Nameexact_genome_1542031203_186_5589_3
Workunit4081201
Created26 Jun 2019, 9:52:06 UTC
Sent26 Jun 2019, 9:52:43 UTC
Report deadline17 Oct 2019, 5:38:04 UTC
Received29 Jun 2019, 2:57:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID102605
Run time2 days 13 hours 9 min 28 sec
CPU time2 days 10 hours 26 min 12 sec
Validate stateValid
Credit28,205.79
Device peak FLOPS4.13 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size541.79 MB
Peak swap size545.37 MB
Peak disk usage7.88 MB

Stderr output

<core_client_version>7.11.0</core_client_version>
<![CDATA[
<stderr_txt>
ropagate_backward_time: 1125.0878906250, weight_update_time: 0.7275735736, other_time: 23.5278320312
epoch time: 153.3945007324s, input_fired_time: 1.4190897942, output_fired_time: 0.0000000000, propagate_forward_time: 148.2037811279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7716369629
validation[          , genome  5589] predictions:    5541/  10000 (55.41%), best:    5664/10000 (56.64%), error:     12953.20117, best error:     12655.49805 on epoch:     0, epoch:   15/100, mu: 0.8098328710, learning_rate: 0.0000606080, weight_decay: 0.0002292846

epoch time: 1952.4157714844s, input_fired_time: 27.8431339264, output_fired_time: 10.2432708740, propagate_forward_time: 763.7470092773, propagate_backward_time: 1127.1004638672, weight_update_time: 0.7478175163, other_time: 23.4818115234
epoch time: 149.9393157959s, input_fired_time: 1.2692751884, output_fired_time: 0.0000000000, propagate_forward_time: 145.2789306641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3911132812
validation[          , genome  5589] predictions:    5435/  10000 (54.35%), best:    5664/10000 (56.64%), error:     13265.85156, best error:     12655.49805 on epoch:     0, epoch:   16/100, mu: 0.8207045794, learning_rate: 0.0000568319, weight_decay: 0.0002186410

epoch time: 2003.3132324219s, input_fired_time: 27.8925399780, output_fired_time: 9.5400867462, propagate_forward_time: 795.2138061523, propagate_backward_time: 1149.2142333984, weight_update_time: 0.6787514687, other_time: 21.4525146484
epoch time: 155.2196350098s, input_fired_time: 1.2610006332, output_fired_time: 0.0000000000, propagate_forward_time: 150.5894165039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3692169189
validation[          , genome  5589] predictions:    5527/  10000 (55.27%), best:    5664/10000 (56.64%), error:     13049.77148, best error:     12655.49805 on epoch:     0, epoch:   17/100, mu: 0.8309202790, learning_rate: 0.0000532911, weight_decay: 0.0002084915

epoch time: 1964.9810791016s, input_fired_time: 27.3542289734, output_fired_time: 9.4232282639, propagate_forward_time: 777.4263916016, propagate_backward_time: 1130.1007080078, weight_update_time: 0.6560828686, other_time: 20.6765136719
epoch time: 162.5585784912s, input_fired_time: 1.3854873180, output_fired_time: 0.0000000000, propagate_forward_time: 157.6006164551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5724792480
validation[          , genome  5589] predictions:    5691/  10000 (56.91%), best:    5664/10000 (56.64%), error:     12797.16699, best error:     12655.49805 on epoch:     0, epoch:   18/100, mu: 0.8405195475, learning_rate: 0.0000499709, weight_decay: 0.0001988131

epoch time: 2000.3969726562s, input_fired_time: 27.4776458740, output_fired_time: 9.5411806107, propagate_forward_time: 788.2822265625, propagate_backward_time: 1154.1124267578, weight_update_time: 0.6597765684, other_time: 20.9835205078
epoch time: 158.7262725830s, input_fired_time: 1.2882767916, output_fired_time: 0.0000000000, propagate_forward_time: 154.2375488281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2004394531
validation[          , genome  5589] predictions:    5598/  10000 (55.98%), best:    5664/10000 (56.64%), error:     12980.24609, best error:     12655.49805 on epoch:     0, epoch:   19/100, mu: 0.8495395780, learning_rate: 0.0000468575, weight_decay: 0.0001895840

epoch time: 2004.4645996094s, input_fired_time: 27.7815780640, output_fired_time: 9.4027528763, propagate_forward_time: 787.9516601562, propagate_backward_time: 1158.2945556641, weight_update_time: 0.6474001408, other_time: 21.0340576172
epoch time: 158.2617340088s, input_fired_time: 1.3568660021, output_fired_time: 0.0000000000, propagate_forward_time: 153.4877166748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4171447754
validation[          , genome  5589] predictions:    5540/  10000 (55.40%), best:    5664/10000 (56.64%), error:     12859.53613, best error:     12655.49805 on epoch:     0, epoch:   20/100, mu: 0.8580152988, learning_rate: 0.0000439381, weight_decay: 0.0001807834

epoch time: 2033.2968750000s, input_fired_time: 27.8489589691, output_fired_time: 9.7103786469, propagate_forward_time: 800.9443969727, propagate_backward_time: 1173.3255615234, weight_update_time: 0.6765233874, other_time: 21.4676513672
epoch time: 162.0602111816s, input_fired_time: 1.3360404968, output_fired_time: 0.0000000000, propagate_forward_time: 157.2939147949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4302520752
validation[          , genome  5589] predictions:    5627/  10000 (56.27%), best:    5664/10000 (56.64%), error:     12729.20703, best error:     12655.49805 on epoch:     0, epoch:   21/100, mu: 0.8659796119, learning_rate: 0.0000412006, weight_decay: 0.0001723912

epoch time: 1963.9144287109s, input_fired_time: 27.5473423004, output_fired_time: 9.4781332016, propagate_forward_time: 776.7352905273, propagate_backward_time: 1129.7310791016, weight_update_time: 0.6609829068, other_time: 20.4224853516
epoch time: 162.0485992432s, input_fired_time: 1.3248050213, output_fired_time: 0.0000000000, propagate_forward_time: 157.4158020020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3079986572
validation[          , genome  5589] predictions:    5595/  10000 (55.95%), best:    5664/10000 (56.64%), error:     12682.52148, best error:     12655.49805 on epoch:     0, epoch:   22/100, mu: 0.8734633327, learning_rate: 0.0000386337, weight_decay: 0.0001643887

epoch time: 1992.7823486328s, input_fired_time: 27.7725067139, output_fired_time: 9.3981714249, propagate_forward_time: 787.9032592773, propagate_backward_time: 1146.4476318359, weight_update_time: 0.6668464541, other_time: 21.2608642578
epoch time: 166.1376495361s, input_fired_time: 1.4242346287, output_fired_time: 0.0000000000, propagate_forward_time: 161.0151824951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6982269287
validation[          , genome  5589] predictions:    5764/  10000 (57.64%), best:    5764/10000 (57.64%), error:     12443.12012, best error:     12443.12012 on epoch:    23, epoch:   23/100, mu: 0.8804954290, learning_rate: 0.0000362267, weight_decay: 0.0001567576

epoch time: 2001.1124267578s, input_fired_time: 27.6464023590, output_fired_time: 9.5642852783, propagate_forward_time: 793.0765991211, propagate_backward_time: 1150.1517333984, weight_update_time: 0.6842266321, other_time: 20.6734619141
epoch time: 163.7810821533s, input_fired_time: 1.3539694548, output_fired_time: 0.0000000000, propagate_forward_time: 158.8506164551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5764923096
validation[          , genome  5589] predictions:    5647/  10000 (56.47%), best:    5764/10000 (57.64%), error:     12584.73926, best error:     12443.12012 on epoch:    23, epoch:   24/100, mu: 0.8871032000, learning_rate: 0.0000339696, weight_decay: 0.0001494808

epoch time: 2009.3685302734s, input_fired_time: 27.6551570892, output_fired_time: 9.4860000610, propagate_forward_time: 790.0099487305, propagate_backward_time: 1160.9737548828, weight_update_time: 0.6936514378, other_time: 21.2437744141
epoch time: 149.9857025146s, input_fired_time: 1.3074407578, output_fired_time: 0.0000000000, propagate_forward_time: 145.1754913330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5027770996
validation[          , genome  5589] predictions:    5749/  10000 (57.49%), best:    5764/10000 (57.64%), error:     12467.18750, best error:     12443.12012 on epoch:    23, epoch:   25/100, mu: 0.8933122754, learning_rate: 0.0000318532, weight_decay: 0.0001425417

epoch time: 2028.9770507812s, input_fired_time: 27.9066677094, output_fired_time: 9.4924106598, propagate_forward_time: 805.8141479492, propagate_backward_time: 1163.3240966797, weight_update_time: 0.6982909441, other_time: 22.4398193359
epoch time: 165.0494384766s, input_fired_time: 1.3976435661, output_fired_time: 0.0000000000, propagate_forward_time: 159.9934082031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6583862305
validation[          , genome  5589] predictions:    5815/  10000 (58.15%), best:    5815/10000 (58.15%), error:     12431.18848, best error:     12431.18848 on epoch:    26, epoch:   26/100, mu: 0.8991466761, learning_rate: 0.0000298686, weight_decay: 0.0001359248

epoch time: 2035.3676757812s, input_fired_time: 28.4164505005, output_fired_time: 9.8078460693, propagate_forward_time: 806.5062866211, propagate_backward_time: 1166.6575927734, weight_update_time: 0.7364889979, other_time: 23.9793701172
epoch time: 152.5547180176s, input_fired_time: 1.3820213079, output_fired_time: 0.0000000000, propagate_forward_time: 147.6305694580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5421295166
validation[          , genome  5589] predictions:    5659/  10000 (56.59%), best:    5815/10000 (58.15%), error:     12627.99023, best error:     12431.18848 on epoch:    26, epoch:   27/100, mu: 0.9046289921, learning_rate: 0.0000280077, weight_decay: 0.0001296151

epoch time: 1967.2187500000s, input_fired_time: 27.6978931427, output_fired_time: 9.2927408218, propagate_forward_time: 783.7139892578, propagate_backward_time: 1123.5982666016, weight_update_time: 0.7228338718, other_time: 22.9158935547
epoch time: 162.4277343750s, input_fired_time: 1.3805729151, output_fired_time: 0.0000000000, propagate_forward_time: 157.4041748047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6429901123
validation[          , genome  5589] predictions:    5838/  10000 (58.38%), best:    5838/10000 (58.38%), error:     12246.45117, best error:     12246.45117 on epoch:    28, epoch:   28/100, mu: 0.9097805023, learning_rate: 0.0000262627, weight_decay: 0.0001235982

epoch time: 2009.9719238281s, input_fired_time: 27.6659603119, output_fired_time: 9.3860454559, propagate_forward_time: 795.9318847656, propagate_backward_time: 1154.6781005859, weight_update_time: 0.6922192574, other_time: 22.3099365234
epoch time: 160.4771575928s, input_fired_time: 1.3432317972, output_fired_time: 0.0000000000, propagate_forward_time: 155.6358947754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4980316162
validation[          , genome  5589] predictions:    5847/  10000 (58.47%), best:    5847/10000 (58.47%), error:     12155.24512, best error:     12155.24512 on epoch:    29, epoch:   29/100, mu: 0.9146211743, learning_rate: 0.0000246265, weight_decay: 0.0001178607

epoch time: 1989.9681396484s, input_fired_time: 27.4084930420, output_fired_time: 9.3580789566, propagate_forward_time: 786.8022460938, propagate_backward_time: 1144.0213623047, weight_update_time: 0.6969333291, other_time: 22.3780517578
epoch time: 159.3977508545s, input_fired_time: 1.3792629242, output_fired_time: 0.0000000000, propagate_forward_time: 154.4043121338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6141815186
validation[          , genome  5589] predictions:    5749/  10000 (57.49%), best:    5847/10000 (58.47%), error:     12458.38086, best error:     12155.24512 on epoch:    29, epoch:   30/100, mu: 0.9191697240, learning_rate: 0.0000230922, weight_decay: 0.0001123895

epoch time: 2081.9094238281s, input_fired_time: 28.8925743103, output_fired_time: 9.8726396561, propagate_forward_time: 828.9716796875, propagate_backward_time: 1190.3359375000, weight_update_time: 0.7572313547, other_time: 23.8365478516
epoch time: 179.6675109863s, input_fired_time: 1.4797756672, output_fired_time: 0.0000000000, propagate_forward_time: 174.3618164062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8259124756
validation[          , genome  5589] predictions:    5826/  10000 (58.26%), best:    5847/10000 (58.47%), error:     12177.35840, best error:     12155.24512 on epoch:    29, epoch:   31/100, mu: 0.9234437943, learning_rate: 0.0000216534, weight_decay: 0.0001071722

epoch time: 2089.7653808594s, input_fired_time: 28.9868183136, output_fired_time: 9.8746528625, propagate_forward_time: 832.0045776367, propagate_backward_time: 1195.6726074219, weight_update_time: 0.7314582467, other_time: 23.2265625000
epoch time: 175.9502410889s, input_fired_time: 1.5591582060, output_fired_time: 0.0000000000, propagate_forward_time: 170.2417602539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1493225098
validation[          , genome  5589] predictions:    5848/  10000 (58.48%), best:    5848/10000 (58.48%), error:     12140.25684, best error:     12140.25684 on epoch:    32, epoch:   32/100, mu: 0.9274599552, learning_rate: 0.0000203044, weight_decay: 0.0001021972

epoch time: 2031.7559814453s, input_fired_time: 28.4144439697, output_fired_time: 9.5227813721, propagate_forward_time: 808.9458618164, propagate_backward_time: 1162.2236328125, weight_update_time: 0.7093272805, other_time: 22.6491699219
epoch time: 178.0838775635s, input_fired_time: 1.5174243450, output_fired_time: 0.0000000000, propagate_forward_time: 172.6907958984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8756561279
validation[          , genome  5589] predictions:    5591/  10000 (55.91%), best:    5848/10000 (58.48%), error:     12665.96582, best error:     12140.25684 on epoch:    32, epoch:   33/100, mu: 0.9312337637, learning_rate: 0.0000190393, weight_decay: 0.0000974531

epoch time: 2054.3972167969s, input_fired_time: 28.1927871704, output_fired_time: 9.6789922714, propagate_forward_time: 816.2839965820, propagate_backward_time: 1176.9171142578, weight_update_time: 0.7614338398, other_time: 23.3243408203
epoch time: 169.5950622559s, input_fired_time: 1.4389100075, output_fired_time: 0.0000000000, propagate_forward_time: 164.2824096680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8737487793
validation[          , genome  5589] predictions:    5838/  10000 (58.38%), best:    5848/10000 (58.48%), error:     12325.27637, best error:     12140.25684 on epoch:    32, epoch:   34/100, mu: 0.9347798824, learning_rate: 0.0000178531, weight_decay: 0.0000929292

epoch time: 2045.9152832031s, input_fired_time: 28.2499217987, output_fired_time: 9.5744762421, propagate_forward_time: 808.5247192383, propagate_backward_time: 1177.5002441406, weight_update_time: 0.6908972859, other_time: 22.0659179688
epoch time: 157.7494812012s, input_fired_time: 1.3100153208, output_fired_time: 0.0000000000, propagate_forward_time: 153.0663909912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3730773926
validation[          , genome  5589] predictions:    5849/  10000 (58.49%), best:    5848/10000 (58.48%), error:     12159.62207, best error:     12140.25684 on epoch:    32, epoch:   35/100, mu: 0.9381120205, learning_rate: 0.0000167408, weight_decay: 0.0000886154

epoch time: 1968.2774658203s, input_fired_time: 27.1239604950, output_fired_time: 9.3561611176, propagate_forward_time: 778.2538452148, propagate_backward_time: 1133.4949951172, weight_update_time: 0.6566630006, other_time: 20.0484619141
epoch time: 156.5585784912s, input_fired_time: 1.3059633970, output_fired_time: 0.0000000000, propagate_forward_time: 151.9459838867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3066253662
validation[          , genome  5589] predictions:    5737/  10000 (57.37%), best:    5848/10000 (58.48%), error:     12304.04395, best error:     12140.25684 on epoch:    32, epoch:   36/100, mu: 0.9412430525, learning_rate: 0.0000156978, weight_decay: 0.0000845018

epoch time: 1954.8048095703s, input_fired_time: 27.1033687592, output_fired_time: 9.1964950562, propagate_forward_time: 771.9233398438, propagate_backward_time: 1126.3449707031, weight_update_time: 0.6503576636, other_time: 20.2365722656
epoch time: 153.4577178955s, input_fired_time: 1.2770475149, output_fired_time: 0.0000000000, propagate_forward_time: 149.0387420654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1419219971
validation[          , genome  5589] predictions:    5809/  10000 (58.09%), best:    5848/10000 (58.48%), error:     12377.95898, best error:     12140.25684 on epoch:    32, epoch:   37/100, mu: 0.9441851974, learning_rate: 0.0000147198, weight_decay: 0.0000805791

epoch time: 1951.1806640625s, input_fired_time: 27.0264854431, output_fired_time: 9.2620830536, propagate_forward_time: 771.6226806641, propagate_backward_time: 1123.9019775391, weight_update_time: 0.6326404214, other_time: 19.3674316406
epoch time: 164.2193450928s, input_fired_time: 1.3377881050, output_fired_time: 0.0000000000, propagate_forward_time: 159.5945129395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2870483398
validation[          , genome  5589] predictions:    5916/  10000 (59.16%), best:    5916/10000 (59.16%), error:     12093.42188, best error:     12093.42188 on epoch:    38, epoch:   38/100, mu: 0.9469497800, learning_rate: 0.0000138027, weight_decay: 0.0000768386

epoch time: 1983.5655517578s, input_fired_time: 27.3350162506, output_fired_time: 9.3256349564, propagate_forward_time: 783.0950317383, propagate_backward_time: 1142.8846435547, weight_update_time: 0.6344382763, other_time: 20.9251708984
epoch time: 161.0182647705s, input_fired_time: 1.3702609539, output_fired_time: 0.0000000000, propagate_forward_time: 156.1270904541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5209197998
validation[          , genome  5589] predictions:    5778/  10000 (57.78%), best:    5916/10000 (59.16%), error:     12363.51465, best error:     12093.42188 on epoch:    38, epoch:   39/100, mu: 0.9495475292, learning_rate: 0.0000129427, weight_decay: 0.0000732717

epoch time: 1995.9046630859s, input_fired_time: 27.7320461273, output_fired_time: 9.4683361053, propagate_forward_time: 785.3315429688, propagate_backward_time: 1152.6562500000, weight_update_time: 0.6568523049, other_time: 20.7164306641
epoch time: 167.4461212158s, input_fired_time: 1.3901523352, output_fired_time: 0.0000000000, propagate_forward_time: 162.6970825195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3588867188
validation[          , genome  5589] predictions:    5920/  10000 (59.20%), best:    5920/10000 (59.20%), error:     11953.04883, best error:     11953.04883 on epoch:    40, epoch:   40/100, mu: 0.9519885182, learning_rate: 0.0000121363, weight_decay: 0.0000698703

epoch time: 1999.3625488281s, input_fired_time: 27.7677001953, output_fired_time: 9.4845266342, propagate_forward_time: 790.6065673828, propagate_backward_time: 1150.5371093750, weight_update_time: 0.6602120399, other_time: 20.9666748047
epoch time: 160.6138916016s, input_fired_time: 1.3911640644, output_fired_time: 0.0000000000, propagate_forward_time: 155.4657440186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7569885254
validation[          , genome  5589] predictions:    5859/  10000 (58.59%), best:    5920/10000 (59.20%), error:     12094.71582, best error:     11953.04883 on epoch:    40, epoch:   41/100, mu: 0.9542822242, learning_rate: 0.0000113802, weight_decay: 0.0000666269

epoch time: 2012.0539550781s, input_fired_time: 27.6439247131, output_fired_time: 9.5175809860, propagate_forward_time: 795.7570800781, propagate_backward_time: 1158.2114257812, weight_update_time: 0.6655922532, other_time: 20.9239501953
epoch time: 162.3964385986s, input_fired_time: 1.3523101807, output_fired_time: 0.0000000000, propagate_forward_time: 157.5104370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5336914062
validation[          , genome  5589] predictions:    5851/  10000 (58.51%), best:    5920/10000 (59.20%), error:     12174.31641, best error:     11953.04883 on epoch:    40, epoch:   42/100, mu: 0.9564375281, learning_rate: 0.0000106712, weight_decay: 0.0000635340

epoch time: 2046.9880371094s, input_fired_time: 28.1246871948, output_fired_time: 9.7200212479, propagate_forward_time: 809.3112182617, propagate_backward_time: 1178.0906982422, weight_update_time: 0.6826902628, other_time: 21.7415771484
epoch time: 169.0995025635s, input_fired_time: 1.4185750484, output_fired_time: 0.0000000000, propagate_forward_time: 163.9602661133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7206573486
validation[          , genome  5589] predictions:    5902/  10000 (59.02%), best:    5920/10000 (59.20%), error:     12016.48633, best error:     11953.04883 on epoch:    40, epoch:   43/100, mu: 0.9584627748, learning_rate: 0.0000100063, weight_decay: 0.0000605847

epoch time: 2053.1032714844s, input_fired_time: 28.2996425629, output_fired_time: 9.8352489471, propagate_forward_time: 814.7380981445, propagate_backward_time: 1177.6386718750, weight_update_time: 0.7229288816, other_time: 22.5915527344
epoch time: 167.1429901123s, input_fired_time: 1.4300538301, output_fired_time: 0.0000000000, propagate_forward_time: 161.9998779297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7130584717
validation[          , genome  5589] predictions:    5924/  10000 (59.24%), best:    5924/10000 (59.24%), error:     11947.97852, best error:     11947.97852 on epoch:    44, epoch:   44/100, mu: 0.9603658319, learning_rate: 0.0000093829, weight_decay: 0.0000577723

epoch time: 2004.4167480469s, input_fired_time: 27.7137336731, output_fired_time: 9.4628791809, propagate_forward_time: 794.1876220703, propagate_backward_time: 1151.3175048828, weight_update_time: 0.6975111961, other_time: 21.7349853516
epoch time: 167.7490539551s, input_fired_time: 1.4271037579, output_fired_time: 0.0000000000, propagate_forward_time: 162.7244262695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5975189209
validation[          , genome  5589] predictions:    6037/  10000 (60.37%), best:    6037/10000 (60.37%), error:     11801.28418, best error:     11801.28418 on epoch:    45, epoch:   45/100, mu: 0.9621540308, learning_rate: 0.0000087983, weight_decay: 0.0000550904

epoch time: 2070.2692871094s, input_fired_time: 28.7478675842, output_fired_time: 9.9054965973, propagate_forward_time: 822.2625732422, propagate_backward_time: 1185.8818359375, weight_update_time: 0.7420615554, other_time: 23.4714355469
epoch time: 166.4143524170s, input_fired_time: 1.5288805962, output_fired_time: 0.0000000000, propagate_forward_time: 160.8197631836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0657043457
validation[          , genome  5589] predictions:    5914/  10000 (59.14%), best:    6037/10000 (60.37%), error:     12037.02246, best error:     11801.28418 on epoch:    45, epoch:   46/100, mu: 0.9638343453, learning_rate: 0.0000082501, weight_decay: 0.0000525331

epoch time: 1995.7446289062s, input_fired_time: 27.8576831818, output_fired_time: 9.4621067047, propagate_forward_time: 793.0219116211, propagate_backward_time: 1141.6513671875, weight_update_time: 0.7572293878, other_time: 23.7514648438
epoch time: 181.4694671631s, input_fired_time: 1.5193620920, output_fired_time: 0.0000000000, propagate_forward_time: 176.0179595947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9321441650
validation[          , genome  5589] predictions:    5952/  10000 (59.52%), best:    6037/10000 (60.37%), error:     11826.21289, best error:     11801.28418 on epoch:    45, epoch:   47/100, mu: 0.9654132724, learning_rate: 0.0000077361, weight_decay: 0.0000500945

epoch time: 1993.2835693359s, input_fired_time: 27.6860103607, output_fired_time: 9.5718202591, propagate_forward_time: 792.1845703125, propagate_backward_time: 1141.0234375000, weight_update_time: 0.7099433541, other_time: 22.8177490234
epoch time: 162.5030212402s, input_fired_time: 1.5320966244, output_fired_time: 0.0000000000, propagate_forward_time: 156.9170227051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0539093018
validation[          , genome  5589] predictions:    5942/  10000 (59.42%), best:    6037/10000 (60.37%), error:     11834.63574, best error:     11801.28418 on epoch:    45, epoch:   48/100, mu: 0.9668968916, learning_rate: 0.0000072541, weight_decay: 0.0000477690

epoch time: 2078.6306152344s, input_fired_time: 28.9190673828, output_fired_time: 9.8927717209, propagate_forward_time: 827.5317382812, propagate_backward_time: 1188.2788085938, weight_update_time: 0.7672896385, other_time: 24.0080566406
epoch time: 150.8250885010s, input_fired_time: 1.3522077799, output_fired_time: 0.0000000000, propagate_forward_time: 145.8332366943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6396484375
validation[          , genome  5589] predictions:    5901/  10000 (59.01%), best:    6037/10000 (60.37%), error:     11922.19336, best error:     11801.28418 on epoch:    45, epoch:   49/100, mu: 0.9682909846, learning_rate: 0.0000068022, weight_decay: 0.0000455515

epoch time: 2059.0822753906s, input_fired_time: 28.7676887512, output_fired_time: 9.8513021469, propagate_forward_time: 823.6040039062, propagate_backward_time: 1172.9694824219, weight_update_time: 0.7579548955, other_time: 23.8897705078
epoch time: 180.8722839355s, input_fired_time: 1.5606371164, output_fired_time: 0.0000000000, propagate_forward_time: 175.3176422119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9940032959
validation[          , genome  5589] predictions:    6007/  10000 (60.07%), best:    6007/10000 (60.07%), error:     11687.59375, best error:     11687.59375 on epoch:    50, epoch:   50/100, mu: 0.9696009755, learning_rate: 0.0000063784, weight_decay: 0.0000434370

epoch time: 2036.3371582031s, input_fired_time: 28.5303306580, output_fired_time: 9.7401075363, propagate_forward_time: 814.2576293945, propagate_backward_time: 1160.0446777344, weight_update_time: 0.7617230415, other_time: 23.7644042969
epoch time: 172.1507263184s, input_fired_time: 1.5365034342, output_fired_time: 0.0000000000, propagate_forward_time: 166.4811553955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1330718994
validation[          , genome  5589] predictions:    5928/  10000 (59.28%), best:    6007/10000 (60.07%), error:     11919.12598, best error:     11687.59375 on epoch:    50, epoch:   51/100, mu: 0.9708319306, learning_rate: 0.0000059810, weight_decay: 0.0000414206

epoch time: 2103.9780273438s, input_fired_time: 29.4124813080, output_fired_time: 10.0966463089, propagate_forward_time: 841.9241943359, propagate_backward_time: 1198.2026367188, weight_update_time: 0.7852757573, other_time: 24.3419189453
epoch time: 152.5287170410s, input_fired_time: 1.4042751789, output_fired_time: 0.0000000000, propagate_forward_time: 147.4532775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6711578369
validation[          , genome  5589] predictions:    5913/  10000 (59.13%), best:    6007/10000 (60.07%), error:     11888.14062, best error:     11687.59375 on epoch:    50, epoch:   52/100, mu: 0.9719885588, learning_rate: 0.0000056084, weight_decay: 0.0000394978

epoch time: 2043.1759033203s, input_fired_time: 28.6778011322, output_fired_time: 9.7056970596, propagate_forward_time: 815.7025146484, propagate_backward_time: 1165.6170654297, weight_update_time: 0.7505053282, other_time: 23.4727783203
epoch time: 170.4001007080s, input_fired_time: 1.4822523594, output_fired_time: 0.0000000000, propagate_forward_time: 165.1329345703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7849121094
validation[          , genome  5589] predictions:    6037/  10000 (60.37%), best:    6007/10000 (60.07%), error:     11727.10352, best error:     11687.59375 on epoch:    50, epoch:   53/100, mu: 0.9730753899, learning_rate: 0.0000052589, weight_decay: 0.0000376643

epoch time: 2084.1865234375s, input_fired_time: 28.9290618896, output_fired_time: 9.8716993332, propagate_forward_time: 828.7998046875, propagate_backward_time: 1193.4047851562, weight_update_time: 0.7154515982, other_time: 23.1812744141
epoch time: 180.7637481689s, input_fired_time: 1.5992752314, output_fired_time: 0.0000000000, propagate_forward_time: 175.1220855713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0423889160
validation[          , genome  5589] predictions:    5964/  10000 (59.64%), best:    6007/10000 (60.07%), error:     11829.66699, best error:     11687.59375 on epoch:    50, epoch:   54/100, mu: 0.9740966558, learning_rate: 0.0000049313, weight_decay: 0.0000359159

epoch time: 2069.1257324219s, input_fired_time: 29.0473728180, output_fired_time: 9.9803838730, propagate_forward_time: 824.4351806641, propagate_backward_time: 1182.0300292969, weight_update_time: 0.7643235326, other_time: 23.6328125000
epoch time: 157.7374420166s, input_fired_time: 1.8800232410, output_fired_time: 0.0000000000, propagate_forward_time: 151.2497406006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6076812744
validation[          , genome  5589] predictions:    5957/  10000 (59.57%), best:    6007/10000 (60.07%), error:     11825.14258, best error:     11687.59375 on epoch:    50, epoch:   55/100, mu: 0.9750562906, learning_rate: 0.0000046240, weight_decay: 0.0000342486

epoch time: 2108.6594238281s, input_fired_time: 30.1194782257, output_fired_time: 10.9168109894, propagate_forward_time: 837.0832519531, propagate_backward_time: 1204.5808105469, weight_update_time: 0.8300037980, other_time: 25.9592285156
epoch time: 180.3122711182s, input_fired_time: 1.5430719852, output_fired_time: 0.0000000000, propagate_forward_time: 174.8585968018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9105987549
validation[          , genome  5589] predictions:    6068/  10000 (60.68%), best:    6068/10000 (60.68%), error:     11609.16016, best error:     11609.16016 on epoch:    56, epoch:   56/100, mu: 0.9759580493, learning_rate: 0.0000043360, weight_decay: 0.0000326588

epoch time: 2136.5944824219s, input_fired_time: 29.9500427246, output_fired_time: 9.9885263443, propagate_forward_time: 857.2095947266, propagate_backward_time: 1215.5091552734, weight_update_time: 0.7565749884, other_time: 23.9372558594
epoch time: 178.1607666016s, input_fired_time: 1.5674837828, output_fired_time: 0.0000000000, propagate_forward_time: 172.8307495117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7625274658
validation[          , genome  5589] predictions:    5997/  10000 (59.97%), best:    6068/10000 (60.68%), error:     11836.60547, best error:     11609.16016 on epoch:    56, epoch:   57/100, mu: 0.9768053889, learning_rate: 0.0000040658, weight_decay: 0.0000311427

epoch time: 2095.4394531250s, input_fired_time: 29.4811439514, output_fired_time: 10.0665712357, propagate_forward_time: 833.0186157227, propagate_backward_time: 1198.7965087891, weight_update_time: 0.7464510202, other_time: 24.0765380859
epoch time: 171.3965301514s, input_fired_time: 1.4838999510, output_fired_time: 0.0000000000, propagate_forward_time: 166.2128753662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6997528076
validation[          , genome  5589] predictions:    6046/  10000 (60.46%), best:    6068/10000 (60.68%), error:     11725.62305, best error:     11609.16016 on epoch:    56, epoch:   58/100, mu: 0.9776015878, learning_rate: 0.0000038125, weight_decay: 0.0000296971

epoch time: 1993.9658203125s, input_fired_time: 28.4064731598, output_fired_time: 9.3356389999, propagate_forward_time: 793.1712646484, propagate_backward_time: 1140.4423828125, weight_update_time: 0.6992468238, other_time: 22.6099853516
epoch time: 165.7091217041s, input_fired_time: 1.4433990717, output_fired_time: 0.0000000000, propagate_forward_time: 160.5078277588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7578887939
validation[          , genome  5589] predictions:    6023/  10000 (60.23%), best:    6068/10000 (60.68%), error:     11752.10840, best error:     11609.16016 on epoch:    56, epoch:   59/100, mu: 0.9783497453, learning_rate: 0.0000035750, weight_decay: 0.0000283185

epoch time: 2067.2492675781s, input_fired_time: 29.2915496826, output_fired_time: 9.8520803452, propagate_forward_time: 821.3958740234, propagate_backward_time: 1183.4450683594, weight_update_time: 0.7430460453, other_time: 23.2647705078
epoch time: 162.4488677979s, input_fired_time: 1.5364900827, output_fired_time: 0.0000000000, propagate_forward_time: 157.0122680664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9001159668
validation[          , genome  5589] predictions:    6048/  10000 (60.48%), best:    6068/10000 (60.68%), error:     11668.20996, best error:     11609.16016 on epoch:    56, epoch:   60/100, mu: 0.9790527225, learning_rate: 0.0000033522, weight_decay: 0.0000270039

epoch time: 2037.7984619141s, input_fired_time: 28.4188594818, output_fired_time: 9.6689109802, propagate_forward_time: 804.4869384766, propagate_backward_time: 1172.7926025391, weight_update_time: 0.7198777795, other_time: 22.4311523438
epoch time: 158.7464599609s, input_fired_time: 1.3162320852, output_fired_time: 0.0000000000, propagate_forward_time: 154.2910003662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1392211914
validation[          , genome  5589] predictions:    5955/  10000 (59.55%), best:    6068/10000 (60.68%), error:     11738.84961, best error:     11609.16016 on epoch:    56, epoch:   61/100, mu: 0.9797133207, learning_rate: 0.0000031434, weight_decay: 0.0000257504

epoch time: 1949.8793945312s, input_fired_time: 27.4723777771, output_fired_time: 9.1590147018, propagate_forward_time: 771.8598022461, propagate_backward_time: 1121.2816162109, weight_update_time: 0.6383323073, other_time: 20.1065673828
epoch time: 153.3451385498s, input_fired_time: 1.2957929373, output_fired_time: 0.0000000000, propagate_forward_time: 148.9309234619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1184234619
validation[          , genome  5589] predictions:    5924/  10000 (59.24%), best:    6068/10000 (60.68%), error:     11883.76270, best error:     11609.16016 on epoch:    56, epoch:   62/100, mu: 0.9803340435, learning_rate: 0.0000029475, weight_decay: 0.0000245550

epoch time: 1938.1097412109s, input_fired_time: 27.5254707336, output_fired_time: 9.2365570068, propagate_forward_time: 767.5803833008, propagate_backward_time: 1113.5351562500, weight_update_time: 0.6742333174, other_time: 20.2321777344
epoch time: 165.2502441406s, input_fired_time: 1.3765491247, output_fired_time: 0.0000000000, propagate_forward_time: 160.5507965088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3228912354
validation[          , genome  5589] predictions:    6031/  10000 (60.31%), best:    6068/10000 (60.68%), error:     11655.04688, best error:     11609.16016 on epoch:    56, epoch:   63/100, mu: 0.9809173346, learning_rate: 0.0000027639, weight_decay: 0.0000234152

epoch time: 1950.7684326172s, input_fired_time: 27.5870227814, output_fired_time: 9.2302608490, propagate_forward_time: 772.5903930664, propagate_backward_time: 1120.7456054688, weight_update_time: 0.6559339166, other_time: 20.6152343750
epoch time: 158.0526123047s, input_fired_time: 1.4202456474, output_fired_time: 0.0000000000, propagate_forward_time: 153.0167694092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6156005859
validation[          , genome  5589] predictions:    6049/  10000 (60.49%), best:    6068/10000 (60.68%), error:     11690.46777, best error:     11609.16016 on epoch:    56, epoch:   64/100, mu: 0.9814653993, learning_rate: 0.0000025917, weight_decay: 0.0000223282

epoch time: 1930.8559570312s, input_fired_time: 27.8369426727, output_fired_time: 9.2237119675, propagate_forward_time: 763.9937133789, propagate_backward_time: 1108.0157470703, weight_update_time: 0.6606968045, other_time: 21.7857666016
epoch time: 161.0694580078s, input_fired_time: 1.4742987156, output_fired_time: 0.0000000000, propagate_forward_time: 156.0004272461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5947265625
validation[          , genome  5589] predictions:    6065/  10000 (60.65%), best:    6065/10000 (60.65%), error:     11603.23047, best error:     11603.23047 on epoch:    65, epoch:   65/100, mu: 0.9819803834, learning_rate: 0.0000024302, weight_decay: 0.0000212917

epoch time: 1982.8157958984s, input_fired_time: 28.0855312347, output_fired_time: 9.2635450363, propagate_forward_time: 786.5413208008, propagate_backward_time: 1138.0273437500, weight_update_time: 0.6675542593, other_time: 20.8979492188
epoch time: 175.1296997070s, input_fired_time: 1.5641571283, output_fired_time: 0.0000000000, propagate_forward_time: 169.7874145508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7781219482
validation[          , genome  5589] predictions:    6069/  10000 (60.69%), best:    6069/10000 (60.69%), error:     11590.07910, best error:     11590.07910 on epoch:    66, epoch:   66/100, mu: 0.9824643135, learning_rate: 0.0000022788, weight_decay: 0.0000203033

epoch time: 1967.2541503906s, input_fired_time: 27.7802600861, output_fired_time: 9.4233350754, propagate_forward_time: 779.3616943359, propagate_backward_time: 1129.9621582031, weight_update_time: 0.6482241154, other_time: 20.7266845703
epoch time: 157.4685363770s, input_fired_time: 1.3552589417, output_fired_time: 0.0000000000, propagate_forward_time: 152.9046478271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2086334229
validation[          , genome  5589] predictions:    6077/  10000 (60.77%), best:    6069/10000 (60.69%), error:     11595.05762, best error:     11590.07910 on epoch:    66, epoch:   67/100, mu: 0.9829190373, learning_rate: 0.0000021368, weight_decay: 0.0000193608

epoch time: 1937.4011230469s, input_fired_time: 27.7276077271, output_fired_time: 9.2799520493, propagate_forward_time: 766.4378051758, propagate_backward_time: 1112.7575683594, weight_update_time: 0.6725388169, other_time: 21.1982421875
epoch time: 159.5075378418s, input_fired_time: 1.4558254480, output_fired_time: 0.0000000000, propagate_forward_time: 154.7360534668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3156585693
validation[          , genome  5589] predictions:    5918/  10000 (59.18%), best:    6069/10000 (60.69%), error:     11888.67480, best error:     11590.07910 on epoch:    66, epoch:   68/100, mu: 0.9833463430, learning_rate: 0.0000020037, weight_decay: 0.0000184621

epoch time: 1943.6129150391s, input_fired_time: 27.6060066223, output_fired_time: 9.1991481781, propagate_forward_time: 766.4676513672, propagate_backward_time: 1119.4589843750, weight_update_time: 0.6748894453, other_time: 20.8812255859
epoch time: 158.9206695557s, input_fired_time: 1.4029734135, output_fired_time: 0.0000000000, propagate_forward_time: 154.1123809814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4053192139
validation[          , genome  5589] predictions:    6061/  10000 (60.61%), best:    6069/10000 (60.69%), error:     11661.51074, best error:     11590.07910 on epoch:    66, epoch:   69/100, mu: 0.9837478399, learning_rate: 0.0000018789, weight_decay: 0.0000176050

epoch time: 2007.7205810547s, input_fired_time: 28.2704830170, output_fired_time: 9.4247980118, propagate_forward_time: 791.1075439453, propagate_backward_time: 1157.6048583984, weight_update_time: 0.6772726178, other_time: 21.3128662109
epoch time: 167.5730133057s, input_fired_time: 1.4283071756, output_fired_time: 0.0000000000, propagate_forward_time: 162.5933074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5513916016
validation[          , genome  5589] predictions:    6017/  10000 (60.17%), best:    6069/10000 (60.69%), error:     11820.29199, best error:     11590.07910 on epoch:    66, epoch:   70/100, mu: 0.9841251373, learning_rate: 0.0000017618, weight_decay: 0.0000167878

epoch time: 2000.4886474609s, input_fired_time: 28.1435165405, output_fired_time: 9.4422664642, propagate_forward_time: 790.5831909180, propagate_backward_time: 1150.3802490234, weight_update_time: 0.6796222925, other_time: 21.9393310547
epoch time: 162.7705841064s, input_fired_time: 1.4279788733, output_fired_time: 0.0000000000, propagate_forward_time: 157.6032257080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7393798828
validation[          , genome  5589] predictions:    6097/  10000 (60.97%), best:    6069/10000 (60.69%), error:     11594.12305, best error:     11590.07910 on epoch:    66, epoch:   71/100, mu: 0.9844796658, learning_rate: 0.0000016520, weight_decay: 0.0000160085

epoch time: 1982.7705078125s, input_fired_time: 28.0034217834, output_fired_time: 9.3710565567, propagate_forward_time: 784.3040771484, propagate_backward_time: 1139.4416503906, weight_update_time: 0.6737284660, other_time: 21.6502685547
epoch time: 163.0445251465s, input_fired_time: 1.4777580500, output_fired_time: 0.0000000000, propagate_forward_time: 158.0384979248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5282745361
validation[          , genome  5589] predictions:    6060/  10000 (60.60%), best:    6069/10000 (60.69%), error:     11676.48535, best error:     11590.07910 on epoch:    66, epoch:   72/100, mu: 0.9848127961, learning_rate: 0.0000015491, weight_decay: 0.0000152654

epoch time: 2066.4814453125s, input_fired_time: 29.2894744873, output_fired_time: 9.9273290634, propagate_forward_time: 821.6801147461, propagate_backward_time: 1181.9221191406, weight_update_time: 0.7430821061, other_time: 23.6623535156
epoch time: 160.6455383301s, input_fired_time: 1.5611453056, output_fired_time: 0.0000000000, propagate_forward_time: 155.1172027588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9671936035
validation[          , genome  5589] predictions:    6053/  10000 (60.53%), best:    6069/10000 (60.69%), error:     11654.30762, best error:     11590.07910 on epoch:    66, epoch:   73/100, mu: 0.9851257801, learning_rate: 0.0000014526, weight_decay: 0.0000145567

epoch time: 2030.2562255859s, input_fired_time: 28.5054168701, output_fired_time: 9.6669950485, propagate_forward_time: 808.3966674805, propagate_backward_time: 1160.4771728516, weight_update_time: 0.7277071476, other_time: 23.2100830078
epoch time: 167.5281066895s, input_fired_time: 1.5740946531, output_fired_time: 0.0000000000, propagate_forward_time: 162.0941619873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8598480225
validation[          , genome  5589] predictions:    5999/  10000 (59.99%), best:    6069/10000 (60.69%), error:     11676.32031, best error:     11590.07910 on epoch:    66, epoch:   74/100, mu: 0.9854199290, learning_rate: 0.0000013621, weight_decay: 0.0000138810

epoch time: 2042.5056152344s, input_fired_time: 28.9048309326, output_fired_time: 9.9058389664, propagate_forward_time: 812.5283203125, propagate_backward_time: 1167.6641845703, weight_update_time: 0.7484992743, other_time: 23.5024414062
epoch time: 175.5973510742s, input_fired_time: 1.5886853933, output_fired_time: 0.0000000000, propagate_forward_time: 169.8470458984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1616210938
validation[          , genome  5589] predictions:    6055/  10000 (60.55%), best:    6055/10000 (60.55%), error:     11575.50293, best error:     11575.50293 on epoch:    75, epoch:   75/100, mu: 0.9856963158, learning_rate: 0.0000012772, weight_decay: 0.0000132366

epoch time: 2015.1096191406s, input_fired_time: 28.7988700867, output_fired_time: 9.7461175919, propagate_forward_time: 800.3578491211, propagate_backward_time: 1152.7722167969, weight_update_time: 0.7476209998, other_time: 23.4345703125
epoch time: 169.4288177490s, input_fired_time: 1.5274064541, output_fired_time: 0.0000000000, propagate_forward_time: 164.0401763916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8612365723
validation[          , genome  5589] predictions:    6099/  10000 (60.99%), best:    6099/10000 (60.99%), error:     11557.63965, best error:     11557.63965 on epoch:    76, epoch:   76/100, mu: 0.9859560132, learning_rate: 0.0000011977, weight_decay: 0.0000126222

epoch time: 1978.9581298828s, input_fired_time: 27.8154277802, output_fired_time: 9.3523817062, propagate_forward_time: 782.9024658203, propagate_backward_time: 1137.0913085938, weight_update_time: 0.6850481629, other_time: 21.7965087891
epoch time: 163.6322326660s, input_fired_time: 1.4248555899, output_fired_time: 0.0000000000, propagate_forward_time: 158.5002441406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7071380615
validation[          , genome  5589] predictions:    6056/  10000 (60.56%), best:    6056/10000 (60.56%), error:     11534.91504, best error:     11534.91504 on epoch:    77, epoch:   77/100, mu: 0.9862000346, learning_rate: 0.0000011230, weight_decay: 0.0000120362

epoch time: 2030.8953857422s, input_fired_time: 28.4323863983, output_fired_time: 9.4290494919, propagate_forward_time: 804.9862670898, propagate_backward_time: 1165.5823974609, weight_update_time: 0.6927003264, other_time: 22.4652099609
epoch time: 152.4920043945s, input_fired_time: 1.3892073631, output_fired_time: 0.0000000000, propagate_forward_time: 147.5003967285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6024017334
validation[          , genome  5589] predictions:    6120/  10000 (61.20%), best:    6120/10000 (61.20%), error:     11487.44043, best error:     11487.44043 on epoch:    78, epoch:   78/100, mu: 0.9864293337, learning_rate: 0.0000010531, weight_decay: 0.0000114775

epoch time: 1956.6865234375s, input_fired_time: 27.5626564026, output_fired_time: 9.3393869400, propagate_forward_time: 769.9465942383, propagate_backward_time: 1127.8151855469, weight_update_time: 0.6641581059, other_time: 22.0227050781
epoch time: 169.6784057617s, input_fired_time: 1.5243716240, output_fired_time: 0.0000000000, propagate_forward_time: 164.3180847168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8359527588
validation[          , genome  5589] predictions:    6100/  10000 (61.00%), best:    6120/10000 (61.20%), error:     11540.06445, best error:     11487.44043 on epoch:    78, epoch:   79/100, mu: 0.9866448045, learning_rate: 0.0000009875, weight_decay: 0.0000109447

epoch time: 2014.3314208984s, input_fired_time: 28.3632774353, output_fired_time: 9.4960870743, propagate_forward_time: 797.7284545898, propagate_backward_time: 1155.8850097656, weight_update_time: 0.6947944164, other_time: 22.8586425781
epoch time: 161.7417755127s, input_fired_time: 1.4167414904, output_fired_time: 0.0000000000, propagate_forward_time: 156.9077758789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4172515869
validation[          , genome  5589] predictions:    6106/  10000 (61.06%), best:    6120/10000 (61.20%), error:     11537.00781, best error:     11487.44043 on epoch:    78, epoch:   80/100, mu: 0.9868472815, learning_rate: 0.0000009259, weight_decay: 0.0000104366

epoch time: 1994.8072509766s, input_fired_time: 28.3198833466, output_fired_time: 9.3973398209, propagate_forward_time: 789.9133300781, propagate_backward_time: 1145.4820556641, weight_update_time: 0.6681206822, other_time: 21.6947021484
epoch time: 164.6151885986s, input_fired_time: 1.5324581861, output_fired_time: 0.0000000000, propagate_forward_time: 159.3706817627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7120513916
validation[          , genome  5589] predictions:    6052/  10000 (60.52%), best:    6120/10000 (61.20%), error:     11589.37598, best error:     11487.44043 on epoch:    78, epoch:   81/100, mu: 0.9870375395, learning_rate: 0.0000008682, weight_decay: 0.0000099522

epoch time: 2007.0767822266s, input_fired_time: 28.5139026642, output_fired_time: 9.4062347412, propagate_forward_time: 800.2997436523, propagate_backward_time: 1146.7609863281, weight_update_time: 0.7091757655, other_time: 22.0959472656
epoch time: 161.3254699707s, input_fired_time: 1.4694322348, output_fired_time: 0.0000000000, propagate_forward_time: 156.1576538086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6983795166
validation[          , genome  5589] predictions:    6136/  10000 (61.36%), best:    6120/10000 (61.20%), error:     11562.32324, best error:     11487.44043 on epoch:    78, epoch:   82/100, mu: 0.9872162938, learning_rate: 0.0000008142, weight_decay: 0.0000094902

epoch time: 1971.0391845703s, input_fired_time: 27.6652774811, output_fired_time: 9.1887407303, propagate_forward_time: 780.3384399414, propagate_backward_time: 1132.5026855469, weight_update_time: 0.6570239067, other_time: 21.3439941406
epoch time: 165.1411590576s, input_fired_time: 1.4928439856, output_fired_time: 0.0000000000, propagate_forward_time: 159.7947082520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8536071777
validation[          , genome  5589] predictions:    6099/  10000 (60.99%), best:    6120/10000 (61.20%), error:     11528.34375, best error:     11487.44043 on epoch:    78, epoch:   83/100, mu: 0.9873842597, learning_rate: 0.0000007634, weight_decay: 0.0000090496

epoch time: 2005.6572265625s, input_fired_time: 28.6870441437, output_fired_time: 9.6584072113, propagate_forward_time: 792.5970458984, propagate_backward_time: 1151.1920166016, weight_update_time: 0.7236481309, other_time: 23.5227050781
epoch time: 169.4504547119s, input_fired_time: 1.5591579676, output_fired_time: 0.0000000000, propagate_forward_time: 164.0628204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8284759521
validation[          , genome  5589] predictions:    6038/  10000 (60.38%), best:    6120/10000 (61.20%), error:     11652.98242, best error:     11487.44043 on epoch:    78, epoch:   84/100, mu: 0.9875420928, learning_rate: 0.0000007159, weight_decay: 0.0000086295

epoch time: 2027.8179931641s, input_fired_time: 28.5176658630, output_fired_time: 9.5994558334, propagate_forward_time: 803.8998413086, propagate_backward_time: 1163.0382080078, weight_update_time: 0.7015858889, other_time: 22.7628173828
epoch time: 165.1817932129s, input_fired_time: 1.6112356186, output_fired_time: 0.0000000000, propagate_forward_time: 159.5606842041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0098724365
validation[          , genome  5589] predictions:    6113/  10000 (61.13%), best:    6120/10000 (61.20%), error:     11527.08301, best error:     11487.44043 on epoch:    78, epoch:   85/100, mu: 0.9876903892, learning_rate: 0.0000006713, weight_decay: 0.0000082290

epoch time: 1990.8281250000s, input_fired_time: 28.4655704498, output_fired_time: 9.5527334213, propagate_forward_time: 787.6098022461, propagate_backward_time: 1143.7783203125, weight_update_time: 0.6655394435, other_time: 21.4216308594
epoch time: 160.2026214600s, input_fired_time: 1.3902165890, output_fired_time: 0.0000000000, propagate_forward_time: 155.5705108643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2418975830
validation[          , genome  5589] predictions:    6065/  10000 (60.65%), best:    6120/10000 (61.20%), error:     11589.49902, best error:     11487.44043 on epoch:    78, epoch:   86/100, mu: 0.9878297448, learning_rate: 0.0000006294, weight_decay: 0.0000078470

epoch time: 1961.4913330078s, input_fired_time: 27.7093353271, output_fired_time: 9.3236904144, propagate_forward_time: 773.7286376953, propagate_backward_time: 1130.5089111328, weight_update_time: 0.6437672973, other_time: 20.2207031250
epoch time: 158.2021331787s, input_fired_time: 1.3856909275, output_fired_time: 0.0000000000, propagate_forward_time: 153.4139862061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4024505615
validation[          , genome  5589] predictions:    6108/  10000 (61.08%), best:    6120/10000 (61.20%), error:     11523.41699, best error:     11487.44043 on epoch:    78, epoch:   87/100, mu: 0.9879606962, learning_rate: 0.0000005902, weight_decay: 0.0000074827

epoch time: 1946.0634765625s, input_fired_time: 27.4826622009, output_fired_time: 9.0959196091, propagate_forward_time: 767.0976562500, propagate_backward_time: 1122.2336425781, weight_update_time: 0.6300862432, other_time: 20.1535644531
epoch time: 167.4853210449s, input_fired_time: 1.5045607090, output_fired_time: 0.0000000000, propagate_forward_time: 162.4763641357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5043945312
validation[          , genome  5589] predictions:    6104/  10000 (61.04%), best:    6120/10000 (61.20%), error:     11500.75879, best error:     11487.44043 on epoch:    78, epoch:   88/100, mu: 0.9880837798, learning_rate: 0.0000005534, weight_decay: 0.0000071353

epoch time: 1986.5943603516s, input_fired_time: 28.1470546722, output_fired_time: 9.4078979492, propagate_forward_time: 782.7299194336, propagate_backward_time: 1145.3764648438, weight_update_time: 0.6896746755, other_time: 20.9328613281
epoch time: 162.6431732178s, input_fired_time: 1.4063850641, output_fired_time: 0.0000000000, propagate_forward_time: 157.8064422607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4303436279
validation[          , genome  5589] predictions:    6093/  10000 (60.93%), best:    6120/10000 (61.20%), error:     11536.76270, best error:     11487.44043 on epoch:    78, epoch:   89/100, mu: 0.9881994128, learning_rate: 0.0000005190, weight_decay: 0.0000068041

epoch time: 1984.9665527344s, input_fired_time: 28.1816310883, output_fired_time: 9.5105171204, propagate_forward_time: 783.9464111328, propagate_backward_time: 1142.7875976562, weight_update_time: 0.6587857604, other_time: 20.5404052734
epoch time: 160.4548645020s, input_fired_time: 1.3736947775, output_fired_time: 0.0000000000, propagate_forward_time: 155.8210144043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2601623535
validation[          , genome  5589] predictions:    6013/  10000 (60.13%), best:    6120/10000 (61.20%), error:     11678.51855, best error:     11487.44043 on epoch:    78, epoch:   90/100, mu: 0.9883080721, learning_rate: 0.0000004866, weight_decay: 0.0000064883

epoch time: 2008.0378417969s, input_fired_time: 28.2432861328, output_fired_time: 9.7031955719, propagate_forward_time: 791.6033325195, propagate_backward_time: 1157.2767333984, weight_update_time: 0.6718077064, other_time: 21.2113037109
epoch time: 158.2109680176s, input_fired_time: 1.4078365564, output_fired_time: 0.0000000000, propagate_forward_time: 153.3733520508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4297790527
validation[          , genome  5589] predictions:    6114/  10000 (61.14%), best:    6120/10000 (61.20%), error:     11525.64160, best error:     11487.44043 on epoch:    78, epoch:   91/100, mu: 0.9884101748, learning_rate: 0.0000004563, weight_decay: 0.0000061871

epoch time: 1973.9774169922s, input_fired_time: 27.9327564240, output_fired_time: 9.2137041092, propagate_forward_time: 779.9072265625, propagate_backward_time: 1136.8327636719, weight_update_time: 0.6448903680, other_time: 20.0909423828
epoch time: 162.7281494141s, input_fired_time: 1.3817663193, output_fired_time: 0.0000000000, propagate_forward_time: 158.0060882568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3403015137
validation[          , genome  5589] predictions:    6116/  10000 (61.16%), best:    6120/10000 (61.20%), error:     11552.29883, best error:     11487.44043 on epoch:    78, epoch:   92/100, mu: 0.9885061383, learning_rate: 0.0000004279, weight_decay: 0.0000058999

epoch time: 1961.9052734375s, input_fired_time: 27.7724285126, output_fired_time: 9.4021100998, propagate_forward_time: 775.2314453125, propagate_backward_time: 1128.9943847656, weight_update_time: 0.6726667285, other_time: 20.5048828125
epoch time: 157.6601562500s, input_fired_time: 1.3919072151, output_fired_time: 0.0000000000, propagate_forward_time: 153.0195159912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2487335205
validation[          , genome  5589] predictions:    6145/  10000 (61.45%), best:    6120/10000 (61.20%), error:     11534.55371, best error:     11487.44043 on epoch:    78, epoch:   93/100, mu: 0.9885962605, learning_rate: 0.0000004012, weight_decay: 0.0000056260

epoch time: 1939.4549560547s, input_fired_time: 27.4312019348, output_fired_time: 9.1270742416, propagate_forward_time: 768.7177734375, propagate_backward_time: 1113.8818359375, weight_update_time: 0.6515769958, other_time: 20.2971191406
epoch time: 158.0761718750s, input_fired_time: 1.4358582497, output_fired_time: 0.0000000000, propagate_forward_time: 153.1021423340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5381774902
validation[          , genome  5589] predictions:    6093/  10000 (60.93%), best:    6120/10000 (61.20%), error:     11538.28418, best error:     11487.44043 on epoch:    78, epoch:   94/100, mu: 0.9886809587, learning_rate: 0.0000003762, weight_decay: 0.0000053648

epoch time: 1896.7697753906s, input_fired_time: 27.1699542999, output_fired_time: 9.0196552277, propagate_forward_time: 749.3888549805, propagate_backward_time: 1091.2094726562, weight_update_time: 0.6396276355, other_time: 19.9819335938
epoch time: 168.8370361328s, input_fired_time: 1.4748839140, output_fired_time: 0.0000000000, propagate_forward_time: 163.6724395752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6897125244
validation[          , genome  5589] predictions:    6130/  10000 (61.30%), best:    6120/10000 (61.20%), error:     11524.49121, best error:     11487.44043 on epoch:    78, epoch:   95/100, mu: 0.9887605309, learning_rate: 0.0000003528, weight_decay: 0.0000051158

epoch time: 1939.3843994141s, input_fired_time: 28.0012493134, output_fired_time: 9.4159660339, propagate_forward_time: 770.9271850586, propagate_backward_time: 1109.5800781250, weight_update_time: 0.6758006215, other_time: 21.4599609375
epoch time: 159.4555358887s, input_fired_time: 1.3848761320, output_fired_time: 0.0000000000, propagate_forward_time: 154.7048645020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3657989502
validation[          , genome  5589] predictions:    6141/  10000 (61.41%), best:    6120/10000 (61.20%), error:     11538.81934, best error:     11487.44043 on epoch:    78, epoch:   96/100, mu: 0.9888353348, learning_rate: 0.0000003308, weight_decay: 0.0000048783

epoch time: 1972.3662109375s, input_fired_time: 27.8347969055, output_fired_time: 9.1640157700, propagate_forward_time: 780.9238891602, propagate_backward_time: 1132.4282226562, weight_update_time: 0.7036317587, other_time: 22.0151367188
epoch time: 160.0505065918s, input_fired_time: 1.5128421783, output_fired_time: 0.0000000000, propagate_forward_time: 154.7224121094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8152465820
validation[          , genome  5589] predictions:    6095/  10000 (60.95%), best:    6120/10000 (61.20%), error:     11525.91504, best error:     11487.44043 on epoch:    78, epoch:   97/100, mu: 0.9889056087, learning_rate: 0.0000003102, weight_decay: 0.0000046518

epoch time: 1948.8673095703s, input_fired_time: 27.7436962128, output_fired_time: 9.3098020554, propagate_forward_time: 777.0396118164, propagate_backward_time: 1112.1330566406, weight_update_time: 0.7111369371, other_time: 22.6411132812
epoch time: 169.4495239258s, input_fired_time: 1.5223740339, output_fired_time: 0.0000000000, propagate_forward_time: 164.1369934082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7901611328
validation[          , genome  5589] predictions:    6133/  10000 (61.33%), best:    6120/10000 (61.20%), error:     11498.56445, best error:     11487.44043 on epoch:    78, epoch:   98/100, mu: 0.9889716506, learning_rate: 0.0000002909, weight_decay: 0.0000044359

epoch time: 1980.8800048828s, input_fired_time: 28.2504329681, output_fired_time: 9.4903087616, propagate_forward_time: 793.7551879883, propagate_backward_time: 1126.3717041016, weight_update_time: 0.7188622952, other_time: 23.0123291016
epoch time: 171.3776855469s, input_fired_time: 1.6986967325, output_fired_time: 0.0000000000, propagate_forward_time: 165.2292022705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4497833252
validation[          , genome  5589] predictions:    6128/  10000 (61.28%), best:    6120/10000 (61.20%), error:     11523.26953, best error:     11487.44043 on epoch:    78, epoch:   99/100, mu: 0.9890336990, learning_rate: 0.0000002727, weight_decay: 0.0000042300

epoch time: 2056.0437011719s, input_fired_time: 29.4207019806, output_fired_time: 9.8054227829, propagate_forward_time: 823.7596435547, propagate_backward_time: 1169.0001220703, weight_update_time: 0.7847812176, other_time: 24.0578613281
epoch time: 174.4593200684s, input_fired_time: 1.6873282194, output_fired_time: 0.0000000000, propagate_forward_time: 168.5276489258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2443389893
validation[          , genome  5589] predictions:    6127/  10000 (61.27%), best:    6120/10000 (61.20%), error:     11532.89648, best error:     11487.44043 on epoch:    78, epoch:  100/100, mu: 0.9890919924, learning_rate: 0.0000002558, weight_decay: 0.0000040336

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 802.9103393555s, input_fired_time: 7.6010155678, output_fired_time: 0.0000000000, propagate_forward_time: 775.9273071289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 19.3820190430
best training[          , genome  5589] predictions:   31875/  50000 (63.75%), best:    6120/10000 (61.20%), error:     55386.01172, best error:     11487.44043 on epoch:    78, epoch:  101/100, mu: 0.9891467690, learning_rate: 0.0000002398, weight_decay: 0.0000038464
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 158.5149078369s, input_fired_time: 1.4290874004, output_fired_time: 0.0000000000, propagate_forward_time: 153.4200286865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6657867432
   testing[          , genome  5589] predictions:    6120/  10000 (61.20%), best:    6120/10000 (61.20%), error:     11487.44043, best error:     11487.44043 on epoch:    78, epoch:  101/100, mu: 0.9891467690, learning_rate: 0.0000002398, weight_decay: 0.0000038464
backpropagation finished successfully!
01:02:16 (52564): called boinc_finish(0)

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