Nameexact_genome_1512568488_43_1222_0
Workunit2577368
Created6 Dec 2017, 18:36:14 UTC
Sent6 Dec 2017, 18:39:48 UTC
Report deadline8 Dec 2017, 21:28:48 UTC
Received6 Dec 2017, 19:47:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 6 min 45 sec
CPU time1 hours 6 min 39 sec
Validate stateValid
Credit529.34
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.98 MB
Peak swap size151.48 MB
Peak disk usage1.35 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0360717960, output_fired_time: 0.0000000000, propagate_forward_time: 2.6887502670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521084785
validation[          , genome  1222] predictions:    9343/  10000 (93.43%), best:    9343/10000 (93.43%), error:      2283.23071, best error:      2283.23071 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 36.1974182129s, input_fired_time: 0.2930773497, output_fired_time: 0.2767325044, propagate_forward_time: 13.4976625443, propagate_backward_time: 20.1567649841, weight_update_time: 0.0948714316, other_time: 1.9731826782
epoch time: 3.0867192745s, input_fired_time: 0.0353626683, output_fired_time: 0.0000000000, propagate_forward_time: 2.6971926689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541638851
validation[          , genome  1222] predictions:    9341/  10000 (93.41%), best:    9341/10000 (93.41%), error:      2282.23511, best error:      2282.23511 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 36.1509666443s, input_fired_time: 0.2930444181, output_fired_time: 0.2734942734, propagate_forward_time: 13.4968318939, propagate_backward_time: 20.1135463715, weight_update_time: 0.0950580537, other_time: 1.9740486145
epoch time: 3.1224105358s, input_fired_time: 0.0359824784, output_fired_time: 0.0000000000, propagate_forward_time: 2.7436718941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427562714
validation[          , genome  1222] predictions:    9342/  10000 (93.42%), best:    9342/10000 (93.42%), error:      2260.86743, best error:      2260.86743 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 36.1585998535s, input_fired_time: 0.2899002135, output_fired_time: 0.2769804597, propagate_forward_time: 13.6170110703, propagate_backward_time: 20.0584392548, weight_update_time: 0.0944187120, other_time: 1.9162654877
epoch time: 3.1066608429s, input_fired_time: 0.0356779434, output_fired_time: 0.0000000000, propagate_forward_time: 2.7255604267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454225063
validation[          , genome  1222] predictions:    9348/  10000 (93.48%), best:    9348/10000 (93.48%), error:      2224.93970, best error:      2224.93970 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 36.1306762695s, input_fired_time: 0.2895195186, output_fired_time: 0.2753865719, propagate_forward_time: 13.4280033112, propagate_backward_time: 20.1657810211, weight_update_time: 0.0943977162, other_time: 1.9719848633
epoch time: 3.0803594589s, input_fired_time: 0.0363609381, output_fired_time: 0.0000000000, propagate_forward_time: 2.6919634342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520350456
validation[          , genome  1222] predictions:    9310/  10000 (93.10%), best:    9348/10000 (93.48%), error:      2285.99536, best error:      2224.93970 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 36.1849403381s, input_fired_time: 0.2906467617, output_fired_time: 0.2752555907, propagate_forward_time: 13.6130475998, propagate_backward_time: 20.0880184174, weight_update_time: 0.0949649811, other_time: 1.9179706573
epoch time: 3.1089596748s, input_fired_time: 0.0372532681, output_fired_time: 0.0000000000, propagate_forward_time: 2.7084770203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632292747
validation[          , genome  1222] predictions:    9331/  10000 (93.31%), best:    9348/10000 (93.48%), error:      2346.88599, best error:      2224.93970 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 36.1954078674s, input_fired_time: 0.2909094393, output_fired_time: 0.2730998695, propagate_forward_time: 13.5614099503, propagate_backward_time: 20.1278400421, weight_update_time: 0.0943857133, other_time: 1.9421520233
epoch time: 3.1112976074s, input_fired_time: 0.0353088602, output_fired_time: 0.0000000000, propagate_forward_time: 2.7266976833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492910862
validation[          , genome  1222] predictions:    9351/  10000 (93.51%), best:    9351/10000 (93.51%), error:      2221.77734, best error:      2221.77734 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 36.2242507935s, input_fired_time: 0.2919810116, output_fired_time: 0.2774333656, propagate_forward_time: 13.6272859573, propagate_backward_time: 20.0974636078, weight_update_time: 0.0955357030, other_time: 1.9300899506
epoch time: 3.1209266186s, input_fired_time: 0.0355613157, output_fired_time: 0.0000000000, propagate_forward_time: 2.7387971878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465681076
validation[          , genome  1222] predictions:    9352/  10000 (93.52%), best:    9352/10000 (93.52%), error:      2198.54761, best error:      2198.54761 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.2056541443s, input_fired_time: 0.2908300757, output_fired_time: 0.2766768932, propagate_forward_time: 13.5428981781, propagate_backward_time: 20.1830539703, weight_update_time: 0.0941974074, other_time: 1.9121971130
epoch time: 3.0686841011s, input_fired_time: 0.0361755639, output_fired_time: 0.0000000000, propagate_forward_time: 2.6864607334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460478783
validation[          , genome  1222] predictions:    9286/  10000 (92.86%), best:    9352/10000 (93.52%), error:      2391.74976, best error:      2198.54761 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 36.1648406982s, input_fired_time: 0.2941597700, output_fired_time: 0.2769166231, propagate_forward_time: 13.5336875916, propagate_backward_time: 20.1372165680, weight_update_time: 0.0940991640, other_time: 1.9228610992
epoch time: 3.1278946400s, input_fired_time: 0.0361157730, output_fired_time: 0.0000000000, propagate_forward_time: 2.7460935116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456852436
validation[          , genome  1222] predictions:    9374/  10000 (93.74%), best:    9374/10000 (93.74%), error:      2160.44043, best error:      2160.44043 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 36.2002296448s, input_fired_time: 0.2888973653, output_fired_time: 0.2784067988, propagate_forward_time: 13.6178827286, propagate_backward_time: 20.0930271149, weight_update_time: 0.0945626348, other_time: 1.9220142365
epoch time: 3.1420495510s, input_fired_time: 0.0372771993, output_fired_time: 0.0000000000, propagate_forward_time: 2.7532198429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515524864
validation[          , genome  1222] predictions:    9274/  10000 (92.74%), best:    9374/10000 (93.74%), error:      2482.24243, best error:      2160.44043 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 36.2951698303s, input_fired_time: 0.2969857156, output_fired_time: 0.2774752378, propagate_forward_time: 13.6007957458, propagate_backward_time: 20.1583614349, weight_update_time: 0.0953532159, other_time: 1.9615535736
epoch time: 3.0960581303s, input_fired_time: 0.0355100483, output_fired_time: 0.0000000000, propagate_forward_time: 2.7133591175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471889496
validation[          , genome  1222] predictions:    9360/  10000 (93.60%), best:    9374/10000 (93.74%), error:      2189.78979, best error:      2160.44043 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 35.9869918823s, input_fired_time: 0.2935741246, output_fired_time: 0.2730467916, propagate_forward_time: 13.4538326263, propagate_backward_time: 20.0086860657, weight_update_time: 0.0939129516, other_time: 1.9578495026
epoch time: 3.1233758926s, input_fired_time: 0.0363930091, output_fired_time: 0.0000000000, propagate_forward_time: 2.7435648441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434181213
validation[          , genome  1222] predictions:    9326/  10000 (93.26%), best:    9374/10000 (93.74%), error:      2342.46875, best error:      2160.44043 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 36.3110694885s, input_fired_time: 0.2932952046, output_fired_time: 0.2772536278, propagate_forward_time: 13.6996412277, propagate_backward_time: 20.1256790161, weight_update_time: 0.0947748646, other_time: 1.9151992798
epoch time: 3.1262037754s, input_fired_time: 0.0358897783, output_fired_time: 0.0000000000, propagate_forward_time: 2.7454178333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448960781
validation[          , genome  1222] predictions:    9337/  10000 (93.37%), best:    9374/10000 (93.74%), error:      2270.74268, best error:      2160.44043 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 36.1626129150s, input_fired_time: 0.2939034998, output_fired_time: 0.2741160989, propagate_forward_time: 13.5610818863, propagate_backward_time: 20.0964736938, weight_update_time: 0.0942316204, other_time: 1.9370384216
epoch time: 3.1052372456s, input_fired_time: 0.0363566987, output_fired_time: 0.0000000000, propagate_forward_time: 2.7207608223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481197357
validation[          , genome  1222] predictions:    9351/  10000 (93.51%), best:    9374/10000 (93.74%), error:      2179.53149, best error:      2160.44043 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 36.1631317139s, input_fired_time: 0.2915426791, output_fired_time: 0.2764922380, propagate_forward_time: 13.6034288406, propagate_backward_time: 20.0721530914, weight_update_time: 0.0951546505, other_time: 1.9195156097
epoch time: 3.1236078739s, input_fired_time: 0.0366552472, output_fired_time: 0.0000000000, propagate_forward_time: 2.7348065376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521461487
validation[          , genome  1222] predictions:    9363/  10000 (93.63%), best:    9374/10000 (93.74%), error:      2216.39526, best error:      2160.44043 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 36.2622337341s, input_fired_time: 0.2935805321, output_fired_time: 0.2750567794, propagate_forward_time: 13.6337232590, propagate_backward_time: 20.1421661377, weight_update_time: 0.0963634923, other_time: 1.9177093506
epoch time: 3.0789661407s, input_fired_time: 0.0369128399, output_fired_time: 0.0000000000, propagate_forward_time: 2.6883065701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537466526
validation[          , genome  1222] predictions:    9357/  10000 (93.57%), best:    9374/10000 (93.74%), error:      2188.45850, best error:      2160.44043 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 36.3365554810s, input_fired_time: 0.2992467284, output_fired_time: 0.2779841423, propagate_forward_time: 13.6457204819, propagate_backward_time: 20.1324691772, weight_update_time: 0.0972822979, other_time: 1.9811325073
epoch time: 3.0867683887s, input_fired_time: 0.0373143442, output_fired_time: 0.0000000000, propagate_forward_time: 2.6961841583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532698154
validation[          , genome  1222] predictions:    9350/  10000 (93.50%), best:    9374/10000 (93.74%), error:      2205.79492, best error:      2160.44043 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 36.3092155457s, input_fired_time: 0.2974925041, output_fired_time: 0.2761887610, propagate_forward_time: 13.6392612457, propagate_backward_time: 20.1197853088, weight_update_time: 0.0951474011, other_time: 1.9764881134
epoch time: 3.1209428310s, input_fired_time: 0.0361170396, output_fired_time: 0.0000000000, propagate_forward_time: 2.7334523201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513734341
validation[          , genome  1222] predictions:    9356/  10000 (93.56%), best:    9374/10000 (93.74%), error:      2170.66284, best error:      2160.44043 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 36.2855873108s, input_fired_time: 0.2990098596, output_fired_time: 0.2761108279, propagate_forward_time: 13.6343593597, propagate_backward_time: 20.1030902863, weight_update_time: 0.0950298607, other_time: 1.9730148315
epoch time: 3.1163845062s, input_fired_time: 0.0367966257, output_fired_time: 0.0000000000, propagate_forward_time: 2.7301607132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494272232
validation[          , genome  1222] predictions:    9347/  10000 (93.47%), best:    9374/10000 (93.74%), error:      2243.08154, best error:      2160.44043 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 36.2541618347s, input_fired_time: 0.2978256345, output_fired_time: 0.2778754830, propagate_forward_time: 13.6216907501, propagate_backward_time: 20.1086921692, weight_update_time: 0.0953140110, other_time: 1.9480800629
epoch time: 3.1124756336s, input_fired_time: 0.0378662460, output_fired_time: 0.0000000000, propagate_forward_time: 2.7257053852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489038944
validation[          , genome  1222] predictions:    9378/  10000 (93.78%), best:    9378/10000 (93.78%), error:      2145.79443, best error:      2145.79443 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 36.0468101501s, input_fired_time: 0.2930777967, output_fired_time: 0.2696451545, propagate_forward_time: 13.4511251450, propagate_backward_time: 20.0657730103, weight_update_time: 0.0945078731, other_time: 1.9671859741
epoch time: 3.1030890942s, input_fired_time: 0.0374395140, output_fired_time: 0.0000000000, propagate_forward_time: 2.7117779255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538715839
validation[          , genome  1222] predictions:    9335/  10000 (93.35%), best:    9378/10000 (93.78%), error:      2286.69629, best error:      2145.79443 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 35.9579238892s, input_fired_time: 0.2983115017, output_fired_time: 0.2715952396, propagate_forward_time: 13.3981685638, propagate_backward_time: 20.0212993622, weight_update_time: 0.0942410082, other_time: 1.9685478210
epoch time: 3.1208624840s, input_fired_time: 0.0399750546, output_fired_time: 0.0000000000, propagate_forward_time: 2.7330379486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478493690
validation[          , genome  1222] predictions:    9382/  10000 (93.82%), best:    9382/10000 (93.82%), error:      2138.05054, best error:      2138.05054 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 36.4080352783s, input_fired_time: 0.3002923131, output_fired_time: 0.2836746573, propagate_forward_time: 13.6836452484, propagate_backward_time: 20.1798171997, weight_update_time: 0.0952434987, other_time: 1.9606037140
epoch time: 3.1196620464s, input_fired_time: 0.0361157581, output_fired_time: 0.0000000000, propagate_forward_time: 2.7404501438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430962563
validation[          , genome  1222] predictions:    9314/  10000 (93.14%), best:    9382/10000 (93.82%), error:      2328.98657, best error:      2138.05054 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 36.1483650208s, input_fired_time: 0.2966983020, output_fired_time: 0.2721310258, propagate_forward_time: 13.4417781830, propagate_backward_time: 20.1651954651, weight_update_time: 0.0944417566, other_time: 1.9725589752
epoch time: 3.0781373978s, input_fired_time: 0.0365472063, output_fired_time: 0.0000000000, propagate_forward_time: 2.6869921684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545980453
validation[          , genome  1222] predictions:    9361/  10000 (93.61%), best:    9382/10000 (93.82%), error:      2145.71460, best error:      2138.05054 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 36.1974449158s, input_fired_time: 0.2953082919, output_fired_time: 0.2763988972, propagate_forward_time: 13.6034717560, propagate_backward_time: 20.0982055664, weight_update_time: 0.0945173725, other_time: 1.9240627289
epoch time: 3.1043696404s, input_fired_time: 0.0367039554, output_fired_time: 0.0000000000, propagate_forward_time: 2.7203257084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473398685
validation[          , genome  1222] predictions:    9372/  10000 (93.72%), best:    9372/10000 (93.72%), error:      2133.13745, best error:      2133.13745 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 36.1237297058s, input_fired_time: 0.2959095538, output_fired_time: 0.2762491107, propagate_forward_time: 13.5247144699, propagate_backward_time: 20.0834465027, weight_update_time: 0.0952751189, other_time: 1.9434089661
epoch time: 3.1062858105s, input_fired_time: 0.0369047448, output_fired_time: 0.0000000000, propagate_forward_time: 2.7164201736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529608250
validation[          , genome  1222] predictions:    9379/  10000 (93.79%), best:    9379/10000 (93.79%), error:      2098.45728, best error:      2098.45728 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 36.2367324829s, input_fired_time: 0.2955313027, output_fired_time: 0.2779770494, propagate_forward_time: 13.6048669815, propagate_backward_time: 20.1286296844, weight_update_time: 0.0940257236, other_time: 1.9297275543
epoch time: 3.1045763493s, input_fired_time: 0.0368192792, output_fired_time: 0.0000000000, propagate_forward_time: 2.7221119404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456451893
validation[          , genome  1222] predictions:    9371/  10000 (93.71%), best:    9379/10000 (93.79%), error:      2147.85352, best error:      2098.45728 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 36.2276916504s, input_fired_time: 0.2999895215, output_fired_time: 0.2722545862, propagate_forward_time: 13.5862426758, propagate_backward_time: 20.1006355286, weight_update_time: 0.0947980061, other_time: 1.9685707092
epoch time: 3.1219944954s, input_fired_time: 0.0366497226, output_fired_time: 0.0000000000, propagate_forward_time: 2.7342844009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510603905
validation[          , genome  1222] predictions:    9378/  10000 (93.78%), best:    9379/10000 (93.79%), error:      2148.04639, best error:      2098.45728 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 36.2929611206s, input_fired_time: 0.2964869440, output_fired_time: 0.2785847485, propagate_forward_time: 13.6584634781, propagate_backward_time: 20.1332588196, weight_update_time: 0.0952976719, other_time: 1.9261703491
epoch time: 3.1275622845s, input_fired_time: 0.0376970582, output_fired_time: 0.0000000000, propagate_forward_time: 2.7448301315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450350761
validation[          , genome  1222] predictions:    9387/  10000 (93.87%), best:    9379/10000 (93.79%), error:      2113.64941, best error:      2098.45728 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 36.2466506958s, input_fired_time: 0.2996407151, output_fired_time: 0.2782976031, propagate_forward_time: 13.5812044144, propagate_backward_time: 20.1046257019, weight_update_time: 0.0955634490, other_time: 1.9828834534
epoch time: 3.1317751408s, input_fired_time: 0.0366979614, output_fired_time: 0.0000000000, propagate_forward_time: 2.7402358055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548414707
validation[          , genome  1222] predictions:    9377/  10000 (93.77%), best:    9379/10000 (93.79%), error:      2110.81152, best error:      2098.45728 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 36.3085403442s, input_fired_time: 0.2950926721, output_fired_time: 0.2780494690, propagate_forward_time: 13.6622762680, propagate_backward_time: 20.1475563049, weight_update_time: 0.0957756862, other_time: 1.9255638123
epoch time: 3.0961914063s, input_fired_time: 0.0363797732, output_fired_time: 0.0000000000, propagate_forward_time: 2.7120735645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477380276
validation[          , genome  1222] predictions:    9338/  10000 (93.38%), best:    9379/10000 (93.79%), error:      2198.94263, best error:      2098.45728 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 36.1618614197s, input_fired_time: 0.2949523330, output_fired_time: 0.2728950381, propagate_forward_time: 13.5064363480, propagate_backward_time: 20.1523685455, weight_update_time: 0.0937202647, other_time: 1.9352092743
epoch time: 3.0702672005s, input_fired_time: 0.0367094874, output_fired_time: 0.0000000000, propagate_forward_time: 2.6875958443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459618092
validation[          , genome  1222] predictions:    9333/  10000 (93.33%), best:    9379/10000 (93.79%), error:      2288.89575, best error:      2098.45728 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 36.2451095581s, input_fired_time: 0.2973480821, output_fired_time: 0.2764920592, propagate_forward_time: 13.6123056412, propagate_backward_time: 20.1202907562, weight_update_time: 0.0946643353, other_time: 1.9386730194
epoch time: 3.1240985394s, input_fired_time: 0.0381930247, output_fired_time: 0.0000000000, propagate_forward_time: 2.7364854813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494200706
validation[          , genome  1222] predictions:    9370/  10000 (93.70%), best:    9379/10000 (93.79%), error:      2133.97656, best error:      2098.45728 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 36.2721633911s, input_fired_time: 0.2976303995, output_fired_time: 0.2752785683, propagate_forward_time: 13.6500263214, propagate_backward_time: 20.1174392700, weight_update_time: 0.0953396112, other_time: 1.9317874908
epoch time: 3.0947687626s, input_fired_time: 0.0368564501, output_fired_time: 0.0000000000, propagate_forward_time: 2.7075014114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504109383
validation[          , genome  1222] predictions:    9389/  10000 (93.89%), best:    9389/10000 (93.89%), error:      2089.96606, best error:      2089.96606 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 36.1810684204s, input_fired_time: 0.2983719707, output_fired_time: 0.2737543583, propagate_forward_time: 13.4884614944, propagate_backward_time: 20.1529712677, weight_update_time: 0.0949858427, other_time: 1.9675121307
epoch time: 3.0748765469s, input_fired_time: 0.0372712091, output_fired_time: 0.0000000000, propagate_forward_time: 2.6858210564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517842293
validation[          , genome  1222] predictions:    9357/  10000 (93.57%), best:    9389/10000 (93.89%), error:      2108.41284, best error:      2089.96606 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 36.2415657043s, input_fired_time: 0.2961739600, output_fired_time: 0.2750046849, propagate_forward_time: 13.5400514603, propagate_backward_time: 20.1607780457, weight_update_time: 0.0950371101, other_time: 1.9695587158
epoch time: 3.0988543034s, input_fired_time: 0.0369845740, output_fired_time: 0.0000000000, propagate_forward_time: 2.7071690559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547005653
validation[          , genome  1222] predictions:    9398/  10000 (93.98%), best:    9389/10000 (93.89%), error:      2112.22290, best error:      2089.96606 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 36.1384887695s, input_fired_time: 0.2944359779, output_fired_time: 0.2752030790, propagate_forward_time: 13.5600128174, propagate_backward_time: 20.0946712494, weight_update_time: 0.0951165929, other_time: 1.9141635895
epoch time: 3.0780863762s, input_fired_time: 0.0367923975, output_fired_time: 0.0000000000, propagate_forward_time: 2.6934843063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478097916
validation[          , genome  1222] predictions:    9396/  10000 (93.96%), best:    9396/10000 (93.96%), error:      2074.74854, best error:      2074.74854 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 36.1481208801s, input_fired_time: 0.2958810925, output_fired_time: 0.2765564024, propagate_forward_time: 13.5553989410, propagate_backward_time: 20.1000041962, weight_update_time: 0.0934025124, other_time: 1.9202804565
epoch time: 3.0854547024s, input_fired_time: 0.0371563137, output_fired_time: 0.0000000000, propagate_forward_time: 2.7002973557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480010033
validation[          , genome  1222] predictions:    9384/  10000 (93.84%), best:    9396/10000 (93.96%), error:      2126.18213, best error:      2074.74854 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 36.3260955811s, input_fired_time: 0.3017487526, output_fired_time: 0.2754958272, propagate_forward_time: 13.6383857727, propagate_backward_time: 20.1406402588, weight_update_time: 0.0956702083, other_time: 1.9698219299
epoch time: 3.1058590412s, input_fired_time: 0.0370042250, output_fired_time: 0.0000000000, propagate_forward_time: 2.7159504890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529043198
validation[          , genome  1222] predictions:    9384/  10000 (93.84%), best:    9396/10000 (93.96%), error:      2093.00903, best error:      2074.74854 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 36.1606369019s, input_fired_time: 0.3000785708, output_fired_time: 0.2706865370, propagate_forward_time: 13.4898176193, propagate_backward_time: 20.1308536530, weight_update_time: 0.0940047130, other_time: 1.9691982269
epoch time: 3.0789122581s, input_fired_time: 0.0370926857, output_fired_time: 0.0000000000, propagate_forward_time: 2.6888964176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529231548
validation[          , genome  1222] predictions:    9393/  10000 (93.93%), best:    9396/10000 (93.96%), error:      2093.47070, best error:      2074.74854 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 36.1645393372s, input_fired_time: 0.2948149145, output_fired_time: 0.2741644382, propagate_forward_time: 13.5660724640, propagate_backward_time: 20.1192855835, weight_update_time: 0.0941478983, other_time: 1.9102001190
epoch time: 3.1177542210s, input_fired_time: 0.0380354039, output_fired_time: 0.0000000000, propagate_forward_time: 2.7301070690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496117592
validation[          , genome  1222] predictions:    9377/  10000 (93.77%), best:    9396/10000 (93.96%), error:      2087.66187, best error:      2074.74854 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 36.2938919067s, input_fired_time: 0.2999229729, output_fired_time: 0.2777318954, propagate_forward_time: 13.6151552200, propagate_backward_time: 20.1304073334, weight_update_time: 0.0959012732, other_time: 1.9706745148
epoch time: 3.1276903152s, input_fired_time: 0.0382472388, output_fired_time: 0.0000000000, propagate_forward_time: 2.7370193005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524236679
validation[          , genome  1222] predictions:    9390/  10000 (93.90%), best:    9396/10000 (93.96%), error:      2132.71191, best error:      2074.74854 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 36.1182136536s, input_fired_time: 0.2965385616, output_fired_time: 0.2772189081, propagate_forward_time: 13.6001462936, propagate_backward_time: 20.0322513580, weight_update_time: 0.0950747356, other_time: 1.9120578766
epoch time: 3.1173841953s, input_fired_time: 0.0374450907, output_fired_time: 0.0000000000, propagate_forward_time: 2.7179939747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619451523
validation[          , genome  1222] predictions:    9379/  10000 (93.79%), best:    9396/10000 (93.96%), error:      2100.03931, best error:      2074.74854 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 36.1794013977s, input_fired_time: 0.3001255095, output_fired_time: 0.2712773085, propagate_forward_time: 13.5209112167, propagate_backward_time: 20.1191997528, weight_update_time: 0.0952361822, other_time: 1.9678859711
epoch time: 3.0794396400s, input_fired_time: 0.0377991572, output_fired_time: 0.0000000000, propagate_forward_time: 2.6894807816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521597385
validation[          , genome  1222] predictions:    9373/  10000 (93.73%), best:    9396/10000 (93.96%), error:      2165.72754, best error:      2074.74854 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 36.2455062866s, input_fired_time: 0.2998916507, output_fired_time: 0.2756608725, propagate_forward_time: 13.6161575317, propagate_backward_time: 20.0839176178, weight_update_time: 0.0958722457, other_time: 1.9698772430
epoch time: 3.0966250896s, input_fired_time: 0.0371631347, output_fired_time: 0.0000000000, propagate_forward_time: 2.7044508457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550112247
validation[          , genome  1222] predictions:    9388/  10000 (93.88%), best:    9396/10000 (93.96%), error:      2100.66919, best error:      2074.74854 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.1220512390s, input_fired_time: 0.2962357998, output_fired_time: 0.2733125687, propagate_forward_time: 13.5143241882, propagate_backward_time: 20.1306533813, weight_update_time: 0.0936925113, other_time: 1.9075279236
epoch time: 3.1089594364s, input_fired_time: 0.0368795171, output_fired_time: 0.0000000000, propagate_forward_time: 2.7222981453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497817516
validation[          , genome  1222] predictions:    9388/  10000 (93.88%), best:    9396/10000 (93.96%), error:      2129.60913, best error:      2074.74854 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 36.0547714233s, input_fired_time: 0.2984321415, output_fired_time: 0.2738150954, propagate_forward_time: 13.4744377136, propagate_backward_time: 20.0457687378, weight_update_time: 0.0949884653, other_time: 1.9623184204
epoch time: 3.0860400200s, input_fired_time: 0.0371858142, output_fired_time: 0.0000000000, propagate_forward_time: 2.6950070858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538470268
validation[          , genome  1222] predictions:    9361/  10000 (93.61%), best:    9396/10000 (93.96%), error:      2156.10938, best error:      2074.74854 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 36.2025794983s, input_fired_time: 0.3001655340, output_fired_time: 0.2746906281, propagate_forward_time: 13.5444631577, propagate_backward_time: 20.1131057739, weight_update_time: 0.0951153114, other_time: 1.9701538086
epoch time: 3.1169714928s, input_fired_time: 0.0372165143, output_fired_time: 0.0000000000, propagate_forward_time: 2.7175896168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621654510
validation[          , genome  1222] predictions:    9377/  10000 (93.77%), best:    9396/10000 (93.96%), error:      2104.15869, best error:      2074.74854 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 36.3592414856s, input_fired_time: 0.3008909523, output_fired_time: 0.2767126560, propagate_forward_time: 13.6549863815, propagate_backward_time: 20.1497268677, weight_update_time: 0.0964664221, other_time: 1.9769210815
epoch time: 3.1186044216s, input_fired_time: 0.0370499529, output_fired_time: 0.0000000000, propagate_forward_time: 2.7337341309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478202820
validation[          , genome  1222] predictions:    9349/  10000 (93.49%), best:    9396/10000 (93.96%), error:      2168.96069, best error:      2074.74854 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 36.2934989929s, input_fired_time: 0.3003694117, output_fired_time: 0.2785912752, propagate_forward_time: 13.6634855270, propagate_backward_time: 20.1012248993, weight_update_time: 0.0963809863, other_time: 1.9498271942
epoch time: 3.1077957153s, input_fired_time: 0.0369717889, output_fired_time: 0.0000000000, propagate_forward_time: 2.7251839638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456399441
validation[          , genome  1222] predictions:    9389/  10000 (93.89%), best:    9389/10000 (93.89%), error:      2058.50122, best error:      2058.50122 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 36.2099380493s, input_fired_time: 0.3052391708, output_fired_time: 0.2755567431, propagate_forward_time: 13.5997581482, propagate_backward_time: 20.1121273041, weight_update_time: 0.0971023962, other_time: 1.9172534943
epoch time: 3.1335492134s, input_fired_time: 0.0374467857, output_fired_time: 0.0000000000, propagate_forward_time: 2.7464258671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496766090
validation[          , genome  1222] predictions:    9391/  10000 (93.91%), best:    9391/10000 (93.91%), error:      2055.96143, best error:      2055.96143 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 36.0433082581s, input_fired_time: 0.2952931225, output_fired_time: 0.2717398405, propagate_forward_time: 13.4438161850, propagate_backward_time: 20.1290092468, weight_update_time: 0.0938253477, other_time: 1.9034500122
epoch time: 3.0879263878s, input_fired_time: 0.0375257954, output_fired_time: 0.0000000000, propagate_forward_time: 2.7036197186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467807770
validation[          , genome  1222] predictions:    9374/  10000 (93.74%), best:    9391/10000 (93.91%), error:      2134.87598, best error:      2055.96143 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 36.3786849976s, input_fired_time: 0.3037439585, output_fired_time: 0.2782568932, propagate_forward_time: 13.6588764191, propagate_backward_time: 20.1550216675, weight_update_time: 0.0970383361, other_time: 1.9827861786
epoch time: 3.1278665066s, input_fired_time: 0.0372049809, output_fired_time: 0.0000000000, propagate_forward_time: 2.7399277687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507337570
validation[          , genome  1222] predictions:    9394/  10000 (93.94%), best:    9391/10000 (93.91%), error:      2068.58203, best error:      2055.96143 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 36.3570938110s, input_fired_time: 0.2976162732, output_fired_time: 0.2774394751, propagate_forward_time: 13.7153444290, propagate_backward_time: 20.1511669159, weight_update_time: 0.0944221243, other_time: 1.9155292511
epoch time: 3.1308858395s, input_fired_time: 0.0376761369, output_fired_time: 0.0000000000, propagate_forward_time: 2.7475354671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456742764
validation[          , genome  1222] predictions:    9404/  10000 (94.04%), best:    9391/10000 (93.91%), error:      2083.59277, best error:      2055.96143 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.0569763184s, input_fired_time: 0.3043129444, output_fired_time: 0.2786602676, propagate_forward_time: 14.0829267502, propagate_backward_time: 20.4314994812, weight_update_time: 0.0957680568, other_time: 1.9595756531
epoch time: 3.0985651016s, input_fired_time: 0.0372789018, output_fired_time: 0.0000000000, propagate_forward_time: 2.7143323421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469538689
validation[          , genome  1222] predictions:    9382/  10000 (93.82%), best:    9391/10000 (93.91%), error:      2072.50269, best error:      2055.96143 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 37.0094718933s, input_fired_time: 0.3044776618, output_fired_time: 0.2765079141, propagate_forward_time: 13.8236064911, propagate_backward_time: 20.6226596832, weight_update_time: 0.0956689268, other_time: 1.9822196960
epoch time: 3.0801420212s, input_fired_time: 0.0374189876, output_fired_time: 0.0000000000, propagate_forward_time: 2.6883170605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544058800
validation[          , genome  1222] predictions:    9379/  10000 (93.79%), best:    9391/10000 (93.91%), error:      2101.99780, best error:      2055.96143 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 36.2991294861s, input_fired_time: 0.3045272827, output_fired_time: 0.2766897678, propagate_forward_time: 13.6570529938, propagate_backward_time: 20.0956707001, weight_update_time: 0.0959325358, other_time: 1.9651870728
epoch time: 3.1198818684s, input_fired_time: 0.0369256362, output_fired_time: 0.0000000000, propagate_forward_time: 2.7388072014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441491127
validation[          , genome  1222] predictions:    9378/  10000 (93.78%), best:    9391/10000 (93.91%), error:      2095.55200, best error:      2055.96143 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 36.1215248108s, input_fired_time: 0.3014476895, output_fired_time: 0.2701773047, propagate_forward_time: 13.4484653473, propagate_backward_time: 20.1363182068, weight_update_time: 0.0941141546, other_time: 1.9651165009
epoch time: 3.0901637077s, input_fired_time: 0.0380571820, output_fired_time: 0.0000000000, propagate_forward_time: 2.6950531006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570535183
validation[          , genome  1222] predictions:    9375/  10000 (93.75%), best:    9391/10000 (93.91%), error:      2122.06006, best error:      2055.96143 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 36.3675994873s, input_fired_time: 0.3029110432, output_fired_time: 0.2764994502, propagate_forward_time: 13.6554803848, propagate_backward_time: 20.1591587067, weight_update_time: 0.0955603644, other_time: 1.9735507965
epoch time: 3.1205949783s, input_fired_time: 0.0386385135, output_fired_time: 0.0000000000, propagate_forward_time: 2.7335674763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483889103
validation[          , genome  1222] predictions:    9379/  10000 (93.79%), best:    9391/10000 (93.91%), error:      2110.66309, best error:      2055.96143 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 36.1575584412s, input_fired_time: 0.2997885644, output_fired_time: 0.2750155628, propagate_forward_time: 13.5888528824, propagate_backward_time: 20.0356121063, weight_update_time: 0.0959337801, other_time: 1.9582881927
epoch time: 3.1172838211s, input_fired_time: 0.0383540392, output_fired_time: 0.0000000000, propagate_forward_time: 2.7301931381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487367630
validation[          , genome  1222] predictions:    9392/  10000 (93.92%), best:    9391/10000 (93.91%), error:      2072.18555, best error:      2055.96143 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 36.2813072205s, input_fired_time: 0.2991683185, output_fired_time: 0.2776848972, propagate_forward_time: 13.6441564560, propagate_backward_time: 20.1302757263, weight_update_time: 0.0947761536, other_time: 1.9300231934
epoch time: 3.1180021763s, input_fired_time: 0.0368850715, output_fired_time: 0.0000000000, propagate_forward_time: 2.7188031673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623139858
validation[          , genome  1222] predictions:    9375/  10000 (93.75%), best:    9391/10000 (93.91%), error:      2071.76563, best error:      2055.96143 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 36.2626113892s, input_fired_time: 0.3023006916, output_fired_time: 0.2755742073, propagate_forward_time: 13.6085042953, propagate_backward_time: 20.1057090759, weight_update_time: 0.0957389176, other_time: 1.9705238342
epoch time: 3.1263315678s, input_fired_time: 0.0388819836, output_fired_time: 0.0000000000, propagate_forward_time: 2.7389144897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485350609
validation[          , genome  1222] predictions:    9387/  10000 (93.87%), best:    9391/10000 (93.91%), error:      2117.69482, best error:      2055.96143 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 36.2946052551s, input_fired_time: 0.2997958958, output_fired_time: 0.2773647904, propagate_forward_time: 13.6686277390, propagate_backward_time: 20.1188774109, weight_update_time: 0.0953293964, other_time: 1.9299354553
epoch time: 3.0954728127s, input_fired_time: 0.0370401107, output_fired_time: 0.0000000000, propagate_forward_time: 2.7164182663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420145512
validation[          , genome  1222] predictions:    9376/  10000 (93.76%), best:    9391/10000 (93.91%), error:      2094.94897, best error:      2055.96143 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 36.2284469604s, input_fired_time: 0.3034889996, output_fired_time: 0.2761889994, propagate_forward_time: 13.5607109070, propagate_backward_time: 20.1205730438, weight_update_time: 0.0943379477, other_time: 1.9674854279
epoch time: 3.1225576401s, input_fired_time: 0.0374903418, output_fired_time: 0.0000000000, propagate_forward_time: 2.7348768711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501904011
validation[          , genome  1222] predictions:    9386/  10000 (93.86%), best:    9391/10000 (93.91%), error:      2099.39697, best error:      2055.96143 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 36.1354255676s, input_fired_time: 0.3033367693, output_fired_time: 0.2727997899, propagate_forward_time: 13.4545297623, propagate_backward_time: 20.1407833099, weight_update_time: 0.0945152044, other_time: 1.9639759064
epoch time: 3.1091537476s, input_fired_time: 0.0383155793, output_fired_time: 0.0000000000, propagate_forward_time: 2.7129058838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579323292
validation[          , genome  1222] predictions:    9392/  10000 (93.92%), best:    9391/10000 (93.91%), error:      2073.58105, best error:      2055.96143 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 36.3077507019s, input_fired_time: 0.3039566875, output_fired_time: 0.2764070034, propagate_forward_time: 13.5909347534, propagate_backward_time: 20.1714057922, weight_update_time: 0.0947536379, other_time: 1.9650497437
epoch time: 3.1332547665s, input_fired_time: 0.0380174629, output_fired_time: 0.0000000000, propagate_forward_time: 2.7430493832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521878719
validation[          , genome  1222] predictions:    9363/  10000 (93.63%), best:    9391/10000 (93.91%), error:      2156.73975, best error:      2055.96143 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 36.1675186157s, input_fired_time: 0.3014886379, output_fired_time: 0.2763796747, propagate_forward_time: 13.4795427322, propagate_backward_time: 20.1456737518, weight_update_time: 0.0940841734, other_time: 1.9644374847
epoch time: 3.0906703472s, input_fired_time: 0.0379247814, output_fired_time: 0.0000000000, propagate_forward_time: 2.7002587318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524868488
validation[          , genome  1222] predictions:    9384/  10000 (93.84%), best:    9391/10000 (93.91%), error:      2066.73877, best error:      2055.96143 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 36.2644996643s, input_fired_time: 0.3041567802, output_fired_time: 0.2734655142, propagate_forward_time: 13.6356563568, propagate_backward_time: 20.0776100159, weight_update_time: 0.0958359390, other_time: 1.9736118317
epoch time: 3.1129686832s, input_fired_time: 0.0380174257, output_fired_time: 0.0000000000, propagate_forward_time: 2.7115507126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634004593
validation[          , genome  1222] predictions:    9375/  10000 (93.75%), best:    9391/10000 (93.91%), error:      2153.38672, best error:      2055.96143 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 36.1338577271s, input_fired_time: 0.2939143181, output_fired_time: 0.2654659152, propagate_forward_time: 13.4550046921, propagate_backward_time: 20.1870708466, weight_update_time: 0.0956617147, other_time: 1.9324016571
epoch time: 3.1056687832s, input_fired_time: 0.0367919467, output_fired_time: 0.0000000000, propagate_forward_time: 2.7201614380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487153053
validation[          , genome  1222] predictions:    9350/  10000 (93.50%), best:    9391/10000 (93.91%), error:      2154.49658, best error:      2055.96143 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 35.9625854492s, input_fired_time: 0.2889700830, output_fired_time: 0.2680199444, propagate_forward_time: 13.4788131714, propagate_backward_time: 19.9971961975, weight_update_time: 0.0952546671, other_time: 1.9295845032
epoch time: 3.1262655258s, input_fired_time: 0.0376360044, output_fired_time: 0.0000000000, propagate_forward_time: 2.7274034023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612260818
validation[          , genome  1222] predictions:    9353/  10000 (93.53%), best:    9391/10000 (93.91%), error:      2149.37939, best error:      2055.96143 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 36.1736869812s, input_fired_time: 0.3011868298, output_fired_time: 0.2707309723, propagate_forward_time: 13.4873104095, propagate_backward_time: 20.1466732025, weight_update_time: 0.0944797024, other_time: 1.9677848816
epoch time: 3.0727763176s, input_fired_time: 0.0376945212, output_fired_time: 0.0000000000, propagate_forward_time: 2.6844799519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506019115
validation[          , genome  1222] predictions:    9346/  10000 (93.46%), best:    9391/10000 (93.91%), error:      2193.53809, best error:      2055.96143 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 36.1571311951s, input_fired_time: 0.3002347648, output_fired_time: 0.2731230855, propagate_forward_time: 13.5249595642, propagate_backward_time: 20.1479167938, weight_update_time: 0.0941491202, other_time: 1.9108943939
epoch time: 3.0607705116s, input_fired_time: 0.0377338342, output_fired_time: 0.0000000000, propagate_forward_time: 2.6764426231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465940952
validation[          , genome  1222] predictions:    9384/  10000 (93.84%), best:    9391/10000 (93.91%), error:      2102.49878, best error:      2055.96143 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.2984504700s, input_fired_time: 0.3034933507, output_fired_time: 0.2760434449, propagate_forward_time: 13.6189899445, propagate_backward_time: 20.1347846985, weight_update_time: 0.0957855731, other_time: 1.9651393890
epoch time: 3.1164751053s, input_fired_time: 0.0373950973, output_fired_time: 0.0000000000, propagate_forward_time: 2.7242753506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548047543
validation[          , genome  1222] predictions:    9368/  10000 (93.68%), best:    9391/10000 (93.91%), error:      2124.10645, best error:      2055.96143 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 36.1175460815s, input_fired_time: 0.2977778614, output_fired_time: 0.2735395730, propagate_forward_time: 13.5406293869, propagate_backward_time: 20.0977783203, weight_update_time: 0.0938373134, other_time: 1.9078178406
epoch time: 3.1128435135s, input_fired_time: 0.0373438150, output_fired_time: 0.0000000000, propagate_forward_time: 2.7263190746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491806984
validation[          , genome  1222] predictions:    9376/  10000 (93.76%), best:    9391/10000 (93.91%), error:      2107.40649, best error:      2055.96143 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 36.2557983398s, input_fired_time: 0.3048450947, output_fired_time: 0.2754031420, propagate_forward_time: 13.5480957031, propagate_backward_time: 20.1596050262, weight_update_time: 0.0945050046, other_time: 1.9678516388
epoch time: 3.1089453697s, input_fired_time: 0.0379828624, output_fired_time: 0.0000000000, propagate_forward_time: 2.7212319374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497304916
validation[          , genome  1222] predictions:    9388/  10000 (93.88%), best:    9391/10000 (93.91%), error:      2077.77344, best error:      2055.96143 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 36.2253494263s, input_fired_time: 0.3062044084, output_fired_time: 0.2760340273, propagate_forward_time: 13.6008892059, propagate_backward_time: 20.0686283112, weight_update_time: 0.0956322551, other_time: 1.9735908508
epoch time: 3.1114494801s, input_fired_time: 0.0385774374, output_fired_time: 0.0000000000, propagate_forward_time: 2.7223830223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504891396
validation[          , genome  1222] predictions:    9378/  10000 (93.78%), best:    9391/10000 (93.91%), error:      2081.82324, best error:      2055.96143 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 36.2015953064s, input_fired_time: 0.3043434024, output_fired_time: 0.2739346027, propagate_forward_time: 13.5355377197, propagate_backward_time: 20.1216926575, weight_update_time: 0.0940868109, other_time: 1.9660873413
epoch time: 3.0849699974s, input_fired_time: 0.0380379632, output_fired_time: 0.0000000000, propagate_forward_time: 2.6932964325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536355495
validation[          , genome  1222] predictions:    9391/  10000 (93.91%), best:    9391/10000 (93.91%), error:      2075.07642, best error:      2055.96143 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 36.4308166504s, input_fired_time: 0.3065652847, output_fired_time: 0.2766649425, propagate_forward_time: 13.7161245346, propagate_backward_time: 20.1670513153, weight_update_time: 0.0955475792, other_time: 1.9644107819
epoch time: 3.1313583851s, input_fired_time: 0.0387397707, output_fired_time: 0.0000000000, propagate_forward_time: 2.7367248535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558938503
validation[          , genome  1222] predictions:    9377/  10000 (93.77%), best:    9391/10000 (93.91%), error:      2092.24658, best error:      2055.96143 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 36.2158126831s, input_fired_time: 0.3022719920, output_fired_time: 0.2766512632, propagate_forward_time: 13.6210451126, propagate_backward_time: 20.0971908569, weight_update_time: 0.0948598757, other_time: 1.9186553955
epoch time: 3.1042373180s, input_fired_time: 0.0376219042, output_fired_time: 0.0000000000, propagate_forward_time: 2.7185466290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480687141
validation[          , genome  1222] predictions:    9371/  10000 (93.71%), best:    9391/10000 (93.91%), error:      2123.51416, best error:      2055.96143 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 36.2720642090s, input_fired_time: 0.3055067658, output_fired_time: 0.2755976319, propagate_forward_time: 13.6320171356, propagate_backward_time: 20.1062240601, weight_update_time: 0.0949368030, other_time: 1.9527187347
epoch time: 3.0723078251s, input_fired_time: 0.0375462882, output_fired_time: 0.0000000000, propagate_forward_time: 2.6888573170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459041119
validation[          , genome  1222] predictions:    9385/  10000 (93.85%), best:    9391/10000 (93.91%), error:      2091.45532, best error:      2055.96143 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 36.2101554871s, input_fired_time: 0.3048584163, output_fired_time: 0.2739565372, propagate_forward_time: 13.5557718277, propagate_backward_time: 20.1174011230, weight_update_time: 0.0951866508, other_time: 1.9581680298
epoch time: 3.1324450970s, input_fired_time: 0.0386090800, output_fired_time: 0.0000000000, propagate_forward_time: 2.7390527725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547832966
validation[          , genome  1222] predictions:    9393/  10000 (93.93%), best:    9393/10000 (93.93%), error:      2049.73291, best error:      2049.73291 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 35.9541320801s, input_fired_time: 0.2982134819, output_fired_time: 0.2729358673, propagate_forward_time: 13.4028034210, propagate_backward_time: 20.0745182037, weight_update_time: 0.0947680920, other_time: 1.9056587219
epoch time: 3.0662202835s, input_fired_time: 0.0377859287, output_fired_time: 0.0000000000, propagate_forward_time: 2.6830523014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453819752
validation[          , genome  1222] predictions:    9347/  10000 (93.47%), best:    9393/10000 (93.93%), error:      2165.58398, best error:      2049.73291 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 36.2288322449s, input_fired_time: 0.3038978875, output_fired_time: 0.2747759223, propagate_forward_time: 13.6026020050, propagate_backward_time: 20.1192932129, weight_update_time: 0.0946437791, other_time: 1.9282627106
epoch time: 3.0534000397s, input_fired_time: 0.0381255411, output_fired_time: 0.0000000000, propagate_forward_time: 2.6649498940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503246307
validation[          , genome  1222] predictions:    9390/  10000 (93.90%), best:    9393/10000 (93.93%), error:      2068.54419, best error:      2049.73291 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 36.1659431458s, input_fired_time: 0.3023208380, output_fired_time: 0.2713764906, propagate_forward_time: 13.5050220490, propagate_backward_time: 20.1143264771, weight_update_time: 0.0944156572, other_time: 1.9728946686
epoch time: 3.0740056038s, input_fired_time: 0.0383062027, output_fired_time: 0.0000000000, propagate_forward_time: 2.6835782528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521211147
validation[          , genome  1222] predictions:    9380/  10000 (93.80%), best:    9393/10000 (93.93%), error:      2083.95142, best error:      2049.73291 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 35.9267005920s, input_fired_time: 0.3006987274, output_fired_time: 0.2738458812, propagate_forward_time: 13.4789352417, propagate_backward_time: 19.9645347595, weight_update_time: 0.0949299484, other_time: 1.9086875916
epoch time: 3.0683224201s, input_fired_time: 0.0380614363, output_fired_time: 0.0000000000, propagate_forward_time: 2.6835424900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467185497
validation[          , genome  1222] predictions:    9390/  10000 (93.90%), best:    9393/10000 (93.93%), error:      2084.81616, best error:      2049.73291 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 36.2405967712s, input_fired_time: 0.3037460744, output_fired_time: 0.2761096954, propagate_forward_time: 13.6330156326, propagate_backward_time: 20.0888595581, weight_update_time: 0.0953699127, other_time: 1.9388694763
epoch time: 3.1116359234s, input_fired_time: 0.0390665308, output_fired_time: 0.0000000000, propagate_forward_time: 2.7176718712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548974991
validation[          , genome  1222] predictions:    9359/  10000 (93.59%), best:    9393/10000 (93.93%), error:      2169.04980, best error:      2049.73291 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 15.4613809586s, input_fired_time: 0.1905676425, output_fired_time: 0.0000000000, propagate_forward_time: 13.4661502838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8046627045
best training[          , genome  1222] predictions:   47678/  50000 (95.36%), best:    9393/10000 (93.93%), error:      8444.09863, best error:      2049.73291 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.0742254257s, input_fired_time: 0.0378940068, output_fired_time: 0.0000000000, propagate_forward_time: 2.6859631538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503682613
   testing[          , genome  1222] predictions:    9456/  10000 (94.56%), best:    9393/10000 (93.93%), error:      1910.20239, best error:      2049.73291 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:46:39 (4540): called boinc_finish(0)

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