Nameexact_genome_1512568488_41_6727_1
Workunit2604919
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:40:42 UTC
Report deadline16 Dec 2017, 22:50:48 UTC
Received8 Dec 2017, 11:13:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 4 min
CPU time4 hours 53 min 11 sec
Validate stateValid
Credit2,262.17
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.97 MB
Peak swap size158.65 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
00 (96.71%), best:    9699/10000 (96.99%), error:      1120.39087, best error:      1017.56830 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 163.5987243652s, input_fired_time: 1.7840169668, output_fired_time: 1.7630934715, propagate_forward_time: 62.1768341064, propagate_backward_time: 94.4399490356, weight_update_time: 0.1785238832, other_time: 3.4348373413
epoch time: 13.2625236511s, input_fired_time: 0.2267398238, output_fired_time: 0.0000000000, propagate_forward_time: 12.3954544067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403293610
validation[          , genome  6727] predictions:    9639/  10000 (96.39%), best:    9699/10000 (96.99%), error:      1188.37097, best error:      1017.56830 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 163.1193237305s, input_fired_time: 1.7842410803, output_fired_time: 1.7336986065, propagate_forward_time: 61.6446647644, propagate_backward_time: 94.5082015991, weight_update_time: 0.1722365022, other_time: 3.4485092163
epoch time: 14.2520694733s, input_fired_time: 0.2668826878, output_fired_time: 0.0000000000, propagate_forward_time: 13.3001174927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850690842
validation[          , genome  6727] predictions:    9678/  10000 (96.78%), best:    9699/10000 (96.99%), error:      1091.24536, best error:      1017.56830 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 164.7409210205s, input_fired_time: 1.7807117701, output_fired_time: 1.7316709757, propagate_forward_time: 62.3166427612, propagate_backward_time: 95.4137115479, weight_update_time: 0.1847453266, other_time: 3.4981765747
epoch time: 13.0765085220s, input_fired_time: 0.2301256210, output_fired_time: 0.0000000000, propagate_forward_time: 12.1985359192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6478471756
validation[          , genome  6727] predictions:    9677/  10000 (96.77%), best:    9699/10000 (96.99%), error:      1039.04749, best error:      1017.56830 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 165.0163726807s, input_fired_time: 1.7909089327, output_fired_time: 1.7163691521, propagate_forward_time: 62.5907592773, propagate_backward_time: 95.4314422607, weight_update_time: 0.1738841087, other_time: 3.4868927002
epoch time: 13.2576656342s, input_fired_time: 0.2180562615, output_fired_time: 0.0000000000, propagate_forward_time: 12.4131860733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264228821
validation[          , genome  6727] predictions:    9569/  10000 (95.69%), best:    9699/10000 (96.99%), error:      1386.25244, best error:      1017.56830 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 163.7865142822s, input_fired_time: 1.7773674726, output_fired_time: 1.7135771513, propagate_forward_time: 62.1136054993, propagate_backward_time: 94.6914672852, weight_update_time: 0.1730720401, other_time: 3.4904937744
epoch time: 12.8760061264s, input_fired_time: 0.2125378996, output_fired_time: 0.0000000000, propagate_forward_time: 12.0368547440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266136169
validation[          , genome  6727] predictions:    9467/  10000 (94.67%), best:    9699/10000 (96.99%), error:      1835.97034, best error:      1017.56830 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 162.6357574463s, input_fired_time: 1.7544411421, output_fired_time: 1.7116658688, propagate_forward_time: 61.5928268433, propagate_backward_time: 94.1330718994, weight_update_time: 0.1720879376, other_time: 3.4437484741
epoch time: 13.4015302658s, input_fired_time: 0.2283771336, output_fired_time: 0.0000000000, propagate_forward_time: 12.5054101944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677427292
validation[          , genome  6727] predictions:    9634/  10000 (96.34%), best:    9699/10000 (96.99%), error:      1197.64001, best error:      1017.56830 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 162.9207916260s, input_fired_time: 1.7646987438, output_fired_time: 1.7668281794, propagate_forward_time: 61.5740585327, propagate_backward_time: 94.3611984253, weight_update_time: 0.1721007228, other_time: 3.4540100098
epoch time: 14.2790060043s, input_fired_time: 0.2215245366, output_fired_time: 0.0000000000, propagate_forward_time: 13.3486213684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088603973
validation[          , genome  6727] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1019.10248, best error:      1017.56830 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.5932312012s, input_fired_time: 1.8479384184, output_fired_time: 1.7385522127, propagate_forward_time: 63.2180328369, propagate_backward_time: 96.2435379028, weight_update_time: 0.1729097515, other_time: 3.5451736450
epoch time: 13.1120042801s, input_fired_time: 0.2209362835, output_fired_time: 0.0000000000, propagate_forward_time: 12.2608356476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302328110
validation[          , genome  6727] predictions:    9599/  10000 (95.99%), best:    9699/10000 (96.99%), error:      1281.73560, best error:      1017.56830 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 164.0515594482s, input_fired_time: 1.7804418802, output_fired_time: 1.7212426662, propagate_forward_time: 61.9369850159, propagate_backward_time: 95.0911788940, weight_update_time: 0.1731601059, other_time: 3.5217208862
epoch time: 13.4138746262s, input_fired_time: 0.2206377983, output_fired_time: 0.0000000000, propagate_forward_time: 12.5340166092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6592206955
validation[          , genome  6727] predictions:    9643/  10000 (96.43%), best:    9699/10000 (96.99%), error:      1200.42139, best error:      1017.56830 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 163.7054901123s, input_fired_time: 1.8017065525, output_fired_time: 1.7250419855, propagate_forward_time: 61.9432182312, propagate_backward_time: 94.6889190674, weight_update_time: 0.1732568443, other_time: 3.5466003418
epoch time: 13.4539356232s, input_fired_time: 0.2286173105, output_fired_time: 0.0000000000, propagate_forward_time: 12.5941448212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311731339
validation[          , genome  6727] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       861.43976, best error:       861.43976 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 166.2874755859s, input_fired_time: 1.8572171926, output_fired_time: 1.7284686565, propagate_forward_time: 62.8494911194, propagate_backward_time: 96.2237014771, weight_update_time: 0.1749357283, other_time: 3.6285934448
epoch time: 13.6293039322s, input_fired_time: 0.2509056628, output_fired_time: 0.0000000000, propagate_forward_time: 12.7191915512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6592063904
validation[          , genome  6727] predictions:    9689/  10000 (96.89%), best:    9740/10000 (97.40%), error:      1013.96252, best error:       861.43976 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 163.6567687988s, input_fired_time: 1.7903561592, output_fired_time: 1.7235746384, propagate_forward_time: 61.8897132874, propagate_backward_time: 94.7857284546, weight_update_time: 0.1747565717, other_time: 3.4673995972
epoch time: 13.3480215073s, input_fired_time: 0.2360069603, output_fired_time: 0.0000000000, propagate_forward_time: 12.4768180847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351966858
validation[          , genome  6727] predictions:    9567/  10000 (95.67%), best:    9740/10000 (97.40%), error:      1420.81189, best error:       861.43976 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 163.2298278809s, input_fired_time: 1.8146277666, output_fired_time: 1.7002397776, propagate_forward_time: 62.0180854797, propagate_backward_time: 94.2005386353, weight_update_time: 0.1750483513, other_time: 3.4963455200
epoch time: 13.4210147858s, input_fired_time: 0.2393882275, output_fired_time: 0.0000000000, propagate_forward_time: 12.5611562729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204700470
validation[          , genome  6727] predictions:    9653/  10000 (96.53%), best:    9740/10000 (97.40%), error:      1103.53308, best error:       861.43976 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 162.1681060791s, input_fired_time: 1.7703777552, output_fired_time: 1.7153486013, propagate_forward_time: 61.3238029480, propagate_backward_time: 93.8813476563, weight_update_time: 0.1724606752, other_time: 3.4772338867
epoch time: 13.2413272858s, input_fired_time: 0.2276311815, output_fired_time: 0.0000000000, propagate_forward_time: 12.3826026917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310930252
validation[          , genome  6727] predictions:    9711/  10000 (97.11%), best:    9740/10000 (97.40%), error:       926.67303, best error:       861.43976 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 163.8604736328s, input_fired_time: 1.7946838140, output_fired_time: 1.7010478973, propagate_forward_time: 62.2506179810, propagate_backward_time: 94.6515121460, weight_update_time: 0.1745702028, other_time: 3.4626159668
epoch time: 13.1609230042s, input_fired_time: 0.2188595682, output_fired_time: 0.0000000000, propagate_forward_time: 12.3001174927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6419458389
validation[          , genome  6727] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       889.09302, best error:       861.43976 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 163.3123626709s, input_fired_time: 1.7860596180, output_fired_time: 1.7171449661, propagate_forward_time: 61.9058837891, propagate_backward_time: 94.4556350708, weight_update_time: 0.1731610596, other_time: 3.4476394653
epoch time: 13.6992607117s, input_fired_time: 0.2216259092, output_fired_time: 0.0000000000, propagate_forward_time: 12.8448219299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328125000
validation[          , genome  6727] predictions:    9616/  10000 (96.16%), best:    9740/10000 (97.40%), error:      1194.13208, best error:       861.43976 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 163.1167449951s, input_fired_time: 1.7776371241, output_fired_time: 1.7144883871, propagate_forward_time: 61.6431159973, propagate_backward_time: 94.4691619873, weight_update_time: 0.1899764985, other_time: 3.5123443604
epoch time: 13.3513603210s, input_fired_time: 0.2276152819, output_fired_time: 0.0000000000, propagate_forward_time: 12.4758176804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479272842
validation[          , genome  6727] predictions:    9718/  10000 (97.18%), best:    9740/10000 (97.40%), error:       940.71539, best error:       861.43976 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 162.2476959229s, input_fired_time: 1.7838859558, output_fired_time: 1.6965917349, propagate_forward_time: 61.4505424500, propagate_backward_time: 93.8616333008, weight_update_time: 0.1720879376, other_time: 3.4550323486
epoch time: 12.8677597046s, input_fired_time: 0.2186107785, output_fired_time: 0.0000000000, propagate_forward_time: 12.0261878967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229610443
validation[          , genome  6727] predictions:    9357/  10000 (93.57%), best:    9740/10000 (97.40%), error:      2039.16907, best error:       861.43976 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 163.0584106445s, input_fired_time: 1.7814348936, output_fired_time: 1.7267144918, propagate_forward_time: 61.7281532288, propagate_backward_time: 94.3454895020, weight_update_time: 0.1729527116, other_time: 3.4766235352
epoch time: 13.3570833206s, input_fired_time: 0.2204063386, output_fired_time: 0.0000000000, propagate_forward_time: 12.4847631454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519136429
validation[          , genome  6727] predictions:    9700/  10000 (97.00%), best:    9740/10000 (97.40%), error:       995.96094, best error:       861.43976 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 164.3096466064s, input_fired_time: 1.7840561867, output_fired_time: 1.7136627436, propagate_forward_time: 62.4636230469, propagate_backward_time: 94.7856750488, weight_update_time: 0.1779621691, other_time: 3.5626220703
epoch time: 13.7186594009s, input_fired_time: 0.2237947732, output_fired_time: 0.0000000000, propagate_forward_time: 12.8095998764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852645874
validation[          , genome  6727] predictions:    9636/  10000 (96.36%), best:    9740/10000 (97.40%), error:      1173.02344, best error:       861.43976 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 164.3418273926s, input_fired_time: 1.7846453190, output_fired_time: 1.7194951773, propagate_forward_time: 61.9629135132, propagate_backward_time: 95.3949203491, weight_update_time: 0.1728830785, other_time: 3.4798431396
epoch time: 13.2421455383s, input_fired_time: 0.2200904936, output_fired_time: 0.0000000000, propagate_forward_time: 12.3981180191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239366531
validation[          , genome  6727] predictions:    9688/  10000 (96.88%), best:    9740/10000 (97.40%), error:      1003.26984, best error:       861.43976 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.0485382080s, input_fired_time: 1.7840516567, output_fired_time: 1.7365763187, propagate_forward_time: 62.1870307922, propagate_backward_time: 94.8425903320, weight_update_time: 0.1740361005, other_time: 3.4982910156
epoch time: 13.2030849457s, input_fired_time: 0.2241690457, output_fired_time: 0.0000000000, propagate_forward_time: 12.3210954666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578207016
validation[          , genome  6727] predictions:    9721/  10000 (97.21%), best:    9740/10000 (97.40%), error:       920.16315, best error:       861.43976 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 164.2439880371s, input_fired_time: 1.8102864027, output_fired_time: 1.7369087934, propagate_forward_time: 62.1949501038, propagate_backward_time: 94.9510650635, weight_update_time: 0.1851214767, other_time: 3.5507812500
epoch time: 13.3396434784s, input_fired_time: 0.2209014595, output_fired_time: 0.0000000000, propagate_forward_time: 12.4672565460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514854431
validation[          , genome  6727] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       995.64722, best error:       861.43976 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 163.6416320801s, input_fired_time: 1.7847651243, output_fired_time: 1.7106503248, propagate_forward_time: 61.9498443604, propagate_backward_time: 94.6887969971, weight_update_time: 0.1750631928, other_time: 3.5075836182
epoch time: 13.3616371155s, input_fired_time: 0.2205383778, output_fired_time: 0.0000000000, propagate_forward_time: 12.5117168427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293821335
validation[          , genome  6727] predictions:    9724/  10000 (97.24%), best:    9740/10000 (97.40%), error:       965.45337, best error:       861.43976 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 163.9802856445s, input_fired_time: 1.7931916714, output_fired_time: 1.7288917303, propagate_forward_time: 62.1481437683, propagate_backward_time: 94.8351287842, weight_update_time: 0.1741738319, other_time: 3.4749145508
epoch time: 13.0984468460s, input_fired_time: 0.2240512222, output_fired_time: 0.0000000000, propagate_forward_time: 12.2376527786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367425919
validation[          , genome  6727] predictions:    9681/  10000 (96.81%), best:    9740/10000 (97.40%), error:      1018.76978, best error:       861.43976 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 163.3099365234s, input_fired_time: 1.7928354740, output_fired_time: 1.7522104979, propagate_forward_time: 61.6823921204, propagate_backward_time: 94.5079193115, weight_update_time: 0.1747857183, other_time: 3.5745849609
epoch time: 13.4215316772s, input_fired_time: 0.2250860631, output_fired_time: 0.0000000000, propagate_forward_time: 12.5481901169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482553482
validation[          , genome  6727] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       938.48389, best error:       861.43976 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 163.3659057617s, input_fired_time: 1.7923281193, output_fired_time: 1.7249876261, propagate_forward_time: 61.9025230408, propagate_backward_time: 94.4634857178, weight_update_time: 0.1725743860, other_time: 3.4825744629
epoch time: 13.3157033920s, input_fired_time: 0.2216136307, output_fired_time: 0.0000000000, propagate_forward_time: 12.4587869644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353025436
validation[          , genome  6727] predictions:    9715/  10000 (97.15%), best:    9740/10000 (97.40%), error:       944.10126, best error:       861.43976 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 161.6901855469s, input_fired_time: 1.7621294260, output_fired_time: 1.6925696135, propagate_forward_time: 61.3490829468, propagate_backward_time: 93.4029312134, weight_update_time: 0.1762203723, other_time: 3.4834747314
epoch time: 13.1300954819s, input_fired_time: 0.2294160128, output_fired_time: 0.0000000000, propagate_forward_time: 12.2737045288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269750595
validation[          , genome  6727] predictions:    9509/  10000 (95.09%), best:    9740/10000 (97.40%), error:      1544.33057, best error:       861.43976 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 162.0786743164s, input_fired_time: 1.8038058281, output_fired_time: 1.6955146790, propagate_forward_time: 61.4563293457, propagate_backward_time: 93.6673431396, weight_update_time: 0.1751737297, other_time: 3.4556884766
epoch time: 13.2777538300s, input_fired_time: 0.2220907658, output_fired_time: 0.0000000000, propagate_forward_time: 12.4203824997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352806091
validation[          , genome  6727] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       820.34491, best error:       820.34491 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 163.0585327148s, input_fired_time: 1.7898548841, output_fired_time: 1.7043954134, propagate_forward_time: 61.8996162415, propagate_backward_time: 94.1399002075, weight_update_time: 0.2115157843, other_time: 3.5247726440
epoch time: 13.0474033356s, input_fired_time: 0.2186220288, output_fired_time: 0.0000000000, propagate_forward_time: 12.1933288574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354522705
validation[          , genome  6727] predictions:    9617/  10000 (96.17%), best:    9749/10000 (97.49%), error:      1330.86816, best error:       820.34491 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 162.3295288086s, input_fired_time: 1.7890383005, output_fired_time: 1.7077231407, propagate_forward_time: 61.2207183838, propagate_backward_time: 94.1247406006, weight_update_time: 0.1735630631, other_time: 3.4873199463
epoch time: 13.0987129211s, input_fired_time: 0.2355199605, output_fired_time: 0.0000000000, propagate_forward_time: 12.2320442200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311483383
validation[          , genome  6727] predictions:    9721/  10000 (97.21%), best:    9749/10000 (97.49%), error:       921.61005, best error:       820.34491 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 161.7700653076s, input_fired_time: 1.7921410799, output_fired_time: 1.7179707289, propagate_forward_time: 61.3113098145, propagate_backward_time: 93.4754333496, weight_update_time: 0.1719353497, other_time: 3.4732055664
epoch time: 13.1917495728s, input_fired_time: 0.2230856419, output_fired_time: 0.0000000000, propagate_forward_time: 12.3372068405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314573288
validation[          , genome  6727] predictions:    9637/  10000 (96.37%), best:    9749/10000 (97.49%), error:      1127.91943, best error:       820.34491 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 162.8856658936s, input_fired_time: 1.7865302563, output_fired_time: 1.7002254725, propagate_forward_time: 61.7709465027, propagate_backward_time: 94.1557159424, weight_update_time: 0.1726270765, other_time: 3.4722442627
epoch time: 13.2094936371s, input_fired_time: 0.2267003655, output_fired_time: 0.0000000000, propagate_forward_time: 12.3432283401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395645142
validation[          , genome  6727] predictions:    9676/  10000 (96.76%), best:    9749/10000 (97.49%), error:       997.24127, best error:       820.34491 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 162.7808227539s, input_fired_time: 1.7961025238, output_fired_time: 1.7061183453, propagate_forward_time: 61.6253433228, propagate_backward_time: 94.1526031494, weight_update_time: 0.1790869981, other_time: 3.5006637573
epoch time: 13.3461084366s, input_fired_time: 0.2263967544, output_fired_time: 0.0000000000, propagate_forward_time: 12.4865760803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331357956
validation[          , genome  6727] predictions:    9686/  10000 (96.86%), best:    9749/10000 (97.49%), error:      1015.50751, best error:       820.34491 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 162.5758819580s, input_fired_time: 1.7907419205, output_fired_time: 1.6946265697, propagate_forward_time: 61.5761947632, propagate_backward_time: 94.0392074585, weight_update_time: 0.1728374511, other_time: 3.4751129150
epoch time: 13.1327123642s, input_fired_time: 0.2256174535, output_fired_time: 0.0000000000, propagate_forward_time: 12.2743501663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327447891
validation[          , genome  6727] predictions:    9691/  10000 (96.91%), best:    9749/10000 (97.49%), error:      1040.79919, best error:       820.34491 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 164.4615936279s, input_fired_time: 1.8189959526, output_fired_time: 1.7573219538, propagate_forward_time: 62.2626876831, propagate_backward_time: 95.1227111816, weight_update_time: 0.1733725369, other_time: 3.4998703003
epoch time: 12.9601612091s, input_fired_time: 0.2220078558, output_fired_time: 0.0000000000, propagate_forward_time: 12.1110706329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270828247
validation[          , genome  6727] predictions:    9694/  10000 (96.94%), best:    9749/10000 (97.49%), error:       982.46167, best error:       820.34491 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 165.5350189209s, input_fired_time: 1.8274035454, output_fired_time: 1.7163511515, propagate_forward_time: 62.8518524170, propagate_backward_time: 95.5496978760, weight_update_time: 0.1763033122, other_time: 3.5897064209
epoch time: 13.0324068069s, input_fired_time: 0.2208379805, output_fired_time: 0.0000000000, propagate_forward_time: 12.1829509735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286182404
validation[          , genome  6727] predictions:    9707/  10000 (97.07%), best:    9749/10000 (97.49%), error:       948.19293, best error:       820.34491 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 164.4205932617s, input_fired_time: 1.7988654375, output_fired_time: 1.7053129673, propagate_forward_time: 62.3931922913, propagate_backward_time: 95.0001831055, weight_update_time: 0.1731067896, other_time: 3.5230560303
epoch time: 13.2425060272s, input_fired_time: 0.2216934860, output_fired_time: 0.0000000000, propagate_forward_time: 12.3773832321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434297562
validation[          , genome  6727] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       920.10760, best error:       820.34491 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 162.5980834961s, input_fired_time: 1.7834900618, output_fired_time: 1.6967182159, propagate_forward_time: 61.6620101929, propagate_backward_time: 94.0009613037, weight_update_time: 0.1777829230, other_time: 3.4549026489
epoch time: 13.5139331818s, input_fired_time: 0.2242437750, output_fired_time: 0.0000000000, propagate_forward_time: 12.6137943268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758947372
validation[          , genome  6727] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       925.48206, best error:       820.34491 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 162.1127014160s, input_fired_time: 1.7899839878, output_fired_time: 1.6996184587, propagate_forward_time: 61.3880920410, propagate_backward_time: 93.7672424316, weight_update_time: 0.1724878103, other_time: 3.4677734375
epoch time: 13.0982446671s, input_fired_time: 0.2304758728, output_fired_time: 0.0000000000, propagate_forward_time: 12.2274131775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403560638
validation[          , genome  6727] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       913.20404, best error:       820.34491 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 161.1925964355s, input_fired_time: 1.7775055170, output_fired_time: 1.6847153902, propagate_forward_time: 60.9791259766, propagate_backward_time: 93.3141860962, weight_update_time: 0.1704213470, other_time: 3.4370498657
epoch time: 12.2333517075s, input_fired_time: 0.2120330483, output_fired_time: 0.0000000000, propagate_forward_time: 11.4137449265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075735092
validation[          , genome  6727] predictions:    9681/  10000 (96.81%), best:    9749/10000 (97.49%), error:      1034.17834, best error:       820.34491 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 163.0805358887s, input_fired_time: 1.8084357977, output_fired_time: 1.7007347345, propagate_forward_time: 61.7553901672, propagate_backward_time: 94.3222503662, weight_update_time: 0.1847733408, other_time: 3.4937286377
epoch time: 12.4890871048s, input_fired_time: 0.2139157206, output_fired_time: 0.0000000000, propagate_forward_time: 11.6671800613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079912186
validation[          , genome  6727] predictions:    9708/  10000 (97.08%), best:    9749/10000 (97.49%), error:       940.73901, best error:       820.34491 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 162.6705780029s, input_fired_time: 1.7810881138, output_fired_time: 1.6990795135, propagate_forward_time: 61.5512466431, propagate_backward_time: 94.0992965698, weight_update_time: 0.1796959341, other_time: 3.5398712158
epoch time: 13.1818799973s, input_fired_time: 0.2201815695, output_fired_time: 0.0000000000, propagate_forward_time: 12.3130054474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486930847
validation[          , genome  6727] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       944.67749, best error:       820.34491 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 164.0357055664s, input_fired_time: 1.7835457325, output_fired_time: 1.7227241993, propagate_forward_time: 62.2889518738, propagate_backward_time: 94.7378616333, weight_update_time: 0.1736213863, other_time: 3.5026321411
epoch time: 13.2469930649s, input_fired_time: 0.2252642214, output_fired_time: 0.0000000000, propagate_forward_time: 12.3802175522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6415109634
validation[          , genome  6727] predictions:    9758/  10000 (97.58%), best:    9749/10000 (97.49%), error:       872.05438, best error:       820.34491 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 164.0012512207s, input_fired_time: 1.7734212875, output_fired_time: 1.7013411522, propagate_forward_time: 62.0852050781, propagate_backward_time: 94.9200515747, weight_update_time: 0.1750877947, other_time: 3.5212326050
epoch time: 13.1638069153s, input_fired_time: 0.2257874012, output_fired_time: 0.0000000000, propagate_forward_time: 12.3037633896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6342563629
validation[          , genome  6727] predictions:    9701/  10000 (97.01%), best:    9749/10000 (97.49%), error:      1021.45734, best error:       820.34491 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 163.3495941162s, input_fired_time: 1.7793796062, output_fired_time: 1.7135415077, propagate_forward_time: 61.9833641052, propagate_backward_time: 94.3644485474, weight_update_time: 0.1734949052, other_time: 3.5088577271
epoch time: 13.2384901047s, input_fired_time: 0.2227165103, output_fired_time: 0.0000000000, propagate_forward_time: 12.3784399033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6373338699
validation[          , genome  6727] predictions:    9753/  10000 (97.53%), best:    9749/10000 (97.49%), error:       844.36230, best error:       820.34491 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 164.0288391113s, input_fired_time: 1.8253285885, output_fired_time: 1.7100758553, propagate_forward_time: 62.1760940552, propagate_backward_time: 94.8235092163, weight_update_time: 0.1733822972, other_time: 3.4938201904
epoch time: 13.2786197662s, input_fired_time: 0.2231173515, output_fired_time: 0.0000000000, propagate_forward_time: 12.4168348312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386671066
validation[          , genome  6727] predictions:    9686/  10000 (96.86%), best:    9749/10000 (97.49%), error:       968.98029, best error:       820.34491 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 163.2778778076s, input_fired_time: 1.7895561457, output_fired_time: 1.7118886709, propagate_forward_time: 61.7857818604, propagate_backward_time: 94.4571075439, weight_update_time: 0.1731820703, other_time: 3.5335540771
epoch time: 13.1389856339s, input_fired_time: 0.2200960517, output_fired_time: 0.0000000000, propagate_forward_time: 12.2899923325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288976669
validation[          , genome  6727] predictions:    9657/  10000 (96.57%), best:    9749/10000 (97.49%), error:      1071.53870, best error:       820.34491 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 162.1944732666s, input_fired_time: 1.7821295261, output_fired_time: 1.6975830793, propagate_forward_time: 61.3915634155, propagate_backward_time: 93.8710937500, weight_update_time: 0.1720356792, other_time: 3.4520950317
epoch time: 13.4834442139s, input_fired_time: 0.2373924404, output_fired_time: 0.0000000000, propagate_forward_time: 12.6174707413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285810471
validation[          , genome  6727] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       923.69891, best error:       820.34491 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 163.1159973145s, input_fired_time: 1.7811059952, output_fired_time: 1.7056742907, propagate_forward_time: 61.7783279419, propagate_backward_time: 94.3668975830, weight_update_time: 0.1775791049, other_time: 3.4839859009
epoch time: 12.9427051544s, input_fired_time: 0.2190449536, output_fired_time: 0.0000000000, propagate_forward_time: 12.0934429169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302175522
validation[          , genome  6727] predictions:    9689/  10000 (96.89%), best:    9749/10000 (97.49%), error:      1044.46973, best error:       820.34491 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 163.3977661133s, input_fired_time: 1.7818799019, output_fired_time: 1.7051111460, propagate_forward_time: 61.9133110046, propagate_backward_time: 94.4703216553, weight_update_time: 0.2022677362, other_time: 3.5271453857
epoch time: 13.1528635025s, input_fired_time: 0.2217467725, output_fired_time: 0.0000000000, propagate_forward_time: 12.3055896759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255273819
validation[          , genome  6727] predictions:    9752/  10000 (97.52%), best:    9749/10000 (97.49%), error:       832.08716, best error:       820.34491 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 163.8999786377s, input_fired_time: 1.8153972626, output_fired_time: 1.7165058851, propagate_forward_time: 61.9982261658, propagate_backward_time: 94.8492813110, weight_update_time: 0.1763437986, other_time: 3.5205612183
epoch time: 13.3104667664s, input_fired_time: 0.2275686562, output_fired_time: 0.0000000000, propagate_forward_time: 12.4296913147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532068253
validation[          , genome  6727] predictions:    9718/  10000 (97.18%), best:    9749/10000 (97.49%), error:       947.65234, best error:       820.34491 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 162.8625946045s, input_fired_time: 1.7877328396, output_fired_time: 1.7073142529, propagate_forward_time: 61.7114410400, propagate_backward_time: 94.1337203979, weight_update_time: 0.1731001586, other_time: 3.5223770142
epoch time: 13.0652475357s, input_fired_time: 0.2229622006, output_fired_time: 0.0000000000, propagate_forward_time: 12.2002420425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420431137
validation[          , genome  6727] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       951.55853, best error:       820.34491 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 163.6217803955s, input_fired_time: 1.8616318703, output_fired_time: 1.7243347168, propagate_forward_time: 61.9392967224, propagate_backward_time: 94.6006164551, weight_update_time: 0.1733551323, other_time: 3.4958953857
epoch time: 13.1352987289s, input_fired_time: 0.2230779678, output_fired_time: 0.0000000000, propagate_forward_time: 12.2775487900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346721649
validation[          , genome  6727] predictions:    9714/  10000 (97.14%), best:    9749/10000 (97.49%), error:       956.36920, best error:       820.34491 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 163.4127044678s, input_fired_time: 1.8082231283, output_fired_time: 1.7091420889, propagate_forward_time: 61.7794570923, propagate_backward_time: 94.6078414917, weight_update_time: 0.1735901535, other_time: 3.5080413818
epoch time: 13.1951427460s, input_fired_time: 0.2253563851, output_fired_time: 0.0000000000, propagate_forward_time: 12.3316917419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380949020
validation[          , genome  6727] predictions:    9757/  10000 (97.57%), best:    9749/10000 (97.49%), error:       851.63074, best error:       820.34491 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 163.6531219482s, input_fired_time: 1.8064221144, output_fired_time: 1.7040979862, propagate_forward_time: 62.0011329651, propagate_backward_time: 94.6803970337, weight_update_time: 0.1737452447, other_time: 3.4610671997
epoch time: 13.2645416260s, input_fired_time: 0.2224241197, output_fired_time: 0.0000000000, propagate_forward_time: 12.4031553268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389617920
validation[          , genome  6727] predictions:    9754/  10000 (97.54%), best:    9749/10000 (97.49%), error:       840.62854, best error:       820.34491 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 163.8095855713s, input_fired_time: 1.7818530798, output_fired_time: 1.7136890888, propagate_forward_time: 62.0276298523, propagate_backward_time: 94.7401199341, weight_update_time: 0.1753345877, other_time: 3.5462875366
epoch time: 13.1458377838s, input_fired_time: 0.2257629037, output_fired_time: 0.0000000000, propagate_forward_time: 12.2834711075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366033554
validation[          , genome  6727] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       870.03998, best error:       820.34491 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 163.1691436768s, input_fired_time: 1.7891409397, output_fired_time: 1.7204468250, propagate_forward_time: 61.8275451660, propagate_backward_time: 94.2801132202, weight_update_time: 0.1731308550, other_time: 3.5519027710
epoch time: 13.2909116745s, input_fired_time: 0.2239662558, output_fired_time: 0.0000000000, propagate_forward_time: 12.4274244308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395206451
validation[          , genome  6727] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       862.92120, best error:       820.34491 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 164.1352081299s, input_fired_time: 1.7947441339, output_fired_time: 1.7501778603, propagate_forward_time: 62.1267471313, propagate_backward_time: 94.8903121948, weight_update_time: 0.1726024449, other_time: 3.5732269287
epoch time: 13.1042289734s, input_fired_time: 0.2258273661, output_fired_time: 0.0000000000, propagate_forward_time: 12.2468528748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315488815
validation[          , genome  6727] predictions:    9701/  10000 (97.01%), best:    9749/10000 (97.49%), error:       984.84430, best error:       820.34491 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 164.4185638428s, input_fired_time: 1.8318706751, output_fired_time: 1.7313224077, propagate_forward_time: 62.2971534729, propagate_backward_time: 95.0258636475, weight_update_time: 0.1852417439, other_time: 3.5323638916
epoch time: 13.0838670731s, input_fired_time: 0.2213878781, output_fired_time: 0.0000000000, propagate_forward_time: 12.2345151901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279640198
validation[          , genome  6727] predictions:    9716/  10000 (97.16%), best:    9749/10000 (97.49%), error:       951.97906, best error:       820.34491 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 162.6664886475s, input_fired_time: 1.7889969349, output_fired_time: 1.7030290365, propagate_forward_time: 61.6045188904, propagate_backward_time: 94.0546569824, weight_update_time: 0.1736884266, other_time: 3.5152740479
epoch time: 13.2424974442s, input_fired_time: 0.2230144590, output_fired_time: 0.0000000000, propagate_forward_time: 12.3870620728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324205399
validation[          , genome  6727] predictions:    9688/  10000 (96.88%), best:    9749/10000 (97.49%), error:      1066.72400, best error:       820.34491 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 164.5174255371s, input_fired_time: 1.7836745977, output_fired_time: 1.7076978683, propagate_forward_time: 62.3025016785, propagate_backward_time: 95.2483825684, weight_update_time: 0.1731882393, other_time: 3.4751586914
epoch time: 13.2503938675s, input_fired_time: 0.2262958437, output_fired_time: 0.0000000000, propagate_forward_time: 12.3815813065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425170898
validation[          , genome  6727] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       990.55548, best error:       820.34491 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 162.4631958008s, input_fired_time: 1.7834657431, output_fired_time: 1.6954932213, propagate_forward_time: 61.4843902588, propagate_backward_time: 93.9863967896, weight_update_time: 0.1733218729, other_time: 3.5134506226
epoch time: 13.4601192474s, input_fired_time: 0.2246595025, output_fired_time: 0.0000000000, propagate_forward_time: 12.5888442993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466150284
validation[          , genome  6727] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       923.67224, best error:       820.34491 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 163.0700531006s, input_fired_time: 1.8144338131, output_fired_time: 1.7335566282, propagate_forward_time: 61.6728286743, propagate_backward_time: 94.3376388550, weight_update_time: 0.1724841297, other_time: 3.5115966797
epoch time: 13.0956735611s, input_fired_time: 0.2284728885, output_fired_time: 0.0000000000, propagate_forward_time: 12.2452726364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219282150
validation[          , genome  6727] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       863.64972, best error:       820.34491 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 163.6347503662s, input_fired_time: 1.7856422663, output_fired_time: 1.7360694408, propagate_forward_time: 62.0890197754, propagate_backward_time: 94.5499572754, weight_update_time: 0.1883454174, other_time: 3.4740600586
epoch time: 13.2567024231s, input_fired_time: 0.2218419313, output_fired_time: 0.0000000000, propagate_forward_time: 12.4156017303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192588806
validation[          , genome  6727] predictions:    9687/  10000 (96.87%), best:    9749/10000 (97.49%), error:      1099.52319, best error:       820.34491 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 164.3420104980s, input_fired_time: 1.8001517057, output_fired_time: 1.7218654156, propagate_forward_time: 62.1868057251, propagate_backward_time: 95.0661621094, weight_update_time: 0.1978259087, other_time: 3.5670242310
epoch time: 13.1368913651s, input_fired_time: 0.2239206731, output_fired_time: 0.0000000000, propagate_forward_time: 12.2745761871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383943558
validation[          , genome  6727] predictions:    9693/  10000 (96.93%), best:    9749/10000 (97.49%), error:       972.30768, best error:       820.34491 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 162.5691528320s, input_fired_time: 1.7861059904, output_fired_time: 1.7072734833, propagate_forward_time: 61.4407844543, propagate_backward_time: 94.1346435547, weight_update_time: 0.1812374890, other_time: 3.5003509521
epoch time: 13.3264236450s, input_fired_time: 0.2314465940, output_fired_time: 0.0000000000, propagate_forward_time: 12.4378671646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571102142
validation[          , genome  6727] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       867.95081, best error:       820.34491 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 164.5862731934s, input_fired_time: 1.8160427809, output_fired_time: 1.7378656864, propagate_forward_time: 62.2234001160, propagate_backward_time: 95.2847518921, weight_update_time: 0.1742485762, other_time: 3.5242080688
epoch time: 13.3550167084s, input_fired_time: 0.2371395230, output_fired_time: 0.0000000000, propagate_forward_time: 12.4715690613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463079453
validation[          , genome  6727] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       933.95056, best error:       820.34491 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 163.0760498047s, input_fired_time: 1.8183885813, output_fired_time: 1.7305802107, propagate_forward_time: 61.5763359070, propagate_backward_time: 94.4791488647, weight_update_time: 0.1732608974, other_time: 3.4715957642
epoch time: 13.3923120499s, input_fired_time: 0.2292711139, output_fired_time: 0.0000000000, propagate_forward_time: 12.5420846939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209564209
validation[          , genome  6727] predictions:    9752/  10000 (97.52%), best:    9749/10000 (97.49%), error:       835.98706, best error:       820.34491 on epoch:    43, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 163.6404113770s, input_fired_time: 1.7976191044, output_fired_time: 1.7260401249, propagate_forward_time: 61.9366188049, propagate_backward_time: 94.7036132813, weight_update_time: 0.1727621853, other_time: 3.4765167236
epoch time: 13.0426292419s, input_fired_time: 0.2282260954, output_fired_time: 0.0000000000, propagate_forward_time: 12.1911249161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232786179
validation[          , genome  6727] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       818.65649, best error:       818.65649 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 163.8045043945s, input_fired_time: 1.7850337029, output_fired_time: 1.7005789280, propagate_forward_time: 61.9519004822, propagate_backward_time: 94.8440322876, weight_update_time: 0.1751675755, other_time: 3.5229568481
epoch time: 12.8938159943s, input_fired_time: 0.2238218784, output_fired_time: 0.0000000000, propagate_forward_time: 12.0550441742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149501801
validation[          , genome  6727] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       916.90479, best error:       818.65649 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 163.4856719971s, input_fired_time: 1.8211157322, output_fired_time: 1.7543389797, propagate_forward_time: 61.8322067261, propagate_backward_time: 94.5653686523, weight_update_time: 0.2034233063, other_time: 3.5126419067
epoch time: 13.1098480225s, input_fired_time: 0.2232222855, output_fired_time: 0.0000000000, propagate_forward_time: 12.2665710449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200542450
validation[          , genome  6727] predictions:    9726/  10000 (97.26%), best:    9766/10000 (97.66%), error:       915.70129, best error:       818.65649 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 162.6559906006s, input_fired_time: 1.7934998274, output_fired_time: 1.7045366764, propagate_forward_time: 61.5934333801, propagate_backward_time: 94.0742568970, weight_update_time: 0.1752131879, other_time: 3.4902572632
epoch time: 12.8217992783s, input_fired_time: 0.2212152928, output_fired_time: 0.0000000000, propagate_forward_time: 11.9714937210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290903091
validation[          , genome  6727] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       900.36810, best error:       818.65649 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 163.0649566650s, input_fired_time: 1.8083118200, output_fired_time: 1.7477009296, propagate_forward_time: 61.7637672424, propagate_backward_time: 94.2532882690, weight_update_time: 0.1740365773, other_time: 3.4918899536
epoch time: 12.8581418991s, input_fired_time: 0.2239243090, output_fired_time: 0.0000000000, propagate_forward_time: 12.0014381409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327791214
validation[          , genome  6727] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       849.71094, best error:       818.65649 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 163.3951416016s, input_fired_time: 1.8442428112, output_fired_time: 1.7373692989, propagate_forward_time: 61.9048042297, propagate_backward_time: 94.3916854858, weight_update_time: 0.1800419539, other_time: 3.5170516968
epoch time: 13.0339431763s, input_fired_time: 0.2207770348, output_fired_time: 0.0000000000, propagate_forward_time: 12.1775846481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355810165
validation[          , genome  6727] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       901.10577, best error:       818.65649 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 163.7001495361s, input_fired_time: 1.8033897877, output_fired_time: 1.7269401550, propagate_forward_time: 61.9936676025, propagate_backward_time: 94.5492248535, weight_update_time: 0.1787997186, other_time: 3.6269226074
epoch time: 13.4136943817s, input_fired_time: 0.2475254238, output_fired_time: 0.0000000000, propagate_forward_time: 12.5131959915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6529731750
validation[          , genome  6727] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       849.59753, best error:       818.65649 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 163.6952514648s, input_fired_time: 1.8246308565, output_fired_time: 1.7175755501, propagate_forward_time: 62.1806602478, propagate_backward_time: 94.4698486328, weight_update_time: 0.1746914238, other_time: 3.5025329590
epoch time: 13.4291515350s, input_fired_time: 0.2230431139, output_fired_time: 0.0000000000, propagate_forward_time: 12.5684118271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376962662
validation[          , genome  6727] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       911.47119, best error:       818.65649 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 163.6417694092s, input_fired_time: 1.8005701303, output_fired_time: 1.7162556648, propagate_forward_time: 62.0485725403, propagate_backward_time: 94.5706024170, weight_update_time: 0.1740739346, other_time: 3.5057678223
epoch time: 13.6229314804s, input_fired_time: 0.2249554545, output_fired_time: 0.0000000000, propagate_forward_time: 12.7547340393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432418823
validation[          , genome  6727] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       975.71307, best error:       818.65649 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 164.3588714600s, input_fired_time: 1.8384662867, output_fired_time: 1.7268170118, propagate_forward_time: 62.3344421387, propagate_backward_time: 94.9050674438, weight_update_time: 0.1763047725, other_time: 3.5540695190
epoch time: 12.8981771469s, input_fired_time: 0.2277345955, output_fired_time: 0.0000000000, propagate_forward_time: 12.0396461487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307964325
validation[          , genome  6727] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       879.71515, best error:       818.65649 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 163.0953063965s, input_fired_time: 1.7921355963, output_fired_time: 1.7134528160, propagate_forward_time: 61.7622489929, propagate_backward_time: 94.3173751831, weight_update_time: 0.1742203385, other_time: 3.5100936890
epoch time: 13.4221839905s, input_fired_time: 0.2238137126, output_fired_time: 0.0000000000, propagate_forward_time: 12.5589466095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6394233704
validation[          , genome  6727] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       839.33502, best error:       818.65649 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 164.0056304932s, input_fired_time: 1.8313990831, output_fired_time: 1.7423738241, propagate_forward_time: 62.3152236938, propagate_backward_time: 94.5695037842, weight_update_time: 0.1735527515, other_time: 3.5471267700
epoch time: 13.4163532257s, input_fired_time: 0.2321849167, output_fired_time: 0.0000000000, propagate_forward_time: 12.5293636322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548042297
validation[          , genome  6727] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       915.41235, best error:       818.65649 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 163.3205566406s, input_fired_time: 1.8063360453, output_fired_time: 1.7090399265, propagate_forward_time: 61.8775825500, propagate_backward_time: 94.3618698120, weight_update_time: 0.1801474094, other_time: 3.5657272339
epoch time: 13.6790914536s, input_fired_time: 0.2226176560, output_fired_time: 0.0000000000, propagate_forward_time: 12.8065214157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499519348
validation[          , genome  6727] predictions:    9700/  10000 (97.00%), best:    9766/10000 (97.66%), error:      1052.92188, best error:       818.65649 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 164.8787841797s, input_fired_time: 1.8261311054, output_fired_time: 1.7322742939, propagate_forward_time: 62.3811225891, propagate_backward_time: 95.4372253418, weight_update_time: 0.1868085712, other_time: 3.5020446777
epoch time: 13.7383384705s, input_fired_time: 0.2264448702, output_fired_time: 0.0000000000, propagate_forward_time: 12.8679866791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439065933
validation[          , genome  6727] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       885.47272, best error:       818.65649 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 164.3171386719s, input_fired_time: 1.8159743547, output_fired_time: 1.7218163013, propagate_forward_time: 62.4475898743, propagate_backward_time: 94.7475128174, weight_update_time: 0.1856662035, other_time: 3.5842437744
epoch time: 13.6483573914s, input_fired_time: 0.2266086787, output_fired_time: 0.0000000000, propagate_forward_time: 12.7713737488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503753662
validation[          , genome  6727] predictions:    9720/  10000 (97.20%), best:    9766/10000 (97.66%), error:       923.49481, best error:       818.65649 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 163.7126312256s, input_fired_time: 1.8024723530, output_fired_time: 1.7334342003, propagate_forward_time: 62.0675773621, propagate_backward_time: 94.6007919312, weight_update_time: 0.1765377671, other_time: 3.5083541870
epoch time: 13.3591833115s, input_fired_time: 0.2264843285, output_fired_time: 0.0000000000, propagate_forward_time: 12.4968147278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358842850
validation[          , genome  6727] predictions:    9742/  10000 (97.42%), best:    9766/10000 (97.66%), error:       863.22534, best error:       818.65649 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 161.7064819336s, input_fired_time: 1.7988147736, output_fired_time: 1.7322819233, propagate_forward_time: 61.3171348572, propagate_backward_time: 93.3671951294, weight_update_time: 0.1728993207, other_time: 3.4910507202
epoch time: 13.6393709183s, input_fired_time: 0.2451482564, output_fired_time: 0.0000000000, propagate_forward_time: 12.7583894730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358327866
validation[          , genome  6727] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       896.71625, best error:       818.65649 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: 67.0645446777s, input_fired_time: 1.1753711700, output_fired_time: 0.0000000000, propagate_forward_time: 62.5710411072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3181343079
best training[          , genome  6727] predictions:   49628/  50000 (99.26%), best:    9766/10000 (97.66%), error:      1641.57410, best error:       818.65649 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: 13.3231163025s, input_fired_time: 0.2231327146, output_fired_time: 0.0000000000, propagate_forward_time: 12.4486894608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512937546
   testing[          , genome  6727] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       762.83850, best error:       818.65649 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:17:40 (12712): called boinc_finish(0)

</stderr_txt>
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