Nameexact_genome_1512568488_43_6614_1
Workunit2604360
Created7 Dec 2017, 20:54:53 UTC
Sent7 Dec 2017, 21:02:14 UTC
Report deadline16 Dec 2017, 8:57:36 UTC
Received8 Dec 2017, 14:26:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time5 hours 22 min 38 sec
CPU time5 hours 18 min 29 sec
Validate stateValid
Credit2,124.20
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.95 MB
Peak swap size153.35 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
1103.79443 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 175.4469146729s, input_fired_time: 1.5931526423, output_fired_time: 1.5915867090, propagate_forward_time: 65.5563583374, propagate_backward_time: 103.0529403687, weight_update_time: 0.2268629521, other_time: 3.6528778076
epoch time: 13.7203044891s, input_fired_time: 0.1953647286, output_fired_time: 0.0000000000, propagate_forward_time: 12.8946599960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302795410
validation[          , genome  6614] predictions:    9582/  10000 (95.82%), best:    9678/10000 (96.78%), error:      1400.28967, best error:      1103.79443 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 171.2397460938s, input_fired_time: 1.5683997869, output_fired_time: 1.5686762333, propagate_forward_time: 64.0106201172, propagate_backward_time: 100.5464630127, weight_update_time: 0.2213154286, other_time: 3.5455780029
epoch time: 13.9343900681s, input_fired_time: 0.1968437731, output_fired_time: 0.0000000000, propagate_forward_time: 13.0999755859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375703812
validation[          , genome  6614] predictions:    9392/  10000 (93.92%), best:    9678/10000 (96.78%), error:      1945.82239, best error:      1103.79443 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 173.2383270264s, input_fired_time: 1.5804102421, output_fired_time: 1.5706461668, propagate_forward_time: 64.8043289185, propagate_backward_time: 101.7158508301, weight_update_time: 0.2233298123, other_time: 3.5670852661
epoch time: 14.3199872971s, input_fired_time: 0.2000858337, output_fired_time: 0.0000000000, propagate_forward_time: 13.4769783020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429233551
validation[          , genome  6614] predictions:    9659/  10000 (96.59%), best:    9678/10000 (96.78%), error:      1147.55347, best error:      1103.79443 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 175.4019927979s, input_fired_time: 1.5931740999, output_fired_time: 1.6058053970, propagate_forward_time: 65.6139221191, propagate_backward_time: 102.9901351929, weight_update_time: 0.2256017476, other_time: 3.5989608765
epoch time: 14.1870632172s, input_fired_time: 0.1994233131, output_fired_time: 0.0000000000, propagate_forward_time: 13.3245286942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631116867
validation[          , genome  6614] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1074.08789, best error:      1074.08789 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 176.0911865234s, input_fired_time: 1.5968647003, output_fired_time: 1.6068407297, propagate_forward_time: 65.9252548218, propagate_backward_time: 103.3298187256, weight_update_time: 0.2260060757, other_time: 3.6324081421
epoch time: 13.4748306274s, input_fired_time: 0.1914852262, output_fired_time: 0.0000000000, propagate_forward_time: 12.6599559784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233892441
validation[          , genome  6614] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1157.51599, best error:      1074.08789 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 174.5725708008s, input_fired_time: 1.5882282257, output_fired_time: 1.5946021080, propagate_forward_time: 65.1954269409, propagate_backward_time: 102.5791931152, weight_update_time: 0.2244863957, other_time: 3.6151199341
epoch time: 13.7343873978s, input_fired_time: 0.1956395209, output_fired_time: 0.0000000000, propagate_forward_time: 12.9038143158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349334717
validation[          , genome  6614] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1039.51672, best error:      1039.51672 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 174.1449737549s, input_fired_time: 1.5874155760, output_fired_time: 1.5859609842, propagate_forward_time: 65.2463989258, propagate_backward_time: 102.1332397461, weight_update_time: 0.2234178931, other_time: 3.5919494629
epoch time: 13.6286058426s, input_fired_time: 0.1935452074, output_fired_time: 0.0000000000, propagate_forward_time: 12.8022308350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328296661
validation[          , genome  6614] predictions:    9540/  10000 (95.40%), best:    9688/10000 (96.88%), error:      1511.71985, best error:      1039.51672 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 174.9465026855s, input_fired_time: 1.5906218290, output_fired_time: 1.5845695734, propagate_forward_time: 65.4635238647, propagate_backward_time: 102.7210235596, weight_update_time: 0.2251262516, other_time: 3.5867691040
epoch time: 13.8217935562s, input_fired_time: 0.1959720403, output_fired_time: 0.0000000000, propagate_forward_time: 12.9882688522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375522614
validation[          , genome  6614] predictions:    9644/  10000 (96.44%), best:    9688/10000 (96.88%), error:      1207.90369, best error:      1039.51672 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 175.0249633789s, input_fired_time: 1.5946394205, output_fired_time: 1.5812845230, propagate_forward_time: 65.4996795654, propagate_backward_time: 102.7144088745, weight_update_time: 0.2256365567, other_time: 3.6349563599
epoch time: 13.2114543915s, input_fired_time: 0.1896327138, output_fired_time: 0.0000000000, propagate_forward_time: 12.3963127136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255092621
validation[          , genome  6614] predictions:    9636/  10000 (96.36%), best:    9688/10000 (96.88%), error:      1182.95715, best error:      1039.51672 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 175.3254547119s, input_fired_time: 1.5950654745, output_fired_time: 1.5903993845, propagate_forward_time: 65.5732879639, propagate_backward_time: 102.9217300415, weight_update_time: 0.2250590026, other_time: 3.6449813843
epoch time: 13.6818904877s, input_fired_time: 0.1959169060, output_fired_time: 0.0000000000, propagate_forward_time: 12.8289318085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570415497
validation[          , genome  6614] predictions:    9677/  10000 (96.77%), best:    9688/10000 (96.88%), error:      1105.25928, best error:      1039.51672 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 176.5083160400s, input_fired_time: 1.6029304266, output_fired_time: 1.5964857340, propagate_forward_time: 66.3098983765, propagate_backward_time: 103.3844375610, weight_update_time: 0.2258878946, other_time: 3.6145629883
epoch time: 13.4858989716s, input_fired_time: 0.1932562739, output_fired_time: 0.0000000000, propagate_forward_time: 12.6513786316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412639618
validation[          , genome  6614] predictions:    9600/  10000 (96.00%), best:    9688/10000 (96.88%), error:      1296.95703, best error:      1039.51672 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 175.2566375732s, input_fired_time: 1.5952309370, output_fired_time: 1.5894654989, propagate_forward_time: 65.5574493408, propagate_backward_time: 102.8836898804, weight_update_time: 0.2242673188, other_time: 3.6308059692
epoch time: 13.7848873138s, input_fired_time: 0.1966500878, output_fired_time: 0.0000000000, propagate_forward_time: 12.9558200836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324167252
validation[          , genome  6614] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1135.87805, best error:      1039.51672 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 174.4712066650s, input_fired_time: 1.5885173082, output_fired_time: 1.5810729265, propagate_forward_time: 65.1573715210, propagate_backward_time: 102.5080184937, weight_update_time: 0.2242794931, other_time: 3.6362304688
epoch time: 14.1422128677s, input_fired_time: 0.1983369738, output_fired_time: 0.0000000000, propagate_forward_time: 13.2938852310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499910355
validation[          , genome  6614] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1029.04053, best error:      1029.04053 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 173.1944885254s, input_fired_time: 1.5864133835, output_fired_time: 1.5779302120, propagate_forward_time: 64.7783508301, propagate_backward_time: 101.6410522461, weight_update_time: 0.2228271067, other_time: 3.6107482910
epoch time: 14.5230627060s, input_fired_time: 0.2034532577, output_fired_time: 0.0000000000, propagate_forward_time: 13.6664838791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531257629
validation[          , genome  6614] predictions:    9694/  10000 (96.94%), best:    9686/10000 (96.86%), error:      1038.52478, best error:      1029.04053 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 175.3837432861s, input_fired_time: 1.6004778147, output_fired_time: 1.5878911018, propagate_forward_time: 65.7131347656, propagate_backward_time: 102.8344726563, weight_update_time: 0.2252403349, other_time: 3.6477661133
epoch time: 14.1374635696s, input_fired_time: 0.2003564388, output_fired_time: 0.0000000000, propagate_forward_time: 13.2814044952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557025909
validation[          , genome  6614] predictions:    9675/  10000 (96.75%), best:    9686/10000 (96.86%), error:      1073.03162, best error:      1029.04053 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 173.2267303467s, input_fired_time: 1.5848640203, output_fired_time: 1.5679054260, propagate_forward_time: 64.7533874512, propagate_backward_time: 101.6638412476, weight_update_time: 0.2228027284, other_time: 3.6567306519
epoch time: 13.5966386795s, input_fired_time: 0.1958789825, output_fired_time: 0.0000000000, propagate_forward_time: 12.7653112411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354484558
validation[          , genome  6614] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       983.59131, best error:       983.59131 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 174.5657653809s, input_fired_time: 1.5924030542, output_fired_time: 1.5921242237, propagate_forward_time: 65.0515823364, propagate_backward_time: 102.7001113892, weight_update_time: 0.2260478139, other_time: 3.6295471191
epoch time: 13.8477954865s, input_fired_time: 0.1977302432, output_fired_time: 0.0000000000, propagate_forward_time: 13.0114936829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385717392
validation[          , genome  6614] predictions:    9703/  10000 (97.03%), best:    9702/10000 (97.02%), error:      1026.88562, best error:       983.59131 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 175.3875427246s, input_fired_time: 1.6011931896, output_fired_time: 1.5980387926, propagate_forward_time: 65.8634948730, propagate_backward_time: 102.7239990234, weight_update_time: 0.2249401659, other_time: 3.6008148193
epoch time: 13.8600473404s, input_fired_time: 0.1977689415, output_fired_time: 0.0000000000, propagate_forward_time: 13.0007896423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614885330
validation[          , genome  6614] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       978.60437, best error:       978.60437 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 175.2147064209s, input_fired_time: 1.5976909399, output_fired_time: 1.5958510637, propagate_forward_time: 65.7138442993, propagate_backward_time: 102.6533889771, weight_update_time: 0.2243697494, other_time: 3.6539306641
epoch time: 13.8390836716s, input_fired_time: 0.1966621876, output_fired_time: 0.0000000000, propagate_forward_time: 13.0064401627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359815598
validation[          , genome  6614] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1092.56934, best error:       978.60437 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 175.1379241943s, input_fired_time: 1.5915241241, output_fired_time: 1.5953671932, propagate_forward_time: 65.3411026001, propagate_backward_time: 102.9665451050, weight_update_time: 0.2260103077, other_time: 3.6433868408
epoch time: 13.5698823929s, input_fired_time: 0.1943599135, output_fired_time: 0.0000000000, propagate_forward_time: 12.7393083572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362142563
validation[          , genome  6614] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:      1032.42041, best error:       978.60437 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 173.0867004395s, input_fired_time: 1.5877246857, output_fired_time: 1.5721137524, propagate_forward_time: 64.8035430908, propagate_backward_time: 101.4998168945, weight_update_time: 0.2250845134, other_time: 3.6235046387
epoch time: 13.5761041641s, input_fired_time: 0.1951577365, output_fired_time: 0.0000000000, propagate_forward_time: 12.7426271439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383190155
validation[          , genome  6614] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       966.65808, best error:       966.65808 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 176.0457153320s, input_fired_time: 1.6075282097, output_fired_time: 1.5878684521, propagate_forward_time: 66.1633148193, propagate_backward_time: 103.0920486450, weight_update_time: 0.2247830480, other_time: 3.5949478149
epoch time: 14.2334632874s, input_fired_time: 0.2016208768, output_fired_time: 0.0000000000, propagate_forward_time: 13.3804197311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514225006
validation[          , genome  6614] predictions:    9688/  10000 (96.88%), best:    9702/10000 (97.02%), error:       984.83405, best error:       966.65808 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 173.0024108887s, input_fired_time: 1.5870432854, output_fired_time: 1.5723609924, propagate_forward_time: 64.8850326538, propagate_backward_time: 101.3316726685, weight_update_time: 0.2227247655, other_time: 3.6263122559
epoch time: 13.8432369232s, input_fired_time: 0.1983128786, output_fired_time: 0.0000000000, propagate_forward_time: 13.0075960159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6373281479
validation[          , genome  6614] predictions:    9703/  10000 (97.03%), best:    9702/10000 (97.02%), error:       998.16669, best error:       966.65808 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 171.8380279541s, input_fired_time: 1.5808440447, output_fired_time: 1.5621770620, propagate_forward_time: 64.3171691895, propagate_backward_time: 100.8077011108, weight_update_time: 0.2202057987, other_time: 3.5701370239
epoch time: 13.6512184143s, input_fired_time: 0.1952343285, output_fired_time: 0.0000000000, propagate_forward_time: 12.8276777267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283063889
validation[          , genome  6614] predictions:    9672/  10000 (96.72%), best:    9702/10000 (97.02%), error:      1056.00513, best error:       966.65808 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 177.3443145752s, input_fired_time: 1.6165810823, output_fired_time: 1.6133934259, propagate_forward_time: 66.2388687134, propagate_backward_time: 104.2167587280, weight_update_time: 0.2272493988, other_time: 3.6587219238
epoch time: 12.9839143753s, input_fired_time: 0.1903905571, output_fired_time: 0.0000000000, propagate_forward_time: 12.1714935303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220302582
validation[          , genome  6614] predictions:    9681/  10000 (96.81%), best:    9702/10000 (97.02%), error:       993.90265, best error:       966.65808 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 174.4234466553s, input_fired_time: 1.5988296270, output_fired_time: 1.5817779303, propagate_forward_time: 65.5178756714, propagate_backward_time: 102.1114044189, weight_update_time: 0.2250442803, other_time: 3.6135635376
epoch time: 13.8555402756s, input_fired_time: 0.1979474872, output_fired_time: 0.0000000000, propagate_forward_time: 13.0088615417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487312317
validation[          , genome  6614] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       965.92719, best error:       965.92719 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 175.4570770264s, input_fired_time: 1.6056995392, output_fired_time: 1.5996595621, propagate_forward_time: 65.7598419189, propagate_backward_time: 102.8662338257, weight_update_time: 0.2253673673, other_time: 3.6256484985
epoch time: 13.6433763504s, input_fired_time: 0.1952752620, output_fired_time: 0.0000000000, propagate_forward_time: 12.8203754425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277256012
validation[          , genome  6614] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       895.06415, best error:       895.06415 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 174.2619018555s, input_fired_time: 1.5979464054, output_fired_time: 1.5812026262, propagate_forward_time: 65.1606903076, propagate_backward_time: 102.2692947388, weight_update_time: 0.2251618356, other_time: 3.6527633667
epoch time: 14.1635208130s, input_fired_time: 0.2022988796, output_fired_time: 0.0000000000, propagate_forward_time: 13.3187923431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424293518
validation[          , genome  6614] predictions:    9674/  10000 (96.74%), best:    9736/10000 (97.36%), error:       982.83179, best error:       895.06415 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 175.6123199463s, input_fired_time: 1.6048618555, output_fired_time: 1.5891379118, propagate_forward_time: 65.8012161255, propagate_backward_time: 103.0152435303, weight_update_time: 0.2248804122, other_time: 3.6018600464
epoch time: 13.6710786819s, input_fired_time: 0.1961082518, output_fired_time: 0.0000000000, propagate_forward_time: 12.8459377289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290330887
validation[          , genome  6614] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       989.47662, best error:       895.06415 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 175.0148620605s, input_fired_time: 1.6083244085, output_fired_time: 1.5898884535, propagate_forward_time: 65.6827545166, propagate_backward_time: 102.5072937012, weight_update_time: 0.2249838263, other_time: 3.6266021729
epoch time: 13.9155340195s, input_fired_time: 0.1988943666, output_fired_time: 0.0000000000, propagate_forward_time: 13.0676383972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490011215
validation[          , genome  6614] predictions:    9666/  10000 (96.66%), best:    9736/10000 (97.36%), error:      1129.04492, best error:       895.06415 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 173.1585388184s, input_fired_time: 1.5920997858, output_fired_time: 1.5730848312, propagate_forward_time: 64.9042739868, propagate_backward_time: 101.4961090088, weight_update_time: 0.2237148285, other_time: 3.5929641724
epoch time: 13.6428861618s, input_fired_time: 0.1976562440, output_fired_time: 0.0000000000, propagate_forward_time: 12.7885847092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566448212
validation[          , genome  6614] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       906.25653, best error:       895.06415 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 176.9576873779s, input_fired_time: 1.6204237938, output_fired_time: 1.5986800194, propagate_forward_time: 66.4704360962, propagate_backward_time: 103.5763778687, weight_update_time: 0.2279306650, other_time: 3.6917724609
epoch time: 13.6117010117s, input_fired_time: 0.1969408542, output_fired_time: 0.0000000000, propagate_forward_time: 12.7569122314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578483582
validation[          , genome  6614] predictions:    9614/  10000 (96.14%), best:    9736/10000 (97.36%), error:      1204.83545, best error:       895.06415 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 175.9889984131s, input_fired_time: 1.6104460955, output_fired_time: 1.6008353233, propagate_forward_time: 65.9102020264, propagate_backward_time: 103.2234649658, weight_update_time: 0.2255429775, other_time: 3.6440582275
epoch time: 14.1437940598s, input_fired_time: 0.2022543252, output_fired_time: 0.0000000000, propagate_forward_time: 13.2660274506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755123138
validation[          , genome  6614] predictions:    9586/  10000 (95.86%), best:    9736/10000 (97.36%), error:      1305.53479, best error:       895.06415 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 176.1740722656s, input_fired_time: 1.6138255596, output_fired_time: 1.6068826914, propagate_forward_time: 65.8792266846, propagate_backward_time: 103.4076995850, weight_update_time: 0.2283722907, other_time: 3.6664276123
epoch time: 14.2476730347s, input_fired_time: 0.2046758384, output_fired_time: 0.0000000000, propagate_forward_time: 13.2960910797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7469062805
validation[          , genome  6614] predictions:    9652/  10000 (96.52%), best:    9736/10000 (97.36%), error:      1142.31250, best error:       895.06415 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 174.0410003662s, input_fired_time: 1.5960761309, output_fired_time: 1.5831285715, propagate_forward_time: 64.9309692383, propagate_backward_time: 102.3331604004, weight_update_time: 0.2248885781, other_time: 3.5976715088
epoch time: 14.0097827911s, input_fired_time: 0.2005656660, output_fired_time: 0.0000000000, propagate_forward_time: 13.1607961655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6484212875
validation[          , genome  6614] predictions:    9710/  10000 (97.10%), best:    9736/10000 (97.36%), error:       953.69995, best error:       895.06415 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 174.0084686279s, input_fired_time: 1.6025607586, output_fired_time: 1.5702836514, propagate_forward_time: 65.3885726929, propagate_backward_time: 101.7406311035, weight_update_time: 0.2248106301, other_time: 3.7064285278
epoch time: 13.6162166595s, input_fired_time: 0.1969394684, output_fired_time: 0.0000000000, propagate_forward_time: 12.7831258774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6361513138
validation[          , genome  6614] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       941.80286, best error:       895.06415 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 174.8733215332s, input_fired_time: 1.6023678780, output_fired_time: 1.5747064352, propagate_forward_time: 65.4046096802, propagate_backward_time: 102.6847610474, weight_update_time: 0.2256605476, other_time: 3.6068725586
epoch time: 14.1896753311s, input_fired_time: 0.2027022541, output_fired_time: 0.0000000000, propagate_forward_time: 13.3363132477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6506595612
validation[          , genome  6614] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       891.77356, best error:       891.77356 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 175.5231628418s, input_fired_time: 1.6096172333, output_fired_time: 1.5896502733, propagate_forward_time: 65.6427459717, propagate_backward_time: 103.0343780518, weight_update_time: 0.2270050645, other_time: 3.6467742920
epoch time: 13.9547300339s, input_fired_time: 0.2005825639, output_fired_time: 0.0000000000, propagate_forward_time: 13.0988922119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552553177
validation[          , genome  6614] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       933.19116, best error:       891.77356 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 175.6053466797s, input_fired_time: 1.6082009077, output_fired_time: 1.5990568399, propagate_forward_time: 65.7758026123, propagate_backward_time: 102.9674911499, weight_update_time: 0.2258825451, other_time: 3.6547927856
epoch time: 13.7976970673s, input_fired_time: 0.2001743317, output_fired_time: 0.0000000000, propagate_forward_time: 12.9476261139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6498966217
validation[          , genome  6614] predictions:    9614/  10000 (96.14%), best:    9734/10000 (97.34%), error:      1317.65332, best error:       891.77356 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 175.9655609131s, input_fired_time: 1.6096540689, output_fired_time: 1.5995876789, propagate_forward_time: 65.8413467407, propagate_backward_time: 103.3025970459, weight_update_time: 0.2247473449, other_time: 3.6123733521
epoch time: 13.9657430649s, input_fired_time: 0.2015998811, output_fired_time: 0.0000000000, propagate_forward_time: 13.0799827576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841602325
validation[          , genome  6614] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       964.96674, best error:       891.77356 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 174.7256317139s, input_fired_time: 1.6072901487, output_fired_time: 1.5855635405, propagate_forward_time: 65.4912033081, propagate_backward_time: 102.3937911987, weight_update_time: 0.2251658738, other_time: 3.6477966309
epoch time: 13.8135156631s, input_fired_time: 0.1987305433, output_fired_time: 0.0000000000, propagate_forward_time: 12.9693641663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454210281
validation[          , genome  6614] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       943.52856, best error:       891.77356 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 174.7140502930s, input_fired_time: 1.6054546833, output_fired_time: 1.5827116966, propagate_forward_time: 65.3919601440, propagate_backward_time: 102.4853591919, weight_update_time: 0.2256909162, other_time: 3.6485595703
epoch time: 13.7424392700s, input_fired_time: 0.1992492378, output_fired_time: 0.0000000000, propagate_forward_time: 12.9172363281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259536743
validation[          , genome  6614] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       920.71289, best error:       891.77356 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 175.1611633301s, input_fired_time: 1.6110721827, output_fired_time: 1.5912235975, propagate_forward_time: 65.9064712524, propagate_backward_time: 102.4862670898, weight_update_time: 0.2241209149, other_time: 3.5661392212
epoch time: 14.0330657959s, input_fired_time: 0.2019195408, output_fired_time: 0.0000000000, propagate_forward_time: 13.1802663803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508798599
validation[          , genome  6614] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       914.76855, best error:       891.77356 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 174.1808166504s, input_fired_time: 1.6095900536, output_fired_time: 1.5894330740, propagate_forward_time: 65.3116607666, propagate_backward_time: 102.0748443604, weight_update_time: 0.2256288230, other_time: 3.5952911377
epoch time: 13.9712848663s, input_fired_time: 0.2017734796, output_fired_time: 0.0000000000, propagate_forward_time: 13.1252288818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442823410
validation[          , genome  6614] predictions:    9716/  10000 (97.16%), best:    9734/10000 (97.34%), error:       946.87689, best error:       891.77356 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 173.6073150635s, input_fired_time: 1.6030889750, output_fired_time: 1.5748760700, propagate_forward_time: 65.0080795288, propagate_backward_time: 101.8226852417, weight_update_time: 0.2218637466, other_time: 3.5985870361
epoch time: 13.8556909561s, input_fired_time: 0.1993231475, output_fired_time: 0.0000000000, propagate_forward_time: 13.0288162231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275520325
validation[          , genome  6614] predictions:    9686/  10000 (96.86%), best:    9734/10000 (97.34%), error:      1072.35266, best error:       891.77356 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 173.3504791260s, input_fired_time: 1.6000634432, output_fired_time: 1.5806440115, propagate_forward_time: 64.8715896606, propagate_backward_time: 101.7036743164, weight_update_time: 0.2223138511, other_time: 3.5945053101
epoch time: 14.1332292557s, input_fired_time: 0.2024618536, output_fired_time: 0.0000000000, propagate_forward_time: 13.2958812714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348857880
validation[          , genome  6614] predictions:    9700/  10000 (97.00%), best:    9734/10000 (97.34%), error:       942.71857, best error:       891.77356 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 177.0698242188s, input_fired_time: 1.6245485544, output_fired_time: 1.6039009094, propagate_forward_time: 66.3862915039, propagate_backward_time: 103.8120040894, weight_update_time: 0.2272654474, other_time: 3.6430892944
epoch time: 14.0006732941s, input_fired_time: 0.2028541267, output_fired_time: 0.0000000000, propagate_forward_time: 13.1536273956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6441917419
validation[          , genome  6614] predictions:    9716/  10000 (97.16%), best:    9734/10000 (97.34%), error:       951.73657, best error:       891.77356 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 173.9586181641s, input_fired_time: 1.6073086262, output_fired_time: 1.5970230103, propagate_forward_time: 65.1363754272, propagate_backward_time: 101.9778594971, weight_update_time: 0.2232354432, other_time: 3.6400375366
epoch time: 14.4101495743s, input_fired_time: 0.2069598436, output_fired_time: 0.0000000000, propagate_forward_time: 13.5354681015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677217484
validation[          , genome  6614] predictions:    9714/  10000 (97.14%), best:    9734/10000 (97.34%), error:       930.11298, best error:       891.77356 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 171.4934234619s, input_fired_time: 1.5893932581, output_fired_time: 1.5571217537, propagate_forward_time: 64.0059967041, propagate_backward_time: 100.6180648804, weight_update_time: 0.2214452624, other_time: 3.7228469849
epoch time: 13.8258314133s, input_fired_time: 0.2012815624, output_fired_time: 0.0000000000, propagate_forward_time: 12.9533777237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711721420
validation[          , genome  6614] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       909.77173, best error:       891.77356 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 174.2303314209s, input_fired_time: 1.6062762737, output_fired_time: 1.5858979225, propagate_forward_time: 65.1953201294, propagate_backward_time: 102.1985244751, weight_update_time: 0.2251721025, other_time: 3.6443176270
epoch time: 13.3875093460s, input_fired_time: 0.1991263181, output_fired_time: 0.0000000000, propagate_forward_time: 12.4837379456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7046451569
validation[          , genome  6614] predictions:    9708/  10000 (97.08%), best:    9734/10000 (97.34%), error:      1032.18530, best error:       891.77356 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 175.7047271729s, input_fired_time: 1.6171923876, output_fired_time: 1.6015551090, propagate_forward_time: 65.9236679077, propagate_backward_time: 102.9222335815, weight_update_time: 0.2265798748, other_time: 3.6400756836
epoch time: 13.3941621780s, input_fired_time: 0.1968895644, output_fired_time: 0.0000000000, propagate_forward_time: 12.5585308075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6387414932
validation[          , genome  6614] predictions:    9708/  10000 (97.08%), best:    9734/10000 (97.34%), error:       962.68164, best error:       891.77356 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 174.7740478516s, input_fired_time: 1.6137182713, output_fired_time: 1.5878393650, propagate_forward_time: 65.3422317505, propagate_backward_time: 102.5470046997, weight_update_time: 0.2251047939, other_time: 3.6832427979
epoch time: 14.2788934708s, input_fired_time: 0.2057304978, output_fired_time: 0.0000000000, propagate_forward_time: 13.4217472076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514158249
validation[          , genome  6614] predictions:    9735/  10000 (97.35%), best:    9734/10000 (97.34%), error:       929.04126, best error:       891.77356 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 174.0035552979s, input_fired_time: 1.6073100567, output_fired_time: 1.5810292959, propagate_forward_time: 65.2649841309, propagate_backward_time: 101.9595031738, weight_update_time: 0.2233614922, other_time: 3.5907287598
epoch time: 14.3999490738s, input_fired_time: 0.2075185180, output_fired_time: 0.0000000000, propagate_forward_time: 13.5144786835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779518127
validation[          , genome  6614] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       917.29187, best error:       891.77356 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 174.7053070068s, input_fired_time: 1.6166679859, output_fired_time: 1.5898901224, propagate_forward_time: 65.5563888550, propagate_backward_time: 102.2877807617, weight_update_time: 0.2242402285, other_time: 3.6545791626
epoch time: 14.0438861847s, input_fired_time: 0.2009548694, output_fired_time: 0.0000000000, propagate_forward_time: 13.1954383850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474933624
validation[          , genome  6614] predictions:    9622/  10000 (96.22%), best:    9734/10000 (97.34%), error:      1205.22803, best error:       891.77356 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 175.3573303223s, input_fired_time: 1.6130433083, output_fired_time: 1.5838884115, propagate_forward_time: 65.5728683472, propagate_backward_time: 103.0199050903, weight_update_time: 0.2247882783, other_time: 3.5676269531
epoch time: 13.4126501083s, input_fired_time: 0.1976642013, output_fired_time: 0.0000000000, propagate_forward_time: 12.5520811081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629047394
validation[          , genome  6614] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       901.26373, best error:       891.77356 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 174.8026885986s, input_fired_time: 1.6147379875, output_fired_time: 1.5898051262, propagate_forward_time: 65.2794418335, propagate_backward_time: 102.6695251465, weight_update_time: 0.2255286723, other_time: 3.6491928101
epoch time: 13.4460172653s, input_fired_time: 0.1984549761, output_fired_time: 0.0000000000, propagate_forward_time: 12.6053552628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422071457
validation[          , genome  6614] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       837.64221, best error:       837.64221 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 175.3462371826s, input_fired_time: 1.6180204153, output_fired_time: 1.5890657902, propagate_forward_time: 65.9589385986, propagate_backward_time: 102.5498733521, weight_update_time: 0.2247895747, other_time: 3.6303329468
epoch time: 14.1055850983s, input_fired_time: 0.2046941072, output_fired_time: 0.0000000000, propagate_forward_time: 13.2453985214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554927826
validation[          , genome  6614] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       856.52527, best error:       837.64221 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 175.3077087402s, input_fired_time: 1.6152044535, output_fired_time: 1.5950908661, propagate_forward_time: 65.4858856201, propagate_backward_time: 103.0034103394, weight_update_time: 0.2242923975, other_time: 3.6081161499
epoch time: 13.8941602707s, input_fired_time: 0.2005741596, output_fired_time: 0.0000000000, propagate_forward_time: 13.0601863861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333999634
validation[          , genome  6614] predictions:    9750/  10000 (97.50%), best:    9758/10000 (97.58%), error:       893.51349, best error:       837.64221 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 175.5303192139s, input_fired_time: 1.6221886873, output_fired_time: 1.5940088034, propagate_forward_time: 65.8512878418, propagate_backward_time: 102.8081054688, weight_update_time: 0.2266153693, other_time: 3.6547241211
epoch time: 14.3885793686s, input_fired_time: 0.2086778283, output_fired_time: 0.0000000000, propagate_forward_time: 13.5130805969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668205261
validation[          , genome  6614] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       813.92310, best error:       813.92310 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 174.7961730957s, input_fired_time: 1.6176091433, output_fired_time: 1.5869498253, propagate_forward_time: 65.5540237427, propagate_backward_time: 102.4226760864, weight_update_time: 0.2243075669, other_time: 3.6149139404
epoch time: 12.7540721893s, input_fired_time: 0.1901041418, output_fired_time: 0.0000000000, propagate_forward_time: 11.9575185776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064491272
validation[          , genome  6614] predictions:    9740/  10000 (97.40%), best:    9754/10000 (97.54%), error:       839.38306, best error:       813.92310 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 174.9411773682s, input_fired_time: 1.6167403460, output_fired_time: 1.5871551037, propagate_forward_time: 65.7447204590, propagate_backward_time: 102.4134750366, weight_update_time: 0.2252745181, other_time: 3.5790786743
epoch time: 14.1880273819s, input_fired_time: 0.2056076676, output_fired_time: 0.0000000000, propagate_forward_time: 13.3353176117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471023560
validation[          , genome  6614] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       883.43213, best error:       813.92310 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 174.5604553223s, input_fired_time: 1.6193200350, output_fired_time: 1.5803139210, propagate_forward_time: 65.4917755127, propagate_backward_time: 102.2672882080, weight_update_time: 0.2234183699, other_time: 3.6017608643
epoch time: 14.2558259964s, input_fired_time: 0.2045863420, output_fired_time: 0.0000000000, propagate_forward_time: 13.4126062393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386337280
validation[          , genome  6614] predictions:    9762/  10000 (97.62%), best:    9754/10000 (97.54%), error:       816.21515, best error:       813.92310 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 176.5729827881s, input_fired_time: 1.6311738491, output_fired_time: 1.6048043966, propagate_forward_time: 66.1634368896, propagate_backward_time: 103.5101089478, weight_update_time: 0.2280273587, other_time: 3.6634597778
epoch time: 14.2046937943s, input_fired_time: 0.2088892162, output_fired_time: 0.0000000000, propagate_forward_time: 13.3322505951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635541916
validation[          , genome  6614] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       856.07477, best error:       813.92310 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 170.0634613037s, input_fired_time: 1.5872609615, output_fired_time: 1.5525929928, propagate_forward_time: 63.6075477600, propagate_backward_time: 99.6978912354, weight_update_time: 0.2201674730, other_time: 3.6181640625
epoch time: 14.0724620819s, input_fired_time: 0.2036388963, output_fired_time: 0.0000000000, propagate_forward_time: 13.2039489746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648740768
validation[          , genome  6614] predictions:    9726/  10000 (97.26%), best:    9754/10000 (97.54%), error:       929.57770, best error:       813.92310 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 173.1956176758s, input_fired_time: 1.6083170176, output_fired_time: 1.5686908960, propagate_forward_time: 64.7513961792, propagate_backward_time: 101.6999435425, weight_update_time: 0.2224014103, other_time: 3.5672607422
epoch time: 13.2367401123s, input_fired_time: 0.1966999173, output_fired_time: 0.0000000000, propagate_forward_time: 12.4247369766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153030396
validation[          , genome  6614] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       925.35486, best error:       813.92310 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 170.4865417480s, input_fired_time: 1.5893055201, output_fired_time: 1.5470350981, propagate_forward_time: 63.6923408508, propagate_backward_time: 100.0744323730, weight_update_time: 0.2197480351, other_time: 3.5834350586
epoch time: 14.0088520050s, input_fired_time: 0.2032707781, output_fired_time: 0.0000000000, propagate_forward_time: 13.1709985733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345825195
validation[          , genome  6614] predictions:    9704/  10000 (97.04%), best:    9754/10000 (97.54%), error:       964.50122, best error:       813.92310 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 171.0458221436s, input_fired_time: 1.5974891186, output_fired_time: 1.5646167994, propagate_forward_time: 64.0247268677, propagate_backward_time: 100.2954559326, weight_update_time: 0.2195655555, other_time: 3.5635299683
epoch time: 13.8726301193s, input_fired_time: 0.2033308595, output_fired_time: 0.0000000000, propagate_forward_time: 13.0044851303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648139954
validation[          , genome  6614] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       854.28278, best error:       813.92310 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 173.2565917969s, input_fired_time: 1.6154379845, output_fired_time: 1.5703879595, propagate_forward_time: 64.9533462524, propagate_backward_time: 101.5141067505, weight_update_time: 0.2238690704, other_time: 3.6033172607
epoch time: 14.1859626770s, input_fired_time: 0.2051116526, output_fired_time: 0.0000000000, propagate_forward_time: 13.3459205627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349306107
validation[          , genome  6614] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       944.01959, best error:       813.92310 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 175.6059875488s, input_fired_time: 1.6267400980, output_fired_time: 1.6001503468, propagate_forward_time: 65.8356399536, propagate_backward_time: 102.9868850708, weight_update_time: 0.2250749320, other_time: 3.5565795898
epoch time: 13.7524127960s, input_fired_time: 0.2014329135, output_fired_time: 0.0000000000, propagate_forward_time: 12.9192514420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317281723
validation[          , genome  6614] predictions:    9731/  10000 (97.31%), best:    9754/10000 (97.54%), error:       888.39001, best error:       813.92310 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 174.9725341797s, input_fired_time: 1.6283994913, output_fired_time: 1.5881644487, propagate_forward_time: 65.7206497192, propagate_backward_time: 102.4264068604, weight_update_time: 0.2251849920, other_time: 3.6089096069
epoch time: 13.7447824478s, input_fired_time: 0.2013577372, output_fired_time: 0.0000000000, propagate_forward_time: 12.9121046066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313199997
validation[          , genome  6614] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       888.75775, best error:       813.92310 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 174.3313903809s, input_fired_time: 1.6200791597, output_fired_time: 1.5834363699, propagate_forward_time: 65.3059616089, propagate_backward_time: 102.2153015137, weight_update_time: 0.2238698155, other_time: 3.6066055298
epoch time: 14.1694583893s, input_fired_time: 0.2051152289, output_fired_time: 0.0000000000, propagate_forward_time: 13.3126697540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516733170
validation[          , genome  6614] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       851.55750, best error:       813.92310 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 175.3547363281s, input_fired_time: 1.6285644770, output_fired_time: 1.6000833511, propagate_forward_time: 65.9144592285, propagate_backward_time: 102.6038665771, weight_update_time: 0.2251657248, other_time: 3.6077575684
epoch time: 14.1612043381s, input_fired_time: 0.2048054188, output_fired_time: 0.0000000000, propagate_forward_time: 13.3134412766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429576874
validation[          , genome  6614] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       992.31226, best error:       813.92310 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 177.0580749512s, input_fired_time: 1.6316103935, output_fired_time: 1.6025433540, propagate_forward_time: 66.1684799194, propagate_backward_time: 103.9394912720, weight_update_time: 0.2280298322, other_time: 3.7159576416
epoch time: 14.0948076248s, input_fired_time: 0.2057701498, output_fired_time: 0.0000000000, propagate_forward_time: 13.2369556427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520814896
validation[          , genome  6614] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       941.23969, best error:       813.92310 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 175.4448699951s, input_fired_time: 1.6236947775, output_fired_time: 1.5946456194, propagate_forward_time: 65.7490844727, propagate_backward_time: 102.8961257935, weight_update_time: 0.2248270959, other_time: 3.5813217163
epoch time: 14.1531610489s, input_fired_time: 0.2059735954, output_fired_time: 0.0000000000, propagate_forward_time: 13.3048868179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6423006058
validation[          , genome  6614] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       820.80145, best error:       813.92310 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 174.2949676514s, input_fired_time: 1.6209615469, output_fired_time: 1.5800033808, propagate_forward_time: 65.3178939819, propagate_backward_time: 102.2061157227, weight_update_time: 0.2237403244, other_time: 3.5699996948
epoch time: 13.8365173340s, input_fired_time: 0.2049157917, output_fired_time: 0.0000000000, propagate_forward_time: 12.9270772934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7045240402
validation[          , genome  6614] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:      1008.16333, best error:       813.92310 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.2236175537s, input_fired_time: 1.6289030313, output_fired_time: 1.5886715651, propagate_forward_time: 65.8104400635, propagate_backward_time: 102.6065216064, weight_update_time: 0.2251347452, other_time: 3.5890808105
epoch time: 14.1591835022s, input_fired_time: 0.2070546150, output_fired_time: 0.0000000000, propagate_forward_time: 13.2647733688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873559952
validation[          , genome  6614] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       903.87842, best error:       813.92310 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.5261840820s, input_fired_time: 1.6226531267, output_fired_time: 1.5783326626, propagate_forward_time: 65.0582809448, propagate_backward_time: 101.5784988403, weight_update_time: 0.2240275443, other_time: 3.6884155273
epoch time: 14.4035549164s, input_fired_time: 0.2085986435, output_fired_time: 0.0000000000, propagate_forward_time: 13.5415935516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533622742
validation[          , genome  6614] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       889.58582, best error:       813.92310 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 172.2390899658s, input_fired_time: 1.6070237160, output_fired_time: 1.5673097372, propagate_forward_time: 64.4981307983, propagate_backward_time: 101.0523452759, weight_update_time: 0.2200780213, other_time: 3.5142822266
epoch time: 13.8606538773s, input_fired_time: 0.2032974809, output_fired_time: 0.0000000000, propagate_forward_time: 13.0234050751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339511871
validation[          , genome  6614] predictions:    9720/  10000 (97.20%), best:    9754/10000 (97.54%), error:       970.12445, best error:       813.92310 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 172.4315948486s, input_fired_time: 1.6030373573, output_fired_time: 1.5668768883, propagate_forward_time: 64.1243286133, propagate_backward_time: 101.5966186523, weight_update_time: 0.2212715149, other_time: 3.5407257080
epoch time: 13.1723670959s, input_fired_time: 0.1956977397, output_fired_time: 0.0000000000, propagate_forward_time: 12.3625869751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140823364
validation[          , genome  6614] predictions:    9718/  10000 (97.18%), best:    9754/10000 (97.54%), error:       915.66785, best error:       813.92310 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 174.0924835205s, input_fired_time: 1.6208997965, output_fired_time: 1.5889226198, propagate_forward_time: 65.0281066895, propagate_backward_time: 102.2659759521, weight_update_time: 0.2231682986, other_time: 3.5885772705
epoch time: 13.2287359238s, input_fired_time: 0.1974483132, output_fired_time: 0.0000000000, propagate_forward_time: 12.3873720169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439151764
validation[          , genome  6614] predictions:    9720/  10000 (97.20%), best:    9754/10000 (97.54%), error:       891.77063, best error:       813.92310 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 174.3788757324s, input_fired_time: 1.6212577820, output_fired_time: 1.5860271454, propagate_forward_time: 65.0913619995, propagate_backward_time: 102.5029525757, weight_update_time: 0.2239454687, other_time: 3.5772705078
epoch time: 14.3362073898s, input_fired_time: 0.2085714191, output_fired_time: 0.0000000000, propagate_forward_time: 13.4788570404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487789154
validation[          , genome  6614] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       958.78058, best error:       813.92310 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 176.1438293457s, input_fired_time: 1.6354452372, output_fired_time: 1.6045252085, propagate_forward_time: 66.1628265381, propagate_backward_time: 103.1576004028, weight_update_time: 0.2271533608, other_time: 3.5834274292
epoch time: 14.3582534790s, input_fired_time: 0.2105578780, output_fired_time: 0.0000000000, propagate_forward_time: 13.4936218262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540737152
validation[          , genome  6614] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       945.88043, best error:       813.92310 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 174.7553710938s, input_fired_time: 1.6308171749, output_fired_time: 1.6028425694, propagate_forward_time: 65.4570465088, propagate_backward_time: 102.3718948364, weight_update_time: 0.2241009623, other_time: 3.6927719116
epoch time: 14.2925491333s, input_fired_time: 0.2092454582, output_fired_time: 0.0000000000, propagate_forward_time: 13.4040374756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6792659760
validation[          , genome  6614] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       863.38953, best error:       813.92310 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 175.0615386963s, input_fired_time: 1.6285009384, output_fired_time: 1.5813694000, propagate_forward_time: 65.4661178589, propagate_backward_time: 102.7747192383, weight_update_time: 0.2250255048, other_time: 3.6108322144
epoch time: 12.7155323029s, input_fired_time: 0.1916272193, output_fired_time: 0.0000000000, propagate_forward_time: 11.8852977753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386070251
validation[          , genome  6614] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       923.21112, best error:       813.92310 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 177.2191162109s, input_fired_time: 1.6465376616, output_fired_time: 1.6149499416, propagate_forward_time: 66.4071350098, propagate_backward_time: 103.8716201782, weight_update_time: 0.2274184525, other_time: 3.6788864136
epoch time: 14.2659807205s, input_fired_time: 0.2084987760, output_fired_time: 0.0000000000, propagate_forward_time: 13.3772916794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6801900864
validation[          , genome  6614] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       933.43756, best error:       813.92310 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 177.2612609863s, input_fired_time: 1.6461676359, output_fired_time: 1.6015967131, propagate_forward_time: 66.4381484985, propagate_backward_time: 103.8519058228, weight_update_time: 0.2283651233, other_time: 3.7234497070
epoch time: 13.8323650360s, input_fired_time: 0.2046197653, output_fired_time: 0.0000000000, propagate_forward_time: 12.9315690994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961765289
validation[          , genome  6614] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       935.16870, best error:       813.92310 on epoch:    73, 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: 69.8003997803s, input_fired_time: 1.0121010542, output_fired_time: 0.0000000000, propagate_forward_time: 65.5579299927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2303695679
best training[          , genome  6614] predictions:   49477/  50000 (98.95%), best:    9754/10000 (97.54%), error:      2058.09009, best error:       813.92310 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 13.8260726929s, input_fired_time: 0.2008043081, output_fired_time: 0.0000000000, propagate_forward_time: 12.9458169937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794509888
   testing[          , genome  6614] predictions:    9768/  10000 (97.68%), best:    9754/10000 (97.54%), error:       767.05981, best error:       813.92310 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:25:57 (3028): called boinc_finish(0)

</stderr_txt>
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