0000000000, propagate_forward_time: 4.0868163109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070076942
validation[          , genome  3922] predictions:    9576/  10000 (95.76%), best:    9655/10000 (96.55%), error:      1354.27441, best error:      1134.89673 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.7865219116s, input_fired_time: 0.5980684757, output_fired_time: 0.5738718510, propagate_forward_time: 20.3615112305, propagate_backward_time: 30.0582408905, weight_update_time: 0.1169446707, other_time: 2.1948299408
epoch time: 4.5362939835s, input_fired_time: 0.0726463050, output_fired_time: 0.0000000000, propagate_forward_time: 4.0676531792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959946632
validation[          , genome  3922] predictions:    9641/  10000 (96.41%), best:    9655/10000 (96.55%), error:      1180.02368, best error:      1134.89673 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.9679374695s, input_fired_time: 0.6055921912, output_fired_time: 0.5715114474, propagate_forward_time: 20.4050579071, propagate_backward_time: 30.1219711304, weight_update_time: 0.1196001694, other_time: 2.2638092041
epoch time: 4.5624027252s, input_fired_time: 0.0751575157, output_fired_time: 0.0000000000, propagate_forward_time: 4.0835113525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037337303
validation[          , genome  3922] predictions:    9644/  10000 (96.44%), best:    9655/10000 (96.55%), error:      1161.64355, best error:      1134.89673 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.8489112854s, input_fired_time: 0.6020893455, output_fired_time: 0.5738230348, propagate_forward_time: 20.3697414398, propagate_backward_time: 30.1144504547, weight_update_time: 0.1176955551, other_time: 2.1888103485
epoch time: 4.5225853920s, input_fired_time: 0.0755393952, output_fired_time: 0.0000000000, propagate_forward_time: 4.0542149544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928308487
validation[          , genome  3922] predictions:    9571/  10000 (95.71%), best:    9655/10000 (96.55%), error:      1333.85681, best error:      1134.89673 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 54.0787506104s, input_fired_time: 0.6080231667, output_fired_time: 0.5754216313, propagate_forward_time: 20.4159088135, propagate_backward_time: 30.2168064117, weight_update_time: 0.1182756126, other_time: 2.2625904083
epoch time: 4.5621705055s, input_fired_time: 0.0761592314, output_fired_time: 0.0000000000, propagate_forward_time: 4.0826387405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033727646
validation[          , genome  3922] predictions:    9567/  10000 (95.67%), best:    9655/10000 (96.55%), error:      1383.61804, best error:      1134.89673 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 54.1574134827s, input_fired_time: 0.6038730145, output_fired_time: 0.5750626922, propagate_forward_time: 20.4662628174, propagate_backward_time: 30.2829818726, weight_update_time: 0.1193746701, other_time: 2.2292327881
epoch time: 4.5072755814s, input_fired_time: 0.0737380981, output_fired_time: 0.0000000000, propagate_forward_time: 4.0347971916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987402916
validation[          , genome  3922] predictions:    9613/  10000 (96.13%), best:    9655/10000 (96.55%), error:      1227.66699, best error:      1134.89673 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.9933509827s, input_fired_time: 0.6090568900, output_fired_time: 0.5732942224, propagate_forward_time: 20.3791084290, propagate_backward_time: 30.1652107239, weight_update_time: 0.1194759458, other_time: 2.2666778564
epoch time: 4.5495862961s, input_fired_time: 0.0751379207, output_fired_time: 0.0000000000, propagate_forward_time: 4.0675778389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068703651
validation[          , genome  3922] predictions:    9585/  10000 (95.85%), best:    9655/10000 (96.55%), error:      1304.21179, best error:      1134.89673 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.2017974854s, input_fired_time: 0.6046414375, output_fired_time: 0.5736024380, propagate_forward_time: 20.4790496826, propagate_backward_time: 30.3259086609, weight_update_time: 0.1181778163, other_time: 2.2185974121
epoch time: 4.5708637238s, input_fired_time: 0.0756031126, output_fired_time: 0.0000000000, propagate_forward_time: 4.0983443260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969163895
validation[          , genome  3922] predictions:    9621/  10000 (96.21%), best:    9655/10000 (96.55%), error:      1207.21338, best error:      1134.89673 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.1504440308s, input_fired_time: 0.6010794640, output_fired_time: 0.5748965740, propagate_forward_time: 20.4478302002, propagate_backward_time: 30.3110103607, weight_update_time: 0.1178971604, other_time: 2.2156276703
epoch time: 4.5795955658s, input_fired_time: 0.0747769624, output_fired_time: 0.0000000000, propagate_forward_time: 4.1089320183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958864212
validation[          , genome  3922] predictions:    9660/  10000 (96.60%), best:    9655/10000 (96.55%), error:      1152.23950, best error:      1134.89673 on epoch:    83, 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: 22.8356952667s, input_fired_time: 0.3768380880, output_fired_time: 0.0000000000, propagate_forward_time: 20.3602848053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0985717773
best training[          , genome  3922] predictions:   49104/  50000 (98.21%), best:    9655/10000 (96.55%), error:      3379.68921, best error:      1134.89673 on epoch:    83, 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: 4.5512332916s, input_fired_time: 0.0749354511, output_fired_time: 0.0000000000, propagate_forward_time: 4.0693950653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069027901
   testing[          , genome  3922] predictions:    9709/  10000 (97.09%), best:    9655/10000 (96.55%), error:      1001.87024, best error:      1134.89673 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:03:30 (3128): called boinc_finish(0)

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