Nameexact_genome_1518178202_50_18440_0
Workunit2992966
Created9 Feb 2018, 21:32:32 UTC
Sent9 Feb 2018, 21:59:40 UTC
Report deadline20 Mar 2018, 5:59:50 UTC
Received10 Feb 2018, 14:26:12 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID31146
Run time16 hours 26 min 4 sec
CPU time16 hours 23 min 47 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.26 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size188.46 MB
Peak swap size191.57 MB
Peak disk usage8.25 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
859s, input_fired_time: 9.6497316360, output_fired_time: 10.1211233139, propagate_forward_time: 205.1478729248, propagate_backward_time: 304.9471740723, weight_update_time: 0.5557189584, other_time: 8.4762878418
epoch time: 44.3485488892s, input_fired_time: 1.1808140278, output_fired_time: 0.0000000000, propagate_forward_time: 41.6398277283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5279083252
validation[          , genome 18440] predictions:    9823/  10000 (98.23%), best:    9854/10000 (98.54%), error:       558.88074, best error:       475.30637 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 540.5622558594s, input_fired_time: 9.6950464249, output_fired_time: 10.1563053131, propagate_forward_time: 205.9303436279, propagate_backward_time: 306.2787780762, weight_update_time: 0.5608905554, other_time: 8.5017395020
epoch time: 45.4505882263s, input_fired_time: 1.2148557901, output_fired_time: 0.0000000000, propagate_forward_time: 42.6832466125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5524864197
validation[          , genome 18440] predictions:    9809/  10000 (98.09%), best:    9854/10000 (98.54%), error:       603.99225, best error:       475.30637 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 537.4148559570s, input_fired_time: 9.6616497040, output_fired_time: 10.1637973785, propagate_forward_time: 204.2778320313, propagate_backward_time: 304.8594665527, weight_update_time: 0.5534976721, other_time: 8.4521179199
epoch time: 44.9110641479s, input_fired_time: 1.2002590895, output_fired_time: 0.0000000000, propagate_forward_time: 42.1561660767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5546379089
validation[          , genome 18440] predictions:    9825/  10000 (98.25%), best:    9854/10000 (98.54%), error:       536.86926, best error:       475.30637 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 540.3815917969s, input_fired_time: 9.7258777618, output_fired_time: 10.0319213867, propagate_forward_time: 206.7169952393, propagate_backward_time: 305.4113159180, weight_update_time: 0.5542632937, other_time: 8.4954833984
epoch time: 44.8932723999s, input_fired_time: 1.1996914148, output_fired_time: 0.0000000000, propagate_forward_time: 42.1496849060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5438957214
validation[          , genome 18440] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       445.73718, best error:       445.73718 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 535.2297363281s, input_fired_time: 9.6080083847, output_fired_time: 9.9588336945, propagate_forward_time: 203.3684387207, propagate_backward_time: 303.8381958008, weight_update_time: 0.5539334416, other_time: 8.4562072754
epoch time: 43.7680358887s, input_fired_time: 1.1692665815, output_fired_time: 0.0000000000, propagate_forward_time: 41.0574188232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413513184
validation[          , genome 18440] predictions:    9823/  10000 (98.23%), best:    9861/10000 (98.61%), error:       516.64160, best error:       445.73718 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 534.9082031250s, input_fired_time: 9.6179218292, output_fired_time: 10.0486717224, propagate_forward_time: 203.4978179932, propagate_backward_time: 303.3320007324, weight_update_time: 0.5469489098, other_time: 8.4118347168
epoch time: 45.0853385925s, input_fired_time: 1.2083357573, output_fired_time: 0.0000000000, propagate_forward_time: 42.3330192566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5439834595
validation[          , genome 18440] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       413.13013, best error:       413.13013 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 540.7944335938s, input_fired_time: 9.7370395660, output_fired_time: 10.1851863861, propagate_forward_time: 205.9865875244, propagate_backward_time: 306.3771057129, weight_update_time: 0.5589663386, other_time: 8.5085144043
epoch time: 45.2975082397s, input_fired_time: 1.2126224041, output_fired_time: 0.0000000000, propagate_forward_time: 42.5180816650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5668029785
validation[          , genome 18440] predictions:    9835/  10000 (98.35%), best:    9870/10000 (98.70%), error:       537.02002, best error:       413.13013 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 540.4016723633s, input_fired_time: 9.7500200272, output_fired_time: 10.1762857437, propagate_forward_time: 206.5674591064, propagate_backward_time: 305.4232177734, weight_update_time: 0.5528416038, other_time: 8.4847412109
epoch time: 45.1677474976s, input_fired_time: 1.2137718201, output_fired_time: 0.0000000000, propagate_forward_time: 42.4113388062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5426368713
validation[          , genome 18440] predictions:    9831/  10000 (98.31%), best:    9870/10000 (98.70%), error:       541.78210, best error:       413.13013 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 547.5578613281s, input_fired_time: 9.8401222229, output_fired_time: 10.2440958023, propagate_forward_time: 208.5575103760, propagate_backward_time: 310.3765869141, weight_update_time: 0.5610349178, other_time: 8.5395507813
epoch time: 45.3360137939s, input_fired_time: 1.2098085880, output_fired_time: 0.0000000000, propagate_forward_time: 42.5744438171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5517616272
validation[          , genome 18440] predictions:    9860/  10000 (98.60%), best:    9870/10000 (98.70%), error:       472.47705, best error:       413.13013 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 537.4724731445s, input_fired_time: 9.6397867203, output_fired_time: 10.0850801468, propagate_forward_time: 205.4916076660, propagate_backward_time: 303.8458557129, weight_update_time: 0.5541506410, other_time: 8.4101562500
epoch time: 45.2134475708s, input_fired_time: 1.2032061815, output_fired_time: 0.0000000000, propagate_forward_time: 42.4770278931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5332145691
validation[          , genome 18440] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       429.00177, best error:       413.13013 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 535.2008666992s, input_fired_time: 9.6140737534, output_fired_time: 10.0437583923, propagate_forward_time: 204.1101074219, propagate_backward_time: 303.0594177246, weight_update_time: 0.5509653687, other_time: 8.3735046387
epoch time: 44.1431274414s, input_fired_time: 1.1867046356, output_fired_time: 0.0000000000, propagate_forward_time: 41.4381942749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5182266235
validation[          , genome 18440] predictions:    9847/  10000 (98.47%), best:    9870/10000 (98.70%), error:       479.69092, best error:       413.13013 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 520.7305297852s, input_fired_time: 9.4316749573, output_fired_time: 9.8398017883, propagate_forward_time: 198.1396942139, propagate_backward_time: 295.0492248535, weight_update_time: 0.5378460288, other_time: 8.2701110840
epoch time: 42.8164901733s, input_fired_time: 1.1473883390, output_fired_time: 0.0000000000, propagate_forward_time: 40.1635017395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5055999756
validation[          , genome 18440] predictions:    9855/  10000 (98.55%), best:    9870/10000 (98.70%), error:       470.13263, best error:       413.13013 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 519.2998657227s, input_fired_time: 9.4103813171, output_fired_time: 9.8227491379, propagate_forward_time: 197.3370208740, propagate_backward_time: 294.4496154785, weight_update_time: 0.5390586853, other_time: 8.2801208496
epoch time: 43.2773513794s, input_fired_time: 1.1685359478, output_fired_time: 0.0000000000, propagate_forward_time: 40.6071243286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5016899109
validation[          , genome 18440] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       444.79376, best error:       413.13013 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 518.3714599609s, input_fired_time: 9.4099225998, output_fired_time: 9.7185907364, propagate_forward_time: 197.6077117920, propagate_backward_time: 293.3437194824, weight_update_time: 0.5386252999, other_time: 8.2915344238
epoch time: 43.2267227173s, input_fired_time: 1.1706672907, output_fired_time: 0.0000000000, propagate_forward_time: 40.5346717834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5213851929
validation[          , genome 18440] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       436.43912, best error:       413.13013 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 519.3297729492s, input_fired_time: 9.4035482407, output_fired_time: 9.7745237350, propagate_forward_time: 197.2749938965, propagate_backward_time: 294.5716247559, weight_update_time: 0.5419165492, other_time: 8.3050842285
epoch time: 42.7859764099s, input_fired_time: 1.1547610760, output_fired_time: 0.0000000000, propagate_forward_time: 40.1188049316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5124092102
validation[          , genome 18440] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       387.30496, best error:       387.30496 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 517.8616333008s, input_fired_time: 9.3833456039, output_fired_time: 9.6904134750, propagate_forward_time: 196.3005828857, propagate_backward_time: 294.1967468262, weight_update_time: 0.5410193801, other_time: 8.2905578613
epoch time: 45.0376014709s, input_fired_time: 1.2004506588, output_fired_time: 0.0000000000, propagate_forward_time: 42.2939643860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5431861877
validation[          , genome 18440] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       386.08194, best error:       386.08194 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 537.4854736328s, input_fired_time: 9.6392450333, output_fired_time: 10.0683956146, propagate_forward_time: 205.0241088867, propagate_backward_time: 304.3835449219, weight_update_time: 0.5491380692, other_time: 8.3701782227
epoch time: 45.7268600464s, input_fired_time: 1.2146658897, output_fired_time: 0.0000000000, propagate_forward_time: 42.9765777588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5356178284
validation[          , genome 18440] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       362.95346, best error:       362.95346 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 539.8579101563s, input_fired_time: 9.7031974792, output_fired_time: 10.1619682312, propagate_forward_time: 206.2782287598, propagate_backward_time: 305.3582458496, weight_update_time: 0.5473629832, other_time: 8.3562622070
epoch time: 45.6487579346s, input_fired_time: 1.2219630480, output_fired_time: 0.0000000000, propagate_forward_time: 42.8813209534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5454750061
validation[          , genome 18440] predictions:    9882/  10000 (98.82%), best:    9878/10000 (98.78%), error:       379.42365, best error:       362.95346 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 546.9440917969s, input_fired_time: 9.7507295609, output_fired_time: 10.2578058243, propagate_forward_time: 208.2885742188, propagate_backward_time: 310.2338867188, weight_update_time: 0.5560877919, other_time: 8.4130859375
epoch time: 45.8267745972s, input_fired_time: 1.2253618240, output_fired_time: 0.0000000000, propagate_forward_time: 43.0619010925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5395126343
validation[          , genome 18440] predictions:    9867/  10000 (98.67%), best:    9878/10000 (98.78%), error:       436.05167, best error:       362.95346 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 546.8055419922s, input_fired_time: 9.7545051575, output_fired_time: 10.2905645370, propagate_forward_time: 208.1863555908, propagate_backward_time: 310.1290588379, weight_update_time: 0.5634131432, other_time: 8.4450378418
epoch time: 44.9468612671s, input_fired_time: 1.2126151323, output_fired_time: 0.0000000000, propagate_forward_time: 42.1991386414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5351066589
validation[          , genome 18440] predictions:    9885/  10000 (98.85%), best:    9878/10000 (98.78%), error:       380.58929, best error:       362.95346 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 546.7777099609s, input_fired_time: 9.7768163681, output_fired_time: 10.1889276505, propagate_forward_time: 209.1629486084, propagate_backward_time: 309.2212219238, weight_update_time: 0.5571849942, other_time: 8.4278259277
epoch time: 45.1322097778s, input_fired_time: 1.2076658010, output_fired_time: 0.0000000000, propagate_forward_time: 42.3854713440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5390739441
validation[          , genome 18440] predictions:    9885/  10000 (98.85%), best:    9878/10000 (98.78%), error:       367.94528, best error:       362.95346 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 543.8197021484s, input_fired_time: 9.7424802780, output_fired_time: 10.1448545456, propagate_forward_time: 208.1948242188, propagate_backward_time: 307.3419494629, weight_update_time: 0.5547885299, other_time: 8.3955993652
epoch time: 44.9058837891s, input_fired_time: 1.2054893970, output_fired_time: 0.0000000000, propagate_forward_time: 42.1566886902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5437049866
validation[          , genome 18440] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       354.30786, best error:       354.30786 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 547.5845336914s, input_fired_time: 9.8115072250, output_fired_time: 10.2737751007, propagate_forward_time: 209.3214263916, propagate_backward_time: 309.7434997559, weight_update_time: 0.5605357885, other_time: 8.4342956543
epoch time: 45.2251281738s, input_fired_time: 1.2090086937, output_fired_time: 0.0000000000, propagate_forward_time: 42.4737091064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5424118042
validation[          , genome 18440] predictions:    9865/  10000 (98.65%), best:    9894/10000 (98.94%), error:       441.74512, best error:       354.30786 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 543.7489624023s, input_fired_time: 9.7235622406, output_fired_time: 10.1802625656, propagate_forward_time: 206.4633331299, propagate_backward_time: 308.9653930664, weight_update_time: 0.5565738678, other_time: 8.4164428711
epoch time: 46.0509376526s, input_fired_time: 1.2245225906, output_fired_time: 0.0000000000, propagate_forward_time: 43.2769966125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5494194031
validation[          , genome 18440] predictions:    9881/  10000 (98.81%), best:    9894/10000 (98.94%), error:       384.99756, best error:       354.30786 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 546.4144287109s, input_fired_time: 9.7670507431, output_fired_time: 10.1842308044, propagate_forward_time: 209.3397064209, propagate_backward_time: 308.6839904785, weight_update_time: 0.5582810640, other_time: 8.4394836426
epoch time: 44.7992820740s, input_fired_time: 1.1994879246, output_fired_time: 0.0000000000, propagate_forward_time: 42.0699386597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5298538208
validation[          , genome 18440] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       401.29538, best error:       354.30786 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 543.0767822266s, input_fired_time: 9.7412853241, output_fired_time: 10.1740465164, propagate_forward_time: 206.7513732910, propagate_backward_time: 308.0202331543, weight_update_time: 0.5554336309, other_time: 8.3898315430
epoch time: 44.3047561646s, input_fired_time: 1.1883045435, output_fired_time: 0.0000000000, propagate_forward_time: 41.5899085999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5265426636
validation[          , genome 18440] predictions:    9830/  10000 (98.30%), best:    9894/10000 (98.94%), error:       513.99744, best error:       354.30786 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 541.4855346680s, input_fired_time: 9.7020187378, output_fired_time: 10.1656579971, propagate_forward_time: 205.9402923584, propagate_backward_time: 307.3039245605, weight_update_time: 0.5496283770, other_time: 8.3736267090
epoch time: 45.9444389343s, input_fired_time: 1.2206577063, output_fired_time: 0.0000000000, propagate_forward_time: 43.1771469116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5466346741
validation[          , genome 18440] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       407.00980, best error:       354.30786 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 539.5604858398s, input_fired_time: 9.7118968964, output_fired_time: 10.0578517914, propagate_forward_time: 206.3888549805, propagate_backward_time: 305.0279235840, weight_update_time: 0.5503658652, other_time: 8.3739318848
epoch time: 45.9353446960s, input_fired_time: 1.2313379049, output_fired_time: 0.0000000000, propagate_forward_time: 43.1583480835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5456581116
validation[          , genome 18440] predictions:    9878/  10000 (98.78%), best:    9894/10000 (98.94%), error:       407.85132, best error:       354.30786 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 538.6834716797s, input_fired_time: 9.6686573029, output_fired_time: 10.1656036377, propagate_forward_time: 204.8425750732, propagate_backward_time: 305.6429748535, weight_update_time: 0.5508739352, other_time: 8.3636779785
epoch time: 44.0350151062s, input_fired_time: 1.1887130737, output_fired_time: 0.0000000000, propagate_forward_time: 41.3259811401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5203208923
validation[          , genome 18440] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       411.83456, best error:       354.30786 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 546.3300170898s, input_fired_time: 9.7537908554, output_fired_time: 10.1795320511, propagate_forward_time: 207.5555877686, propagate_backward_time: 310.4370727539, weight_update_time: 0.5559782982, other_time: 8.4040527344
epoch time: 46.2140541077s, input_fired_time: 1.2342696190, output_fired_time: 0.0000000000, propagate_forward_time: 43.4352264404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5445594788
validation[          , genome 18440] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       407.73352, best error:       354.30786 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 542.4808349609s, input_fired_time: 9.7460603714, output_fired_time: 10.2302303314, propagate_forward_time: 206.8465118408, propagate_backward_time: 307.2577819824, weight_update_time: 0.5558745861, other_time: 8.4002990723
epoch time: 45.2526359558s, input_fired_time: 1.2145569324, output_fired_time: 0.0000000000, propagate_forward_time: 42.4917106628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463676453
validation[          , genome 18440] predictions:    9889/  10000 (98.89%), best:    9894/10000 (98.94%), error:       356.88058, best error:       354.30786 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 545.3969116211s, input_fired_time: 9.7711315155, output_fired_time: 10.1925621033, propagate_forward_time: 208.6289367676, propagate_backward_time: 308.3728942871, weight_update_time: 0.5598366857, other_time: 8.4313964844
epoch time: 45.4950790405s, input_fired_time: 1.2185300589, output_fired_time: 0.0000000000, propagate_forward_time: 42.7307929993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5457572937
validation[          , genome 18440] predictions:    9877/  10000 (98.77%), best:    9894/10000 (98.94%), error:       382.69131, best error:       354.30786 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 539.9548950195s, input_fired_time: 9.6781816483, output_fired_time: 10.0153121948, propagate_forward_time: 204.9373321533, propagate_backward_time: 306.9113769531, weight_update_time: 0.5571769476, other_time: 8.4127197266
epoch time: 45.6724243164s, input_fired_time: 1.2193181515, output_fired_time: 0.0000000000, propagate_forward_time: 42.9122200012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5408859253
validation[          , genome 18440] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       350.38989, best error:       350.38989 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 530.2969970703s, input_fired_time: 9.5959100723, output_fired_time: 9.9471635818, propagate_forward_time: 202.0692138672, propagate_backward_time: 300.3693542480, weight_update_time: 0.5437493920, other_time: 8.3153686523
epoch time: 42.8954010010s, input_fired_time: 1.1653641462, output_fired_time: 0.0000000000, propagate_forward_time: 40.2130355835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5170021057
validation[          , genome 18440] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       370.79550, best error:       350.38989 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 525.8117065430s, input_fired_time: 9.5355777740, output_fired_time: 9.9375057220, propagate_forward_time: 200.3120727539, propagate_backward_time: 297.7082519531, weight_update_time: 0.5442201495, other_time: 8.3182983398
epoch time: 43.2677574158s, input_fired_time: 1.1761248112, output_fired_time: 0.0000000000, propagate_forward_time: 40.5774917603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5141410828
validation[          , genome 18440] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       372.54398, best error:       350.38989 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 528.6435546875s, input_fired_time: 9.5482378006, output_fired_time: 9.8450899124, propagate_forward_time: 200.8828582764, propagate_backward_time: 300.0523376465, weight_update_time: 0.5453408360, other_time: 8.3150329590
epoch time: 44.4483604431s, input_fired_time: 1.2118231058, output_fired_time: 0.0000000000, propagate_forward_time: 41.7113571167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5251808167
validation[          , genome 18440] predictions:    9874/  10000 (98.74%), best:    9897/10000 (98.97%), error:       419.69498, best error:       350.38989 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 525.7302856445s, input_fired_time: 9.5386648178, output_fired_time: 9.8953609467, propagate_forward_time: 200.4217376709, propagate_backward_time: 297.5975952148, weight_update_time: 0.5376378894, other_time: 8.2769775391
epoch time: 43.5917701721s, input_fired_time: 1.1811021566, output_fired_time: 0.0000000000, propagate_forward_time: 40.8865852356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5240821838
validation[          , genome 18440] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       397.78458, best error:       350.38989 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 526.5074462891s, input_fired_time: 9.5346841812, output_fired_time: 9.9360074997, propagate_forward_time: 199.9955444336, propagate_backward_time: 298.7251892090, weight_update_time: 0.5411151648, other_time: 8.3160400391
epoch time: 44.0335235596s, input_fired_time: 1.1915417910, output_fired_time: 0.0000000000, propagate_forward_time: 41.3102188110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5317611694
validation[          , genome 18440] predictions:    9879/  10000 (98.79%), best:    9897/10000 (98.97%), error:       378.20706, best error:       350.38989 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 540.8488159180s, input_fired_time: 9.7026309967, output_fired_time: 10.1133451462, propagate_forward_time: 206.4484558105, propagate_backward_time: 306.1896667480, weight_update_time: 0.5538134575, other_time: 8.3947143555
epoch time: 45.4857177734s, input_fired_time: 1.2189339399, output_fired_time: 0.0000000000, propagate_forward_time: 42.7171707153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5496139526
validation[          , genome 18440] predictions:    9872/  10000 (98.72%), best:    9897/10000 (98.97%), error:       421.64117, best error:       350.38989 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 539.6462402344s, input_fired_time: 9.7415866852, output_fired_time: 10.1642189026, propagate_forward_time: 206.1453704834, propagate_backward_time: 305.1998291016, weight_update_time: 0.5547627807, other_time: 8.3952026367
epoch time: 44.3972473145s, input_fired_time: 1.1998071671, output_fired_time: 0.0000000000, propagate_forward_time: 41.6672515869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5301895142
validation[          , genome 18440] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       356.26016, best error:       350.38989 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 537.0823974609s, input_fired_time: 9.6741704941, output_fired_time: 10.0721015930, propagate_forward_time: 204.2874755859, propagate_backward_time: 304.6716308594, weight_update_time: 0.5532724857, other_time: 8.3770141602
epoch time: 44.9306945801s, input_fired_time: 1.2067534924, output_fired_time: 0.0000000000, propagate_forward_time: 42.1901855469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5337562561
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       377.66531, best error:       350.38989 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 538.6907348633s, input_fired_time: 9.6970319748, output_fired_time: 10.0538969040, propagate_forward_time: 205.4669952393, propagate_backward_time: 305.0849609375, weight_update_time: 0.5540322065, other_time: 8.3878784180
epoch time: 44.3723602295s, input_fired_time: 1.1942491531, output_fired_time: 0.0000000000, propagate_forward_time: 41.6543846130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5237274170
validation[          , genome 18440] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       359.56082, best error:       350.38989 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 530.4038085938s, input_fired_time: 9.5879840851, output_fired_time: 9.9410076141, propagate_forward_time: 202.1049041748, propagate_backward_time: 300.4429931641, weight_update_time: 0.5451947451, other_time: 8.3269042969
epoch time: 43.2822875977s, input_fired_time: 1.1773442030, output_fired_time: 0.0000000000, propagate_forward_time: 40.5991783142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5057640076
validation[          , genome 18440] predictions:    9883/  10000 (98.83%), best:    9897/10000 (98.97%), error:       393.32822, best error:       350.38989 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 524.5623168945s, input_fired_time: 9.5648546219, output_fired_time: 9.8705558777, propagate_forward_time: 200.8214721680, propagate_backward_time: 295.9949340820, weight_update_time: 0.5404098034, other_time: 8.3104858398
epoch time: 44.2759971619s, input_fired_time: 1.2001217604, output_fired_time: 0.0000000000, propagate_forward_time: 41.5471725464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5287017822
validation[          , genome 18440] predictions:    9876/  10000 (98.76%), best:    9897/10000 (98.97%), error:       407.27094, best error:       350.38989 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 528.0955810547s, input_fired_time: 9.5924854279, output_fired_time: 9.8757133484, propagate_forward_time: 201.6433868408, propagate_backward_time: 298.6423339844, weight_update_time: 0.5486451387, other_time: 8.3416748047
epoch time: 43.5490036011s, input_fired_time: 1.1871323586, output_fired_time: 0.0000000000, propagate_forward_time: 40.8267440796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5351257324
validation[          , genome 18440] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       368.16251, best error:       350.38989 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 525.4458007813s, input_fired_time: 9.5478620529, output_fired_time: 9.8117179871, propagate_forward_time: 200.6004028320, propagate_backward_time: 297.1614379883, weight_update_time: 0.5439684987, other_time: 8.3244018555
epoch time: 42.9645652771s, input_fired_time: 1.1691589355, output_fired_time: 0.0000000000, propagate_forward_time: 40.2760124207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5193939209
validation[          , genome 18440] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       387.94162, best error:       350.38989 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 531.6192626953s, input_fired_time: 9.6195650101, output_fired_time: 9.9248142242, propagate_forward_time: 202.6047058105, propagate_backward_time: 301.1227722168, weight_update_time: 0.5455182791, other_time: 8.3474121094
epoch time: 45.5206108093s, input_fired_time: 1.2236412764, output_fired_time: 0.0000000000, propagate_forward_time: 42.7523040771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5446662903
validation[          , genome 18440] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       349.53479, best error:       349.53479 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 541.9125976563s, input_fired_time: 9.7185735703, output_fired_time: 10.0896825790, propagate_forward_time: 206.3341217041, propagate_backward_time: 307.3550415039, weight_update_time: 0.5570288897, other_time: 8.4152221680
epoch time: 45.4250144958s, input_fired_time: 1.2192931175, output_fired_time: 0.0000000000, propagate_forward_time: 42.6677017212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380210876
validation[          , genome 18440] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       393.52405, best error:       349.53479 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 538.6685791016s, input_fired_time: 9.6987915039, output_fired_time: 10.0950098038, propagate_forward_time: 205.3630371094, propagate_backward_time: 305.1190185547, weight_update_time: 0.5515197515, other_time: 8.3927001953
epoch time: 45.5969123840s, input_fired_time: 1.2241705656, output_fired_time: 0.0000000000, propagate_forward_time: 42.8377990723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5349426270
validation[          , genome 18440] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       371.62314, best error:       349.53479 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 542.9291381836s, input_fired_time: 9.7620954514, output_fired_time: 10.1503486633, propagate_forward_time: 206.7384796143, propagate_backward_time: 307.9118041992, weight_update_time: 0.5506026149, other_time: 8.3664550781
epoch time: 44.3860816956s, input_fired_time: 1.2041161060, output_fired_time: 0.0000000000, propagate_forward_time: 41.6517562866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5302085876
validation[          , genome 18440] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       346.96524, best error:       346.96524 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 543.9866333008s, input_fired_time: 9.7783317566, output_fired_time: 10.1621723175, propagate_forward_time: 207.5333404541, propagate_backward_time: 308.1074829102, weight_update_time: 0.5541008711, other_time: 8.4053344727
epoch time: 44.2666778564s, input_fired_time: 1.2005369663, output_fired_time: 0.0000000000, propagate_forward_time: 41.5355148315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5306243896
validation[          , genome 18440] predictions:    9885/  10000 (98.85%), best:    9897/10000 (98.97%), error:       403.76343, best error:       346.96524 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 527.6796875000s, input_fired_time: 9.5949077606, output_fired_time: 9.8975229263, propagate_forward_time: 201.4996643066, propagate_backward_time: 298.3182067871, weight_update_time: 0.5506508350, other_time: 8.3693847656
epoch time: 44.0471878052s, input_fired_time: 1.1931128502, output_fired_time: 0.0000000000, propagate_forward_time: 41.3203849792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5336914063
validation[          , genome 18440] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       372.53436, best error:       346.96524 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 528.3405761719s, input_fired_time: 9.5675497055, output_fired_time: 9.8406076431, propagate_forward_time: 200.9497070313, propagate_backward_time: 299.6398925781, weight_update_time: 0.5479876995, other_time: 8.3428039551
epoch time: 43.5588874817s, input_fired_time: 1.1818954945, output_fired_time: 0.0000000000, propagate_forward_time: 40.8475914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5293998718
validation[          , genome 18440] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       367.42734, best error:       346.96524 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 526.2757568359s, input_fired_time: 9.5760860443, output_fired_time: 9.7929859161, propagate_forward_time: 200.5288391113, propagate_backward_time: 298.0714111328, weight_update_time: 0.5430837274, other_time: 8.3063964844
epoch time: 42.7744750977s, input_fired_time: 1.1706185341, output_fired_time: 0.0000000000, propagate_forward_time: 40.0934028625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5104522705
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       368.81982, best error:       346.96524 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 522.9865112305s, input_fired_time: 9.5037574768, output_fired_time: 9.7072172165, propagate_forward_time: 198.7140808105, propagate_backward_time: 296.7570800781, weight_update_time: 0.5393956900, other_time: 8.3043518066
epoch time: 43.1153068542s, input_fired_time: 1.1710165739, output_fired_time: 0.0000000000, propagate_forward_time: 40.4362564087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5080337524
validation[          , genome 18440] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       368.28201, best error:       346.96524 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 527.1420288086s, input_fired_time: 9.5674657822, output_fired_time: 9.8430147171, propagate_forward_time: 200.8755187988, propagate_backward_time: 298.5240783691, weight_update_time: 0.5434231758, other_time: 8.3319702148
epoch time: 42.5395011902s, input_fired_time: 1.1599016190, output_fired_time: 0.0000000000, propagate_forward_time: 39.8765029907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5030975342
validation[          , genome 18440] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       382.09964, best error:       346.96524 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 529.9102172852s, input_fired_time: 9.5629711151, output_fired_time: 9.9174566269, propagate_forward_time: 201.1474304199, propagate_backward_time: 300.9414672852, weight_update_time: 0.5453115702, other_time: 8.3408813477
epoch time: 43.7672042847s, input_fired_time: 1.1924936771, output_fired_time: 0.0000000000, propagate_forward_time: 41.0520057678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5227050781
validation[          , genome 18440] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       367.17377, best error:       346.96524 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 527.8828735352s, input_fired_time: 9.5440473557, output_fired_time: 9.8977813721, propagate_forward_time: 200.0951843262, propagate_backward_time: 300.0170898438, weight_update_time: 0.5466373563, other_time: 8.3287658691
epoch time: 44.5477828979s, input_fired_time: 1.2032300234, output_fired_time: 0.0000000000, propagate_forward_time: 41.8270416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5175094604
validation[          , genome 18440] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       360.28387, best error:       346.96524 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 528.1652832031s, input_fired_time: 9.5601930618, output_fired_time: 9.9355449677, propagate_forward_time: 200.5456390381, propagate_backward_time: 299.8106689453, weight_update_time: 0.5430681705, other_time: 8.3132324219
epoch time: 44.1830139160s, input_fired_time: 1.1958230734, output_fired_time: 0.0000000000, propagate_forward_time: 41.4710464478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5161437988
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       369.80139, best error:       346.96524 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 528.2554321289s, input_fired_time: 9.5624551773, output_fired_time: 9.8348150253, propagate_forward_time: 201.1572723389, propagate_backward_time: 299.3731994629, weight_update_time: 0.5474947691, other_time: 8.3277282715
epoch time: 43.7720069885s, input_fired_time: 1.1859607697, output_fired_time: 0.0000000000, propagate_forward_time: 41.0627021790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233421326
validation[          , genome 18440] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       394.69467, best error:       346.96524 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 527.0490722656s, input_fired_time: 9.5935668945, output_fired_time: 9.8088493347, propagate_forward_time: 202.0446777344, propagate_backward_time: 297.2857055664, weight_update_time: 0.5449830294, other_time: 8.3162841797
epoch time: 44.4314651489s, input_fired_time: 1.2029352188, output_fired_time: 0.0000000000, propagate_forward_time: 41.7030029297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5255279541
validation[          , genome 18440] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       374.49567, best error:       346.96524 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 528.9093017578s, input_fired_time: 9.5851564407, output_fired_time: 9.9311590195, propagate_forward_time: 202.0206756592, propagate_backward_time: 299.0410461426, weight_update_time: 0.5442461967, other_time: 8.3312683105
epoch time: 42.3701248169s, input_fired_time: 1.1605887413, output_fired_time: 0.0000000000, propagate_forward_time: 39.6933021545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5162353516
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       383.87109, best error:       346.96524 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 525.5093383789s, input_fired_time: 9.5584878922, output_fired_time: 9.7941637039, propagate_forward_time: 200.3976593018, propagate_backward_time: 297.4425354004, weight_update_time: 0.5416551232, other_time: 8.3164978027
epoch time: 43.2151985168s, input_fired_time: 1.1745473146, output_fired_time: 0.0000000000, propagate_forward_time: 40.5242805481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5163688660
validation[          , genome 18440] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       377.44354, best error:       346.96524 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 530.3926391602s, input_fired_time: 9.6034622192, output_fired_time: 9.9623422623, propagate_forward_time: 202.1823272705, propagate_backward_time: 300.2881469727, weight_update_time: 0.5480347872, other_time: 8.3563842773
epoch time: 43.8075218201s, input_fired_time: 1.1912933588, output_fired_time: 0.0000000000, propagate_forward_time: 41.0943031311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5219268799
validation[          , genome 18440] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       384.54498, best error:       346.96524 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 533.8815917969s, input_fired_time: 9.6644210815, output_fired_time: 9.9353322983, propagate_forward_time: 203.8487701416, propagate_backward_time: 302.0523376465, weight_update_time: 0.5526471138, other_time: 8.3807678223
epoch time: 46.3138580322s, input_fired_time: 1.2392841578, output_fired_time: 0.0000000000, propagate_forward_time: 43.5291213989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5454521179
validation[          , genome 18440] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       393.15930, best error:       346.96524 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 539.4668579102s, input_fired_time: 9.7110080719, output_fired_time: 10.1213560104, propagate_forward_time: 205.4418029785, propagate_backward_time: 305.8442687988, weight_update_time: 0.5484848619, other_time: 8.3484497070
epoch time: 45.7393684387s, input_fired_time: 1.2302315235, output_fired_time: 0.0000000000, propagate_forward_time: 42.9616889954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5474472046
validation[          , genome 18440] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       387.00919, best error:       346.96524 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 545.5756835938s, input_fired_time: 9.8067665100, output_fired_time: 10.1179351807, propagate_forward_time: 208.6096038818, propagate_backward_time: 308.6197814941, weight_update_time: 0.5573156476, other_time: 8.4216003418
epoch time: 45.4091453552s, input_fired_time: 1.2202907801, output_fired_time: 0.0000000000, propagate_forward_time: 42.6539001465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5349540710
validation[          , genome 18440] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       379.02841, best error:       346.96524 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 547.3866577148s, input_fired_time: 9.8739013672, output_fired_time: 10.2966136932, propagate_forward_time: 210.2324066162, propagate_backward_time: 308.5597229004, weight_update_time: 0.5584902167, other_time: 8.4239807129
epoch time: 45.8931999207s, input_fired_time: 1.2322465181, output_fired_time: 0.0000000000, propagate_forward_time: 43.1265754700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5343780518
validation[          , genome 18440] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       381.52350, best error:       346.96524 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 549.4064941406s, input_fired_time: 9.8373985291, output_fired_time: 10.2730360031, propagate_forward_time: 209.0092620850, propagate_backward_time: 311.8566589355, weight_update_time: 0.5600937605, other_time: 8.4301452637
epoch time: 45.5836181641s, input_fired_time: 1.2291727066, output_fired_time: 0.0000000000, propagate_forward_time: 42.8113403320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5431060791
validation[          , genome 18440] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       395.40479, best error:       346.96524 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 546.9782104492s, input_fired_time: 9.8511629105, output_fired_time: 10.2260007858, propagate_forward_time: 209.4644622803, propagate_backward_time: 309.0091552734, weight_update_time: 0.5589943528, other_time: 8.4274291992
epoch time: 45.4834365845s, input_fired_time: 1.2244158983, output_fired_time: 0.0000000000, propagate_forward_time: 42.7211952209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5378265381
validation[          , genome 18440] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       380.86636, best error:       346.96524 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 548.7249755859s, input_fired_time: 9.8565578461, output_fired_time: 10.3155822754, propagate_forward_time: 209.4263000488, propagate_backward_time: 310.7129211426, weight_update_time: 0.5565196276, other_time: 8.4136352539
epoch time: 44.5947151184s, input_fired_time: 1.2071174383, output_fired_time: 0.0000000000, propagate_forward_time: 41.8560256958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5315704346
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       387.23874, best error:       346.96524 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 551.4661865234s, input_fired_time: 9.8938369751, output_fired_time: 10.3249588013, propagate_forward_time: 211.1995849609, propagate_backward_time: 311.6004943848, weight_update_time: 0.5606964231, other_time: 8.4472961426
epoch time: 45.1086006165s, input_fired_time: 1.2165924311, output_fired_time: 0.0000000000, propagate_forward_time: 42.3511848450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5408248901
validation[          , genome 18440] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       393.48746, best error:       346.96524 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 541.3027954102s, input_fired_time: 9.7580490112, output_fired_time: 10.1998806000, propagate_forward_time: 206.4103240967, propagate_backward_time: 306.5319519043, weight_update_time: 0.5545824170, other_time: 8.4025573730
epoch time: 45.8889312744s, input_fired_time: 1.2288411856, output_fired_time: 0.0000000000, propagate_forward_time: 43.1177825928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5423088074
validation[          , genome 18440] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       381.72708, best error:       346.96524 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 545.4306640625s, input_fired_time: 9.7987976074, output_fired_time: 10.1848640442, propagate_forward_time: 207.6268615723, propagate_backward_time: 309.4142456055, weight_update_time: 0.5563511848, other_time: 8.4058532715
epoch time: 45.3618774414s, input_fired_time: 1.2262376547, output_fired_time: 0.0000000000, propagate_forward_time: 42.5908851624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5447540283
validation[          , genome 18440] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       378.89407, best error:       346.96524 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 541.8671875000s, input_fired_time: 9.7495050430, output_fired_time: 10.0805454254, propagate_forward_time: 207.0346374512, propagate_backward_time: 306.5884399414, weight_update_time: 0.5560771227, other_time: 8.4140319824
epoch time: 45.5305976868s, input_fired_time: 1.2312076092, output_fired_time: 0.0000000000, propagate_forward_time: 42.7563591003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5430297852
validation[          , genome 18440] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       396.33545, best error:       346.96524 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 547.4825439453s, input_fired_time: 9.8427457809, output_fired_time: 10.2018880844, propagate_forward_time: 209.6955413818, propagate_backward_time: 309.3255920410, weight_update_time: 0.5566980243, other_time: 8.4167175293
epoch time: 44.7208061218s, input_fired_time: 1.2111557722, output_fired_time: 0.0000000000, propagate_forward_time: 41.9825248718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5271263123
validation[          , genome 18440] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       391.26620, best error:       346.96524 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 539.4865112305s, input_fired_time: 9.7468900681, output_fired_time: 10.2039327621, propagate_forward_time: 205.7638702393, propagate_backward_time: 305.4151611328, weight_update_time: 0.5489308834, other_time: 8.3566894531
epoch time: 45.1176643372s, input_fired_time: 1.2127572298, output_fired_time: 0.0000000000, propagate_forward_time: 42.3620986938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428085327
validation[          , genome 18440] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       387.97775, best error:       346.96524 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 539.5987548828s, input_fired_time: 9.7189416885, output_fired_time: 10.1263494492, propagate_forward_time: 205.2825775146, propagate_backward_time: 306.1065673828, weight_update_time: 0.5502989292, other_time: 8.3643188477
epoch time: 44.4502677917s, input_fired_time: 1.2094362974, output_fired_time: 0.0000000000, propagate_forward_time: 41.7123107910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5285224915
validation[          , genome 18440] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       384.63477, best error:       346.96524 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 538.5088500977s, input_fired_time: 9.7380876541, output_fired_time: 10.1083097458, propagate_forward_time: 206.1613159180, propagate_backward_time: 304.1433715820, weight_update_time: 0.5489227772, other_time: 8.3577270508
epoch time: 45.9720993042s, input_fired_time: 1.2312595844, output_fired_time: 0.0000000000, propagate_forward_time: 43.2007369995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5401039124
validation[          , genome 18440] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       393.80496, best error:       346.96524 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 542.6676635742s, input_fired_time: 9.7523717880, output_fired_time: 10.1315460205, propagate_forward_time: 206.7135467529, propagate_backward_time: 307.6835021973, weight_update_time: 0.5532042980, other_time: 8.3866882324
epoch time: 45.3462677002s, input_fired_time: 1.2290267944, output_fired_time: 0.0000000000, propagate_forward_time: 42.5779457092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5392951965
validation[          , genome 18440] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       386.52255, best error:       346.96524 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 545.0435791016s, input_fired_time: 9.7744569778, output_fired_time: 10.2343873978, propagate_forward_time: 207.1167144775, propagate_backward_time: 309.5305175781, weight_update_time: 0.5519636273, other_time: 8.3875122070
epoch time: 44.4923171997s, input_fired_time: 1.2047423124, output_fired_time: 0.0000000000, propagate_forward_time: 41.7643089294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5232658386
validation[          , genome 18440] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       387.04410, best error:       346.96524 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 541.2951049805s, input_fired_time: 9.7555694580, output_fired_time: 10.1568765640, propagate_forward_time: 206.6058502197, propagate_backward_time: 306.3572998047, weight_update_time: 0.5552249551, other_time: 8.4195556641
epoch time: 43.0648460388s, input_fired_time: 1.1782449484, output_fired_time: 0.0000000000, propagate_forward_time: 40.3793411255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5072593689
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       387.50854, best error:       346.96524 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 543.7846069336s, input_fired_time: 9.7817697525, output_fired_time: 10.2081308365, propagate_forward_time: 207.6196746826, propagate_backward_time: 307.7996520996, weight_update_time: 0.5522060394, other_time: 8.3753356934
epoch time: 46.0225448608s, input_fired_time: 1.2397899628, output_fired_time: 0.0000000000, propagate_forward_time: 43.2462425232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5365104675
validation[          , genome 18440] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       398.17230, best error:       346.96524 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 541.2825927734s, input_fired_time: 9.7815885544, output_fired_time: 10.0951852798, propagate_forward_time: 206.9065093994, propagate_backward_time: 306.1002502441, weight_update_time: 0.5548495054, other_time: 8.3990173340
epoch time: 45.1526679993s, input_fired_time: 1.2200087309, output_fired_time: 0.0000000000, propagate_forward_time: 42.3910980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5415611267
validation[          , genome 18440] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       391.57874, best error:       346.96524 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 543.8080444336s, input_fired_time: 9.8019504547, output_fired_time: 10.1560783386, propagate_forward_time: 208.2951812744, propagate_backward_time: 307.1450805664, weight_update_time: 0.5533650517, other_time: 8.4097900391
epoch time: 43.3924865723s, input_fired_time: 1.1864097118, output_fired_time: 0.0000000000, propagate_forward_time: 40.6826896667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233879089
validation[          , genome 18440] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       400.30966, best error:       346.96524 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 536.1474609375s, input_fired_time: 9.7056417465, output_fired_time: 9.9594602585, propagate_forward_time: 205.1428833008, propagate_backward_time: 302.9422607422, weight_update_time: 0.5546703339, other_time: 8.3972167969
epoch time: 44.5983619690s, input_fired_time: 1.2120316029, output_fired_time: 0.0000000000, propagate_forward_time: 41.8499450684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5363845825
validation[          , genome 18440] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       393.79657, best error:       346.96524 on epoch:    64, 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: 221.2240447998s, input_fired_time: 6.0416293144, output_fired_time: 0.0000000000, propagate_forward_time: 207.4740905762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.7083282471
best training[          , genome 18440] predictions:   49998/  50000 (100.00%), best:    9897/10000 (98.97%), error:        98.40048, best error:       346.96524 on epoch:    64, 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: 44.6421318054s, input_fired_time: 1.1978210211, output_fired_time: 0.0000000000, propagate_forward_time: 41.9151573181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5291519165
   testing[          , genome 18440] predictions:    9905/  10000 (99.05%), best:    9897/10000 (98.97%), error:       309.16553, best error:       346.96524 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:25:48 (2168): called boinc_finish(0)

</stderr_txt>
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