Nameexact_genome_1512735002_41_25573_2
Workunit2699125
Created20 Dec 2017, 19:40:06 UTC
Sent20 Dec 2017, 20:11:34 UTC
Report deadline23 Feb 2018, 12:38:30 UTC
Received22 Dec 2017, 11:45:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 8 hours 29 min 48 sec
CPU time1 days 0 hours 56 min 59 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.75 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size181.24 MB
Peak swap size184.32 MB
Peak disk usage7.14 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
637, other_time: 11.1314697266
epoch time: 75.7430267334s, input_fired_time: 1.4597247839, output_fired_time: 0.0000000000, propagate_forward_time: 72.2470169067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0362854004
validation[          , genome 25573] predictions:    9827/  10000 (98.27%), best:    9855/10000 (98.55%), error:       505.63657, best error:       471.80698 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 931.7478027344s, input_fired_time: 11.6005649567, output_fired_time: 10.9304761887, propagate_forward_time: 349.6059265137, propagate_backward_time: 548.5332031250, weight_update_time: 0.7634710670, other_time: 11.0776367188
epoch time: 71.5761337280s, input_fired_time: 1.4204919338, output_fired_time: 0.0000000000, propagate_forward_time: 68.1922378540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9634017944
validation[          , genome 25573] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       547.54858, best error:       471.80698 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 965.3535156250s, input_fired_time: 11.9437465668, output_fired_time: 11.3579053879, propagate_forward_time: 362.3322143555, propagate_backward_time: 568.4660644531, weight_update_time: 0.7345250845, other_time: 11.2536010742
epoch time: 79.2631988525s, input_fired_time: 1.5691891909, output_fired_time: 0.0000000000, propagate_forward_time: 75.5360183716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1579895020
validation[          , genome 25573] predictions:    9838/  10000 (98.38%), best:    9855/10000 (98.55%), error:       516.20117, best error:       471.80698 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1075.2087402344s, input_fired_time: 13.1563873291, output_fired_time: 12.8243312836, propagate_forward_time: 404.2032165527, propagate_backward_time: 632.4124145508, weight_update_time: 0.7960002422, other_time: 12.6123657227
epoch time: 87.9435501099s, input_fired_time: 1.7502210140, output_fired_time: 0.0000000000, propagate_forward_time: 83.7983398438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3949890137
validation[          , genome 25573] predictions:    9821/  10000 (98.21%), best:    9855/10000 (98.55%), error:       553.24316, best error:       471.80698 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1150.1383056641s, input_fired_time: 14.4065475464, output_fired_time: 13.6511631012, propagate_forward_time: 433.8026428223, propagate_backward_time: 674.8619384766, weight_update_time: 0.9074305296, other_time: 13.4161376953
epoch time: 98.5633392334s, input_fired_time: 2.1004471779, output_fired_time: 0.0000000000, propagate_forward_time: 93.8867797852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5761108398
validation[          , genome 25573] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       444.99164, best error:       444.99164 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1124.5521240234s, input_fired_time: 14.1393842697, output_fired_time: 13.2459144592, propagate_forward_time: 423.1231079102, propagate_backward_time: 661.1058349609, weight_update_time: 0.8273533583, other_time: 12.9378051758
epoch time: 76.2367935181s, input_fired_time: 1.5344848633, output_fired_time: 0.0000000000, propagate_forward_time: 72.6375885010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0647201538
validation[          , genome 25573] predictions:    9834/  10000 (98.34%), best:    9876/10000 (98.76%), error:       530.74097, best error:       444.99164 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 947.8004150391s, input_fired_time: 11.7985763550, output_fired_time: 11.1442956924, propagate_forward_time: 356.3271789551, propagate_backward_time: 557.3012084961, weight_update_time: 0.7332950234, other_time: 11.2291870117
epoch time: 71.8385467529s, input_fired_time: 1.4235718250, output_fired_time: 0.0000000000, propagate_forward_time: 68.4306945801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9842834473
validation[          , genome 25573] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       434.15762, best error:       434.15762 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 888.6619873047s, input_fired_time: 11.2391033173, output_fired_time: 10.4386453629, propagate_forward_time: 332.3440856934, propagate_backward_time: 523.8726806641, weight_update_time: 0.7162156105, other_time: 10.7674560547
epoch time: 67.8839569092s, input_fired_time: 1.3599087000, output_fired_time: 0.0000000000, propagate_forward_time: 64.5883483887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9356994629
validation[          , genome 25573] predictions:    9818/  10000 (98.18%), best:    9862/10000 (98.62%), error:       582.06073, best error:       434.15762 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 880.0060424805s, input_fired_time: 11.1379947662, output_fired_time: 10.3528614044, propagate_forward_time: 328.1779785156, propagate_backward_time: 519.6146850586, weight_update_time: 0.7144569159, other_time: 10.7225341797
epoch time: 71.5134124756s, input_fired_time: 1.4160449505, output_fired_time: 0.0000000000, propagate_forward_time: 68.1089096069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9884567261
validation[          , genome 25573] predictions:    9856/  10000 (98.56%), best:    9862/10000 (98.62%), error:       436.98029, best error:       434.15762 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 919.3161621094s, input_fired_time: 11.5211782455, output_fired_time: 10.7217721939, propagate_forward_time: 344.8359680176, propagate_backward_time: 541.3140258789, weight_update_time: 0.7313135266, other_time: 10.9231567383
epoch time: 71.3311538696s, input_fired_time: 1.4202493429, output_fired_time: 0.0000000000, propagate_forward_time: 67.9264373779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9844665527
validation[          , genome 25573] predictions:    9826/  10000 (98.26%), best:    9862/10000 (98.62%), error:       600.17291, best error:       434.15762 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 903.2606201172s, input_fired_time: 11.3407163620, output_fired_time: 10.5995969772, propagate_forward_time: 337.5387268066, propagate_backward_time: 532.9366455078, weight_update_time: 0.7228252888, other_time: 10.8449707031
epoch time: 69.4949722290s, input_fired_time: 1.3886176348, output_fired_time: 0.0000000000, propagate_forward_time: 66.1505737305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9557800293
validation[          , genome 25573] predictions:    9834/  10000 (98.34%), best:    9862/10000 (98.62%), error:       543.19568, best error:       434.15762 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 877.3276367188s, input_fired_time: 11.1316471100, output_fired_time: 10.2783613205, propagate_forward_time: 327.3537292480, propagate_backward_time: 517.8798828125, weight_update_time: 0.7100754380, other_time: 10.6839599609
epoch time: 67.2789688110s, input_fired_time: 1.3539371490, output_fired_time: 0.0000000000, propagate_forward_time: 63.9946746826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9303588867
validation[          , genome 25573] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       431.49643, best error:       431.49643 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 810.0061035156s, input_fired_time: 10.5806903839, output_fired_time: 9.5018491745, propagate_forward_time: 299.2187194824, propagate_backward_time: 480.4788513184, weight_update_time: 0.6686688066, other_time: 10.2260131836
epoch time: 64.3418655396s, input_fired_time: 1.3167022467, output_fired_time: 0.0000000000, propagate_forward_time: 61.1335334778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916282654
validation[          , genome 25573] predictions:    9757/  10000 (97.57%), best:    9858/10000 (98.58%), error:       730.29028, best error:       431.49643 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 831.0546264648s, input_fired_time: 10.7425127029, output_fired_time: 9.7931175232, propagate_forward_time: 307.5679016113, propagate_backward_time: 492.5694580078, weight_update_time: 0.6863711476, other_time: 10.3816833496
epoch time: 63.3861770630s, input_fired_time: 1.2980632782, output_fired_time: 0.0000000000, propagate_forward_time: 60.2049980164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8831138611
validation[          , genome 25573] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       377.28064, best error:       377.28064 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 826.2943115234s, input_fired_time: 10.7200136185, output_fired_time: 9.7513790131, propagate_forward_time: 305.7818603516, propagate_backward_time: 489.6924438477, weight_update_time: 0.6824268103, other_time: 10.3485717773
epoch time: 67.8215866089s, input_fired_time: 1.3629400730, output_fired_time: 0.0000000000, propagate_forward_time: 64.5437164307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9149322510
validation[          , genome 25573] predictions:    9822/  10000 (98.22%), best:    9885/10000 (98.85%), error:       545.82391, best error:       377.28064 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 938.4384765625s, input_fired_time: 11.8510160446, output_fired_time: 11.1007127762, propagate_forward_time: 351.6747131348, propagate_backward_time: 552.5542602539, weight_update_time: 0.7574001551, other_time: 11.2577514648
epoch time: 78.3628845215s, input_fired_time: 1.4919179678, output_fired_time: 0.0000000000, propagate_forward_time: 74.6505661011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2203979492
validation[          , genome 25573] predictions:    9857/  10000 (98.57%), best:    9885/10000 (98.85%), error:       445.99893, best error:       377.28064 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 968.7561645508s, input_fired_time: 12.2163820267, output_fired_time: 11.2568054199, propagate_forward_time: 363.9229431152, propagate_backward_time: 569.8078613281, weight_update_time: 0.7977349758, other_time: 11.5521240234
epoch time: 73.7681961060s, input_fired_time: 1.4745528698, output_fired_time: 0.0000000000, propagate_forward_time: 70.2606964111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0329437256
validation[          , genome 25573] predictions:    9815/  10000 (98.15%), best:    9885/10000 (98.85%), error:       590.17096, best error:       377.28064 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 947.6685791016s, input_fired_time: 11.7916421890, output_fired_time: 11.2634067535, propagate_forward_time: 355.5010681152, propagate_backward_time: 557.7216796875, weight_update_time: 0.7830343843, other_time: 11.3907470703
epoch time: 73.9293746948s, input_fired_time: 1.4750421047, output_fired_time: 0.0000000000, propagate_forward_time: 70.4218521118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0324783325
validation[          , genome 25573] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       374.56088, best error:       374.56088 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 946.5184326172s, input_fired_time: 11.7299423218, output_fired_time: 11.1238822937, propagate_forward_time: 354.9610595703, propagate_backward_time: 557.5403442383, weight_update_time: 0.7515283823, other_time: 11.1632080078
epoch time: 73.3385009766s, input_fired_time: 1.4458351135, output_fired_time: 0.0000000000, propagate_forward_time: 69.8805618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0121078491
validation[          , genome 25573] predictions:    9844/  10000 (98.44%), best:    9892/10000 (98.92%), error:       494.51678, best error:       374.56088 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 938.4347534180s, input_fired_time: 11.6846027374, output_fired_time: 10.9751815796, propagate_forward_time: 352.2167053223, propagate_backward_time: 552.3670043945, weight_update_time: 0.7336766720, other_time: 11.1912231445
epoch time: 74.4371566772s, input_fired_time: 1.4462752342, output_fired_time: 0.0000000000, propagate_forward_time: 70.9309844971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0598983765
validation[          , genome 25573] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       416.25430, best error:       374.56088 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 964.9393920898s, input_fired_time: 12.0076704025, output_fired_time: 11.2583026886, propagate_forward_time: 363.1630554199, propagate_backward_time: 566.9957275391, weight_update_time: 0.8278020620, other_time: 11.5146484375
epoch time: 78.9896316528s, input_fired_time: 1.5885090828, output_fired_time: 0.0000000000, propagate_forward_time: 75.2072677612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1938552856
validation[          , genome 25573] predictions:    9866/  10000 (98.66%), best:    9892/10000 (98.92%), error:       438.67639, best error:       374.56088 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1044.6210937500s, input_fired_time: 12.9462013245, output_fired_time: 12.3703680038, propagate_forward_time: 393.1207885742, propagate_backward_time: 613.9149780273, weight_update_time: 0.8266323209, other_time: 12.2687988281
epoch time: 85.3707504272s, input_fired_time: 1.7264782190, output_fired_time: 0.0000000000, propagate_forward_time: 81.2883682251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3559036255
validation[          , genome 25573] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       396.54251, best error:       374.56088 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1056.7343750000s, input_fired_time: 13.2758350372, output_fired_time: 12.6055450439, propagate_forward_time: 397.1629943848, propagate_backward_time: 620.9631958008, weight_update_time: 0.8577093482, other_time: 12.7267456055
epoch time: 91.8637466431s, input_fired_time: 1.8583940268, output_fired_time: 0.0000000000, propagate_forward_time: 87.4941406250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5112152100
validation[          , genome 25573] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       389.24890, best error:       374.56088 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1081.0069580078s, input_fired_time: 13.8285102844, output_fired_time: 12.7454710007, propagate_forward_time: 405.1054687500, propagate_backward_time: 636.2436523438, weight_update_time: 0.8892278075, other_time: 13.0838623047
epoch time: 82.0734939575s, input_fired_time: 1.6065295935, output_fired_time: 0.0000000000, propagate_forward_time: 78.0371551514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4298095703
validation[          , genome 25573] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       355.64301, best error:       355.64301 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1051.7850341797s, input_fired_time: 13.1133232117, output_fired_time: 12.2333602905, propagate_forward_time: 395.6969604492, propagate_backward_time: 618.0985717773, weight_update_time: 0.8429455757, other_time: 12.6428222656
epoch time: 79.0237350464s, input_fired_time: 1.6218327284, output_fired_time: 0.0000000000, propagate_forward_time: 75.2444076538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1574935913
validation[          , genome 25573] predictions:    9861/  10000 (98.61%), best:    9892/10000 (98.92%), error:       449.51044, best error:       355.64301 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1025.4124755859s, input_fired_time: 12.6873798370, output_fired_time: 12.0714588165, propagate_forward_time: 385.0799560547, propagate_backward_time: 603.4773559570, weight_update_time: 0.7794190645, other_time: 12.0963134766
epoch time: 82.0935134888s, input_fired_time: 1.6036106348, output_fired_time: 0.0000000000, propagate_forward_time: 78.1570663452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3328399658
validation[          , genome 25573] predictions:    9885/  10000 (98.85%), best:    9892/10000 (98.92%), error:       365.32861, best error:       355.64301 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1078.2430419922s, input_fired_time: 14.1003656387, output_fired_time: 12.4775867462, propagate_forward_time: 405.4465637207, propagate_backward_time: 633.6762695313, weight_update_time: 0.7810844183, other_time: 12.5423583984
epoch time: 79.7249679565s, input_fired_time: 1.5794909000, output_fired_time: 0.0000000000, propagate_forward_time: 75.9676437378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1778335571
validation[          , genome 25573] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       358.04092, best error:       355.64301 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 976.4021606445s, input_fired_time: 12.3526134491, output_fired_time: 11.6119403839, propagate_forward_time: 366.3081970215, propagate_backward_time: 574.5711059570, weight_update_time: 0.7505069375, other_time: 11.5582885742
epoch time: 80.1670150757s, input_fired_time: 1.4943351746, output_fired_time: 0.0000000000, propagate_forward_time: 76.4256286621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2470550537
validation[          , genome 25573] predictions:    9865/  10000 (98.65%), best:    9892/10000 (98.92%), error:       414.87976, best error:       355.64301 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 993.4413452148s, input_fired_time: 12.3243970871, output_fired_time: 11.8146228790, propagate_forward_time: 373.6897277832, propagate_backward_time: 583.7316284180, weight_update_time: 0.7960630655, other_time: 11.8809204102
epoch time: 78.7861480713s, input_fired_time: 1.5620542765, output_fired_time: 0.0000000000, propagate_forward_time: 75.0275573730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1965332031
validation[          , genome 25573] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       362.02979, best error:       355.64301 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1011.8217163086s, input_fired_time: 12.9730911255, output_fired_time: 12.2951860428, propagate_forward_time: 379.7063903809, propagate_backward_time: 594.7908935547, weight_update_time: 0.7823441029, other_time: 12.0561523438
epoch time: 85.8745193481s, input_fired_time: 1.6215065718, output_fired_time: 0.0000000000, propagate_forward_time: 82.0541229248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1988906860
validation[          , genome 25573] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       392.45306, best error:       355.64301 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1105.3623046875s, input_fired_time: 13.7072811127, output_fired_time: 12.6912736893, propagate_forward_time: 414.2952880859, propagate_backward_time: 651.6506958008, weight_update_time: 0.9528129697, other_time: 13.0177612305
epoch time: 84.6295623779s, input_fired_time: 1.6727308035, output_fired_time: 0.0000000000, propagate_forward_time: 80.6595611572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2972717285
validation[          , genome 25573] predictions:    9868/  10000 (98.68%), best:    9892/10000 (98.92%), error:       423.69769, best error:       355.64301 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1096.2437744141s, input_fired_time: 13.7462253571, output_fired_time: 13.0458717346, propagate_forward_time: 412.2546386719, propagate_backward_time: 643.9400024414, weight_update_time: 0.8900233507, other_time: 13.2570190430
epoch time: 87.2494049072s, input_fired_time: 1.8128751516, output_fired_time: 0.0000000000, propagate_forward_time: 83.0799407959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3565902710
validation[          , genome 25573] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       336.59674, best error:       336.59674 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1038.1326904297s, input_fired_time: 13.4174337387, output_fired_time: 12.2122430801, propagate_forward_time: 389.6641540527, propagate_backward_time: 610.4138183594, weight_update_time: 0.7968341112, other_time: 12.4250488281
epoch time: 99.6218719482s, input_fired_time: 2.0172660351, output_fired_time: 0.0000000000, propagate_forward_time: 94.8810577393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7235488892
validation[          , genome 25573] predictions:    9874/  10000 (98.74%), best:    9886/10000 (98.86%), error:       383.67606, best error:       336.59674 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1156.5363769531s, input_fired_time: 14.1916885376, output_fired_time: 13.5106887817, propagate_forward_time: 434.9097900391, propagate_backward_time: 679.9274291992, weight_update_time: 0.9507977962, other_time: 13.9967651367
epoch time: 92.3613128662s, input_fired_time: 1.9430252314, output_fired_time: 0.0000000000, propagate_forward_time: 87.8214035034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5968856812
validation[          , genome 25573] predictions:    9872/  10000 (98.72%), best:    9886/10000 (98.86%), error:       414.82980, best error:       336.59674 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1208.3675537109s, input_fired_time: 15.0347061157, output_fired_time: 14.4158344269, propagate_forward_time: 454.0743103027, propagate_backward_time: 710.3713378906, weight_update_time: 0.9864117503, other_time: 14.4713134766
epoch time: 119.3823928833s, input_fired_time: 2.3590095043, output_fired_time: 0.0000000000, propagate_forward_time: 113.7489624023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2744216919
validation[          , genome 25573] predictions:    9894/  10000 (98.94%), best:    9886/10000 (98.86%), error:       348.49731, best error:       336.59674 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1097.0926513672s, input_fired_time: 14.2442760468, output_fired_time: 12.7860794067, propagate_forward_time: 411.9158020020, propagate_backward_time: 645.1988525391, weight_update_time: 0.9516001344, other_time: 12.9476318359
epoch time: 91.7764892578s, input_fired_time: 1.7874151468, output_fired_time: 0.0000000000, propagate_forward_time: 87.5298767090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4591979980
validation[          , genome 25573] predictions:    9898/  10000 (98.98%), best:    9886/10000 (98.86%), error:       346.35733, best error:       336.59674 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1477.5736083984s, input_fired_time: 18.4798126221, output_fired_time: 17.8289909363, propagate_forward_time: 555.6195678711, propagate_backward_time: 868.0328369141, weight_update_time: 1.0804051161, other_time: 17.6123657227
epoch time: 145.8532104492s, input_fired_time: 3.2564768791, output_fired_time: 0.0000000000, propagate_forward_time: 138.4147186279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1820220947
validation[          , genome 25573] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       324.25745, best error:       324.25745 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1844.8520507813s, input_fired_time: 23.0169525146, output_fired_time: 21.4317665100, propagate_forward_time: 693.1818847656, propagate_backward_time: 1086.0577392578, weight_update_time: 1.5155944824, other_time: 21.1636962891
epoch time: 126.6984939575s, input_fired_time: 2.2189896107, output_fired_time: 0.0000000000, propagate_forward_time: 120.9594039917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5201034546
validation[          , genome 25573] predictions:    9893/  10000 (98.93%), best:    9895/10000 (98.95%), error:       345.77124, best error:       324.25745 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1663.2204589844s, input_fired_time: 21.4389324188, output_fired_time: 19.2661533356, propagate_forward_time: 624.2260131836, propagate_backward_time: 978.5374145508, weight_update_time: 1.2515957355, other_time: 19.7519531250
epoch time: 173.4364166260s, input_fired_time: 3.1169972420, output_fired_time: 0.0000000000, propagate_forward_time: 165.2195587158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.0998535156
validation[          , genome 25573] predictions:    9892/  10000 (98.92%), best:    9895/10000 (98.95%), error:       355.75372, best error:       324.25745 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 3067.5141601563s, input_fired_time: 34.8209953308, output_fired_time: 34.1657562256, propagate_forward_time: 1156.5413818359, propagate_backward_time: 1806.0042724609, weight_update_time: 2.2578854561, other_time: 35.9816894531
epoch time: 254.8359069824s, input_fired_time: 5.2967987061, output_fired_time: 0.0000000000, propagate_forward_time: 242.6097564697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.9293518066
validation[          , genome 25573] predictions:    9878/  10000 (98.78%), best:    9895/10000 (98.95%), error:       374.97766, best error:       324.25745 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 3703.6276855469s, input_fired_time: 46.4964942932, output_fired_time: 44.1701507568, propagate_forward_time: 1390.6735839844, propagate_backward_time: 2177.3874511719, weight_update_time: 2.6016619205, other_time: 44.8999023438
epoch time: 290.2841186523s, input_fired_time: 5.8126568794, output_fired_time: 0.0000000000, propagate_forward_time: 276.9494018555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5220642090
validation[          , genome 25573] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       321.20111, best error:       321.20111 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 3539.6081542969s, input_fired_time: 41.8654937744, output_fired_time: 41.3095741272, propagate_forward_time: 1332.6418457031, propagate_backward_time: 2080.0703125000, weight_update_time: 3.0460007191, other_time: 43.7209472656
epoch time: 237.6412811279s, input_fired_time: 5.1213564873, output_fired_time: 0.0000000000, propagate_forward_time: 225.7122192383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.8077087402
validation[          , genome 25573] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       380.96759, best error:       321.20111 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 3434.9814453125s, input_fired_time: 42.0026817322, output_fired_time: 40.2794113159, propagate_forward_time: 1287.7161865234, propagate_backward_time: 2024.1884765625, weight_update_time: 2.5310218334, other_time: 40.7949218750
epoch time: 310.1555175781s, input_fired_time: 5.5028929710, output_fired_time: 0.0000000000, propagate_forward_time: 297.0787658691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5738525391
validation[          , genome 25573] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       308.12558, best error:       308.12558 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 4094.3466796875s, input_fired_time: 51.9530258179, output_fired_time: 46.8694152832, propagate_forward_time: 1534.0393066406, propagate_backward_time: 2412.9680175781, weight_update_time: 3.6871275902, other_time: 48.5168457031
epoch time: 325.5706787109s, input_fired_time: 4.3468790054, output_fired_time: 0.0000000000, propagate_forward_time: 310.2966613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.9271240234
validation[          , genome 25573] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       339.78741, best error:       308.12558 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 3780.7397460938s, input_fired_time: 51.8238258362, output_fired_time: 43.5270156860, propagate_forward_time: 1414.9266357422, propagate_backward_time: 2224.5073242188, weight_update_time: 3.2792124748, other_time: 45.9550781250
epoch time: 291.1842651367s, input_fired_time: 5.6135191917, output_fired_time: 0.0000000000, propagate_forward_time: 277.3785705566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.1921691895
validation[          , genome 25573] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       306.84418, best error:       306.84418 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 3295.1528320313s, input_fired_time: 44.3332366943, output_fired_time: 37.3525276184, propagate_forward_time: 1236.1524658203, propagate_backward_time: 1938.8654785156, weight_update_time: 2.2812864780, other_time: 38.4490966797
epoch time: 237.1909027100s, input_fired_time: 3.9911351204, output_fired_time: 0.0000000000, propagate_forward_time: 226.5202636719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6795043945
validation[          , genome 25573] predictions:    9890/  10000 (98.90%), best:    9903/10000 (99.03%), error:       345.80948, best error:       306.84418 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1635.3699951172s, input_fired_time: 21.1838760376, output_fired_time: 20.3289527893, propagate_forward_time: 613.8828735352, propagate_backward_time: 960.6372070313, weight_update_time: 1.6199649572, other_time: 19.3370971680
epoch time: 136.9959564209s, input_fired_time: 2.7308335304, output_fired_time: 0.0000000000, propagate_forward_time: 130.7881164551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4770050049
validation[          , genome 25573] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       314.93326, best error:       306.84418 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1083.6008300781s, input_fired_time: 13.7848119736, output_fired_time: 12.5965671539, propagate_forward_time: 407.0091552734, propagate_backward_time: 637.1441040039, weight_update_time: 0.8754760623, other_time: 13.0662231445
epoch time: 82.9794006348s, input_fired_time: 1.8478370905, output_fired_time: 0.0000000000, propagate_forward_time: 78.8840255737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2475357056
validation[          , genome 25573] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       298.50101, best error:       298.50101 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1002.2315673828s, input_fired_time: 12.6921634674, output_fired_time: 11.7346553802, propagate_forward_time: 375.6399841309, propagate_backward_time: 590.4402465820, weight_update_time: 0.7826001048, other_time: 11.7245483398
epoch time: 78.9774398804s, input_fired_time: 1.5365214348, output_fired_time: 0.0000000000, propagate_forward_time: 75.1935806274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2473373413
validation[          , genome 25573] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       315.07452, best error:       298.50101 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 984.5686035156s, input_fired_time: 12.3818273544, output_fired_time: 11.4077301025, propagate_forward_time: 369.9596557617, propagate_backward_time: 578.9932250977, weight_update_time: 0.7967991829, other_time: 11.8261718750
epoch time: 79.1476821899s, input_fired_time: 1.6103838682, output_fired_time: 0.0000000000, propagate_forward_time: 75.3438796997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1934204102
validation[          , genome 25573] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       312.72330, best error:       298.50101 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 888.6922607422s, input_fired_time: 11.3823328018, output_fired_time: 10.4177522659, propagate_forward_time: 332.6450805664, propagate_backward_time: 523.3345336914, weight_update_time: 0.7116227150, other_time: 10.9125976563
epoch time: 58.2801284790s, input_fired_time: 1.2314797640, output_fired_time: 0.0000000000, propagate_forward_time: 55.2721366882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7765121460
validation[          , genome 25573] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       305.25449, best error:       298.50101 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 763.1614990234s, input_fired_time: 10.2983341217, output_fired_time: 9.0196628571, propagate_forward_time: 281.1133117676, propagate_backward_time: 452.7755432129, weight_update_time: 0.6460636258, other_time: 9.9546508789
epoch time: 59.3278846741s, input_fired_time: 1.2534416914, output_fired_time: 0.0000000000, propagate_forward_time: 56.2532005310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8212432861
validation[          , genome 25573] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       319.08258, best error:       298.50101 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 797.4107666016s, input_fired_time: 10.5367574692, output_fired_time: 9.4558506012, propagate_forward_time: 292.6643981934, propagate_backward_time: 474.6449584961, weight_update_time: 0.6619611382, other_time: 10.1087951660
epoch time: 64.2183303833s, input_fired_time: 1.3275991678, output_fired_time: 0.0000000000, propagate_forward_time: 61.0064544678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8842773438
validation[          , genome 25573] predictions:    9911/  10000 (99.11%), best:    9908/10000 (99.08%), error:       300.36313, best error:       298.50101 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 819.7487792969s, input_fired_time: 10.7533969879, output_fired_time: 9.6825151443, propagate_forward_time: 304.1438293457, propagate_backward_time: 484.8152160645, weight_update_time: 0.6790381670, other_time: 10.3538208008
epoch time: 65.7479400635s, input_fired_time: 1.3482737541, output_fired_time: 0.0000000000, propagate_forward_time: 62.4850387573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9146270752
validation[          , genome 25573] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       338.43277, best error:       298.50101 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 833.2069702148s, input_fired_time: 10.8541374207, output_fired_time: 9.8855810165, propagate_forward_time: 308.4602355957, propagate_backward_time: 493.6192932129, weight_update_time: 0.6819244027, other_time: 10.3877563477
epoch time: 68.0620651245s, input_fired_time: 1.3834898472, output_fired_time: 0.0000000000, propagate_forward_time: 64.7391815186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9393920898
validation[          , genome 25573] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       310.91382, best error:       298.50101 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 883.7822265625s, input_fired_time: 11.2640609741, output_fired_time: 10.3959016800, propagate_forward_time: 328.9344787598, propagate_backward_time: 522.4793090820, weight_update_time: 0.7104406953, other_time: 10.7085571289
epoch time: 68.7347869873s, input_fired_time: 1.3937361240, output_fired_time: 0.0000000000, propagate_forward_time: 65.3892211914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9518280029
validation[          , genome 25573] predictions:    9912/  10000 (99.12%), best:    9908/10000 (99.08%), error:       307.39172, best error:       298.50101 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 857.9294433594s, input_fired_time: 11.0802536011, output_fired_time: 10.0783777237, propagate_forward_time: 319.9632873535, propagate_backward_time: 506.2210083008, weight_update_time: 0.6995152235, other_time: 10.5864868164
epoch time: 66.2764511108s, input_fired_time: 1.3602333069, output_fired_time: 0.0000000000, propagate_forward_time: 63.0077629089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9084510803
validation[          , genome 25573] predictions:    9891/  10000 (98.91%), best:    9908/10000 (99.08%), error:       340.79672, best error:       298.50101 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 822.3537597656s, input_fired_time: 10.7730503082, output_fired_time: 9.7577667236, propagate_forward_time: 304.9354248047, propagate_backward_time: 486.5040283203, weight_update_time: 0.6845240593, other_time: 10.3834838867
epoch time: 61.8362083435s, input_fired_time: 1.2949720621, output_fired_time: 0.0000000000, propagate_forward_time: 58.6906356812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8506011963
validation[          , genome 25573] predictions:    9895/  10000 (98.95%), best:    9908/10000 (99.08%), error:       335.14938, best error:       298.50101 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 768.6331787109s, input_fired_time: 10.3450717926, output_fired_time: 9.2653856277, propagate_forward_time: 282.0838012695, propagate_backward_time: 456.9666442871, weight_update_time: 0.6485029459, other_time: 9.9722595215
epoch time: 51.7610092163s, input_fired_time: 1.1413683891, output_fired_time: 0.0000000000, propagate_forward_time: 48.9195098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7001304626
validation[          , genome 25573] predictions:    9890/  10000 (98.90%), best:    9908/10000 (99.08%), error:       355.59076, best error:       298.50101 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 682.0848999023s, input_fired_time: 9.6696214676, output_fired_time: 8.3522653580, propagate_forward_time: 246.3097534180, propagate_backward_time: 408.4166259766, weight_update_time: 0.5960374475, other_time: 9.3366088867
epoch time: 48.4640426636s, input_fired_time: 1.0887390375, output_fired_time: 0.0000000000, propagate_forward_time: 45.7039070129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6713981628
validation[          , genome 25573] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       321.03699, best error:       298.50101 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 588.9666748047s, input_fired_time: 8.9053297043, output_fired_time: 7.1929955482, propagate_forward_time: 208.4807281494, propagate_backward_time: 355.6158142090, weight_update_time: 0.5484948158, other_time: 8.7718200684
epoch time: 42.6280479431s, input_fired_time: 1.0011667013, output_fired_time: 0.0000000000, propagate_forward_time: 40.0635452271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5633354187
validation[          , genome 25573] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       302.41190, best error:       298.50101 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 528.8371582031s, input_fired_time: 8.4527778625, output_fired_time: 6.5607857704, propagate_forward_time: 185.5547332764, propagate_backward_time: 319.9658813477, weight_update_time: 0.5082684755, other_time: 8.3029785156
epoch time: 38.6340789795s, input_fired_time: 0.9436058998, output_fired_time: 0.0000000000, propagate_forward_time: 36.2046203613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4858512878
validation[          , genome 25573] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       295.56223, best error:       295.56223 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 510.7345581055s, input_fired_time: 8.2745304108, output_fired_time: 6.3257975578, propagate_forward_time: 178.5835876465, propagate_backward_time: 309.4031982422, weight_update_time: 0.4965201914, other_time: 8.1474304199
epoch time: 38.3266906738s, input_fired_time: 0.9386112690, output_fired_time: 0.0000000000, propagate_forward_time: 35.9152259827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4728546143
validation[          , genome 25573] predictions:    9890/  10000 (98.90%), best:    9909/10000 (99.09%), error:       350.54462, best error:       295.56223 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 509.6603393555s, input_fired_time: 8.2816801071, output_fired_time: 6.3233485222, propagate_forward_time: 178.0370483398, propagate_backward_time: 308.8904418945, weight_update_time: 0.4956820309, other_time: 8.1278381348
epoch time: 38.3816719055s, input_fired_time: 0.9362803698, output_fired_time: 0.0000000000, propagate_forward_time: 35.9796180725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4657745361
validation[          , genome 25573] predictions:    9891/  10000 (98.91%), best:    9909/10000 (99.09%), error:       343.20084, best error:       295.56223 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 513.0887451172s, input_fired_time: 8.3128662109, output_fired_time: 6.3483877182, propagate_forward_time: 179.2627105713, propagate_backward_time: 311.0061950684, weight_update_time: 0.5003012419, other_time: 8.1585998535
epoch time: 39.2224349976s, input_fired_time: 0.9526030421, output_fired_time: 0.0000000000, propagate_forward_time: 36.7591514587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106811523
validation[          , genome 25573] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       315.77551, best error:       295.56223 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 538.0379028320s, input_fired_time: 8.5379657745, output_fired_time: 6.6589808464, propagate_forward_time: 189.1932830811, propagate_backward_time: 325.3008422852, weight_update_time: 0.5135891438, other_time: 8.3468017578
epoch time: 42.5496330261s, input_fired_time: 1.0022313595, output_fired_time: 0.0000000000, propagate_forward_time: 39.9688644409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5785369873
validation[          , genome 25573] predictions:    9907/  10000 (99.07%), best:    9909/10000 (99.09%), error:       306.79999, best error:       295.56223 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 562.9170532227s, input_fired_time: 8.7230920792, output_fired_time: 6.9299306870, propagate_forward_time: 198.4247436523, propagate_backward_time: 340.2583923340, weight_update_time: 0.5347014070, other_time: 8.5809020996
epoch time: 43.0831794739s, input_fired_time: 1.0127919912, output_fired_time: 0.0000000000, propagate_forward_time: 40.4788932800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5914955139
validation[          , genome 25573] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       315.48416, best error:       295.56223 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 550.0554199219s, input_fired_time: 8.6310024261, output_fired_time: 6.8005223274, propagate_forward_time: 193.5186767578, propagate_backward_time: 332.6171875000, weight_update_time: 0.5248158574, other_time: 8.4880371094
epoch time: 41.8309173584s, input_fired_time: 0.9939060211, output_fired_time: 0.0000000000, propagate_forward_time: 39.2749061584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5621070862
validation[          , genome 25573] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       310.87399, best error:       295.56223 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 534.9022827148s, input_fired_time: 8.5156183243, output_fired_time: 6.5838222504, propagate_forward_time: 188.0827636719, propagate_backward_time: 323.3753967285, weight_update_time: 0.5108619332, other_time: 8.3446960449
epoch time: 40.4478187561s, input_fired_time: 0.9699786901, output_fired_time: 0.0000000000, propagate_forward_time: 37.9603462219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5174942017
validation[          , genome 25573] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       291.17279, best error:       291.17279 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 529.5579833984s, input_fired_time: 8.4569492340, output_fired_time: 6.5158929825, propagate_forward_time: 186.1402893066, propagate_backward_time: 320.1371459961, weight_update_time: 0.5101712942, other_time: 8.3077087402
epoch time: 40.6946144104s, input_fired_time: 0.9751410484, output_fired_time: 0.0000000000, propagate_forward_time: 38.2054214478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5140533447
validation[          , genome 25573] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       283.80695, best error:       283.80695 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 551.4721069336s, input_fired_time: 8.6487474442, output_fired_time: 6.7701687813, propagate_forward_time: 194.6871032715, propagate_backward_time: 332.8369750977, weight_update_time: 0.5285679698, other_time: 8.5291442871
epoch time: 44.7779083252s, input_fired_time: 1.0377062559, output_fired_time: 0.0000000000, propagate_forward_time: 42.1697807312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5704231262
validation[          , genome 25573] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       309.21741, best error:       283.80695 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 585.3175659180s, input_fired_time: 8.9389057159, output_fired_time: 7.1348423958, propagate_forward_time: 208.7388916016, propagate_backward_time: 351.7101745605, weight_update_time: 0.5478284955, other_time: 8.7947692871
epoch time: 45.0575294495s, input_fired_time: 1.0421750546, output_fired_time: 0.0000000000, propagate_forward_time: 42.4496421814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5657119751
validation[          , genome 25573] predictions:    9913/  10000 (99.13%), best:    9914/10000 (99.14%), error:       293.70743, best error:       283.80695 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 578.8619995117s, input_fired_time: 8.8699684143, output_fired_time: 7.0245785713, propagate_forward_time: 205.2527160645, propagate_backward_time: 349.0458679199, weight_update_time: 0.5395921469, other_time: 8.6688232422
epoch time: 41.8635673523s, input_fired_time: 0.9953047633, output_fired_time: 0.0000000000, propagate_forward_time: 39.3216896057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5465736389
validation[          , genome 25573] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       294.39706, best error:       283.80695 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 534.0687866211s, input_fired_time: 8.5031623840, output_fired_time: 6.5837831497, propagate_forward_time: 187.5722961426, propagate_backward_time: 323.0713806152, weight_update_time: 0.5130701065, other_time: 8.3381347656
epoch time: 40.9952659607s, input_fired_time: 0.9816649556, output_fired_time: 0.0000000000, propagate_forward_time: 38.4877548218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5258445740
validation[          , genome 25573] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       289.83392, best error:       283.80695 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 553.2945556641s, input_fired_time: 8.6530189514, output_fired_time: 6.7635192871, propagate_forward_time: 194.6378479004, propagate_backward_time: 334.7278137207, weight_update_time: 0.5285502076, other_time: 8.5123901367
epoch time: 44.2957458496s, input_fired_time: 1.0303412676, output_fired_time: 0.0000000000, propagate_forward_time: 41.6920394897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5733642578
validation[          , genome 25573] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       306.31116, best error:       283.80695 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 567.7893676758s, input_fired_time: 8.8006219864, output_fired_time: 6.9647254944, propagate_forward_time: 201.5069427490, propagate_backward_time: 341.8842163086, weight_update_time: 0.5346412063, other_time: 8.6328735352
epoch time: 42.2658233643s, input_fired_time: 0.9995441437, output_fired_time: 0.0000000000, propagate_forward_time: 39.7271766663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5391044617
validation[          , genome 25573] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       304.45041, best error:       283.80695 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 550.5087280273s, input_fired_time: 8.6245002747, output_fired_time: 6.7672610283, propagate_forward_time: 193.8619995117, propagate_backward_time: 332.7581176758, weight_update_time: 0.5242115855, other_time: 8.4968261719
epoch time: 41.8449134827s, input_fired_time: 0.9899460077, output_fired_time: 0.0000000000, propagate_forward_time: 39.2967300415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5582389832
validation[          , genome 25573] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       306.45758, best error:       283.80695 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 527.4005737305s, input_fired_time: 8.4554147720, output_fired_time: 6.4742717743, propagate_forward_time: 185.0902252197, propagate_backward_time: 319.0992431641, weight_update_time: 0.5081775784, other_time: 8.2814331055
epoch time: 39.4320678711s, input_fired_time: 0.9556404352, output_fired_time: 0.0000000000, propagate_forward_time: 36.9602508545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5161781311
validation[          , genome 25573] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       295.12646, best error:       283.80695 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 523.0617675781s, input_fired_time: 8.3954868317, output_fired_time: 6.4584617615, propagate_forward_time: 182.9992218018, propagate_backward_time: 316.9543762207, weight_update_time: 0.5070285201, other_time: 8.2541809082
epoch time: 39.8036880493s, input_fired_time: 0.9625926614, output_fired_time: 0.0000000000, propagate_forward_time: 37.3372612000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5038337708
validation[          , genome 25573] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       294.17303, best error:       283.80695 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 570.2423706055s, input_fired_time: 8.7797813416, output_fired_time: 7.0003352165, propagate_forward_time: 201.5800170898, propagate_backward_time: 344.2989501953, weight_update_time: 0.5334420800, other_time: 8.5833129883
epoch time: 47.8272857666s, input_fired_time: 1.0825641155, output_fired_time: 0.0000000000, propagate_forward_time: 45.1205635071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6241569519
validation[          , genome 25573] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       304.57861, best error:       283.80695 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 691.6696777344s, input_fired_time: 9.7561950684, output_fired_time: 8.3887872696, propagate_forward_time: 251.5006103516, propagate_backward_time: 412.5974731445, weight_update_time: 0.6024371386, other_time: 9.4265747070
epoch time: 53.3287200928s, input_fired_time: 1.1629664898, output_fired_time: 0.0000000000, propagate_forward_time: 50.4403457642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7254066467
validation[          , genome 25573] predictions:    9912/  10000 (99.12%), best:    9914/10000 (99.14%), error:       296.34662, best error:       283.80695 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 704.3001708984s, input_fired_time: 9.8426933289, output_fired_time: 8.5031328201, propagate_forward_time: 256.6105957031, propagate_backward_time: 419.7879943848, weight_update_time: 0.6141481996, other_time: 9.5557556152
epoch time: 55.2541084290s, input_fired_time: 1.1929525137, output_fired_time: 0.0000000000, propagate_forward_time: 52.3275909424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7335662842
validation[          , genome 25573] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       310.98279, best error:       283.80695 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 724.7137451172s, input_fired_time: 9.9637327194, output_fired_time: 8.7645568848, propagate_forward_time: 262.5962829590, propagate_backward_time: 433.6746520996, weight_update_time: 0.6256454587, other_time: 9.7145385742
epoch time: 56.6963996887s, input_fired_time: 1.2206354141, output_fired_time: 0.0000000000, propagate_forward_time: 53.7188758850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7568893433
validation[          , genome 25573] predictions:    9904/  10000 (99.04%), best:    9914/10000 (99.14%), error:       300.43408, best error:       283.80695 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 728.4020385742s, input_fired_time: 10.0540208817, output_fired_time: 8.7942037582, propagate_forward_time: 266.6246337891, propagate_backward_time: 433.2240295410, weight_update_time: 0.6267572045, other_time: 9.7051696777
epoch time: 55.3323249817s, input_fired_time: 1.1979508400, output_fired_time: 0.0000000000, propagate_forward_time: 52.3955268860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7388458252
validation[          , genome 25573] predictions:    9917/  10000 (99.17%), best:    9914/10000 (99.14%), error:       293.45532, best error:       283.80695 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 724.7605590820s, input_fired_time: 9.9946231842, output_fired_time: 8.6665267944, propagate_forward_time: 263.7767333984, propagate_backward_time: 432.6906127930, weight_update_time: 0.6190803647, other_time: 9.6320800781
epoch time: 57.0463562012s, input_fired_time: 1.2191232443, output_fired_time: 0.0000000000, propagate_forward_time: 54.0739593506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7532730103
validation[          , genome 25573] predictions:    9912/  10000 (99.12%), best:    9914/10000 (99.14%), error:       299.60297, best error:       283.80695 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 722.1772460938s, input_fired_time: 10.0114927292, output_fired_time: 8.6066608429, propagate_forward_time: 264.5104370117, propagate_backward_time: 429.3551940918, weight_update_time: 0.6241306067, other_time: 9.6934509277
epoch time: 55.8907089233s, input_fired_time: 1.2065231800, output_fired_time: 0.0000000000, propagate_forward_time: 52.9150238037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7691612244
validation[          , genome 25573] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       295.05945, best error:       283.80695 on epoch:    84, 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: 285.3305664063s, input_fired_time: 6.1248850822, output_fired_time: 0.0000000000, propagate_forward_time: 270.2707824707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.9349060059
best training[          , genome 25573] predictions:   49999/  50000 (100.00%), best:    9914/10000 (99.14%), error:       111.29916, best error:       283.80695 on epoch:    84, 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: 59.8500366211s, input_fired_time: 1.2567706108, output_fired_time: 0.0000000000, propagate_forward_time: 56.7722473145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8210182190
   testing[          , genome 25573] predictions:    9900/  10000 (99.00%), best:    9914/10000 (99.14%), error:       284.65057, best error:       283.80695 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:21:24 (13676): called boinc_finish(0)

</stderr_txt>
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