Nameexact_genome_1542531604_183_6269_1
Workunit4097797
Created18 Nov 2018, 16:49:52 UTC
Sent18 Nov 2018, 17:22:37 UTC
Report deadline4 Feb 2019, 13:28:56 UTC
Received19 Nov 2018, 21:23:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60660
Run time23 hours 38 min 36 sec
CPU time23 hours 11 min 22 sec
Validate stateValid
Credit19,459.43
Device peak FLOPS3.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size521.97 MB
Peak swap size541.89 MB
Peak disk usage9.91 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
d_time: 7.1273360252, output_fired_time: 5.5699939728, propagate_forward_time: 280.6097412109, propagate_backward_time: 481.4451904297, weight_update_time: 0.9793698192, other_time: 10.1642456055
epoch time: 57.7975730896s, input_fired_time: 0.7729757428, output_fired_time: 0.0000000000, propagate_forward_time: 55.2711639404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7534332275
validation[          , genome  6269] predictions:    5330/  10000 (53.30%), best:    5299/10000 (52.99%), error:     14691.37500, best error:     14574.27051 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 773.1694946289s, input_fired_time: 6.9896144867, output_fired_time: 5.4382576942, propagate_forward_time: 276.6611022949, propagate_backward_time: 474.2893066406, weight_update_time: 0.9737783074, other_time: 9.7912292480
epoch time: 57.7690811157s, input_fired_time: 0.7780339122, output_fired_time: 0.0000000000, propagate_forward_time: 55.2520256042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7390213013
validation[          , genome  6269] predictions:    5387/  10000 (53.87%), best:    5387/10000 (53.87%), error:     14318.60254, best error:     14318.60254 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 771.2319335938s, input_fired_time: 6.8969860077, output_fired_time: 5.4405531883, propagate_forward_time: 275.9918212891, propagate_backward_time: 473.1512756348, weight_update_time: 0.9712007046, other_time: 9.7513122559
epoch time: 57.5676536560s, input_fired_time: 0.7750743628, output_fired_time: 0.0000000000, propagate_forward_time: 55.0791816711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7133979797
validation[          , genome  6269] predictions:    5370/  10000 (53.70%), best:    5387/10000 (53.87%), error:     14450.68262, best error:     14318.60254 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 770.8279418945s, input_fired_time: 6.9620976448, output_fired_time: 5.4660234451, propagate_forward_time: 275.7143859863, propagate_backward_time: 472.8588256836, weight_update_time: 0.9729579687, other_time: 9.8266296387
epoch time: 58.1331138611s, input_fired_time: 0.7734628916, output_fired_time: 0.0000000000, propagate_forward_time: 55.6159896851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7436599731
validation[          , genome  6269] predictions:    5551/  10000 (55.51%), best:    5551/10000 (55.51%), error:     13430.67676, best error:     13430.67676 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 773.8626098633s, input_fired_time: 7.0112810135, output_fired_time: 5.4607329369, propagate_forward_time: 277.0430297852, propagate_backward_time: 474.5555725098, weight_update_time: 0.9777463078, other_time: 9.7919616699
epoch time: 57.6949768066s, input_fired_time: 0.7875360250, output_fired_time: 0.0000000000, propagate_forward_time: 55.1634674072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7439727783
validation[          , genome  6269] predictions:    5420/  10000 (54.20%), best:    5551/10000 (55.51%), error:     14186.02344, best error:     13430.67676 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 771.8966674805s, input_fired_time: 7.0073962212, output_fired_time: 5.4167838097, propagate_forward_time: 276.1951293945, propagate_backward_time: 473.4575805664, weight_update_time: 0.9750776887, other_time: 9.8197631836
epoch time: 57.8386421204s, input_fired_time: 0.7863786817, output_fired_time: 0.0000000000, propagate_forward_time: 55.2861518860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7661132813
validation[          , genome  6269] predictions:    5555/  10000 (55.55%), best:    5551/10000 (55.51%), error:     13832.83691, best error:     13430.67676 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 770.6580200195s, input_fired_time: 6.9681305885, output_fired_time: 5.4017882347, propagate_forward_time: 275.6024475098, propagate_backward_time: 472.9103698730, weight_update_time: 0.9912070036, other_time: 9.7752685547
epoch time: 62.5480079651s, input_fired_time: 0.8066194057, output_fired_time: 0.0000000000, propagate_forward_time: 59.8392868042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9021034241
validation[          , genome  6269] predictions:    5252/  10000 (52.52%), best:    5551/10000 (55.51%), error:     15113.25977, best error:     13430.67676 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 778.5502319336s, input_fired_time: 7.1492238045, output_fired_time: 5.4392905235, propagate_forward_time: 278.6493530273, propagate_backward_time: 477.3992614746, weight_update_time: 1.0064707994, other_time: 9.9131164551
epoch time: 57.3141937256s, input_fired_time: 0.7799585462, output_fired_time: 0.0000000000, propagate_forward_time: 54.8282508850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7059860229
validation[          , genome  6269] predictions:    5536/  10000 (55.36%), best:    5551/10000 (55.51%), error:     13743.55371, best error:     13430.67676 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 771.8668823242s, input_fired_time: 7.0368366241, output_fired_time: 5.4379177094, propagate_forward_time: 276.0617370605, propagate_backward_time: 473.5307922363, weight_update_time: 0.9742935896, other_time: 9.7995605469
epoch time: 57.8938102722s, input_fired_time: 0.8118289709, output_fired_time: 0.0000000000, propagate_forward_time: 55.3644714355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7175102234
validation[          , genome  6269] predictions:    5546/  10000 (55.46%), best:    5551/10000 (55.51%), error:     13525.00293, best error:     13430.67676 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1385.5368652344s, input_fired_time: 6.9613084793, output_fired_time: 5.3853292465, propagate_forward_time: 275.3418884277, propagate_backward_time: 1087.9688720703, weight_update_time: 0.9719746709, other_time: 9.8793945313
epoch time: 57.8414726257s, input_fired_time: 0.7834199667, output_fired_time: 0.0000000000, propagate_forward_time: 55.3367118835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7213401794
validation[          , genome  6269] predictions:    5703/  10000 (57.03%), best:    5703/10000 (57.03%), error:     13044.49023, best error:     13044.49023 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 770.1617431641s, input_fired_time: 7.0438866615, output_fired_time: 5.4106945992, propagate_forward_time: 275.6067504883, propagate_backward_time: 472.3053894043, weight_update_time: 0.9745389819, other_time: 9.7950134277
epoch time: 57.8268318176s, input_fired_time: 0.8002149463, output_fired_time: 0.0000000000, propagate_forward_time: 55.1801185608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8464965820
validation[          , genome  6269] predictions:    5522/  10000 (55.22%), best:    5703/10000 (57.03%), error:     13823.28027, best error:     13044.49023 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 771.2744750977s, input_fired_time: 7.0591173172, output_fired_time: 5.4693284035, propagate_forward_time: 276.2715454102, propagate_backward_time: 472.6781921387, weight_update_time: 0.9782979488, other_time: 9.7962951660
epoch time: 57.8833312988s, input_fired_time: 0.8061653376, output_fired_time: 0.0000000000, propagate_forward_time: 55.3471603394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7300071716
validation[          , genome  6269] predictions:    5637/  10000 (56.37%), best:    5703/10000 (57.03%), error:     13251.44141, best error:     13044.49023 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 773.5518188477s, input_fired_time: 7.1451802254, output_fired_time: 5.4997649193, propagate_forward_time: 276.5077209473, propagate_backward_time: 474.4600524902, weight_update_time: 0.9765484929, other_time: 9.9390869141
epoch time: 57.8816719055s, input_fired_time: 0.7985687852, output_fired_time: 0.0000000000, propagate_forward_time: 55.3584327698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7246704102
validation[          , genome  6269] predictions:    5481/  10000 (54.81%), best:    5703/10000 (57.03%), error:     13949.16309, best error:     13044.49023 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 770.4779052734s, input_fired_time: 7.0438141823, output_fired_time: 5.4181828499, propagate_forward_time: 275.4806823730, propagate_backward_time: 472.7435607910, weight_update_time: 0.9729369283, other_time: 9.7916259766
epoch time: 58.2378845215s, input_fired_time: 0.7968544364, output_fired_time: 0.0000000000, propagate_forward_time: 55.6409149170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8001136780
validation[          , genome  6269] predictions:    5726/  10000 (57.26%), best:    5726/10000 (57.26%), error:     12754.35254, best error:     12754.35254 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1189.5744628906s, input_fired_time: 7.0883088112, output_fired_time: 422.1936340332, propagate_forward_time: 276.2790832520, propagate_backward_time: 474.1551513672, weight_update_time: 0.9801056981, other_time: 9.8583679199
epoch time: 58.1431732178s, input_fired_time: 0.8082243204, output_fired_time: 0.0000000000, propagate_forward_time: 55.5525245667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7824249268
validation[          , genome  6269] predictions:    5837/  10000 (58.37%), best:    5837/10000 (58.37%), error:     12751.04785, best error:     12751.04785 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 972.1944580078s, input_fired_time: 7.1819467545, output_fired_time: 5.4958362579, propagate_forward_time: 474.2712097168, propagate_backward_time: 475.2786560059, weight_update_time: 0.9875717759, other_time: 9.9667968750
epoch time: 58.1051902771s, input_fired_time: 0.7984723449, output_fired_time: 0.0000000000, propagate_forward_time: 55.5643386841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7423782349
validation[          , genome  6269] predictions:    5748/  10000 (57.48%), best:    5837/10000 (58.37%), error:     12888.55762, best error:     12751.04785 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 771.7032470703s, input_fired_time: 7.1093935966, output_fired_time: 5.4525723457, propagate_forward_time: 275.9056396484, propagate_backward_time: 473.3950195313, weight_update_time: 0.9759517908, other_time: 9.8406372070
epoch time: 57.7621498108s, input_fired_time: 0.8094964623, output_fired_time: 0.0000000000, propagate_forward_time: 55.1867942810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7658576965
validation[          , genome  6269] predictions:    5765/  10000 (57.65%), best:    5765/10000 (57.65%), error:     12645.05762, best error:     12645.05762 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 772.9401855469s, input_fired_time: 7.1088538170, output_fired_time: 5.4346747398, propagate_forward_time: 276.3231811523, propagate_backward_time: 474.2379455566, weight_update_time: 0.9754555821, other_time: 9.8355407715
epoch time: 57.6711006165s, input_fired_time: 0.7998244166, output_fired_time: 0.0000000000, propagate_forward_time: 55.0953865051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7758903503
validation[          , genome  6269] predictions:    5571/  10000 (55.71%), best:    5765/10000 (57.65%), error:     13516.94531, best error:     12645.05762 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 773.0957031250s, input_fired_time: 7.1012706757, output_fired_time: 5.4407591820, propagate_forward_time: 276.3928833008, propagate_backward_time: 474.3214111328, weight_update_time: 0.9764858484, other_time: 9.8394165039
epoch time: 58.1810989380s, input_fired_time: 0.8040561080, output_fired_time: 0.0000000000, propagate_forward_time: 55.5258979797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8511466980
validation[          , genome  6269] predictions:    5748/  10000 (57.48%), best:    5765/10000 (57.65%), error:     12748.86719, best error:     12645.05762 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 774.3000488281s, input_fired_time: 7.1640400887, output_fired_time: 5.4821038246, propagate_forward_time: 276.7746276855, propagate_backward_time: 474.9645690918, weight_update_time: 0.9775184393, other_time: 9.9146728516
epoch time: 57.9574317932s, input_fired_time: 0.8083361387, output_fired_time: 0.0000000000, propagate_forward_time: 55.4135322571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7355651855
validation[          , genome  6269] predictions:    5805/  10000 (58.05%), best:    5805/10000 (58.05%), error:     12583.46582, best error:     12583.46582 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 772.8321533203s, input_fired_time: 7.1209588051, output_fired_time: 5.4970674515, propagate_forward_time: 276.0309753418, propagate_backward_time: 474.3898010254, weight_update_time: 0.9832968116, other_time: 9.7933349609
epoch time: 57.8281478882s, input_fired_time: 0.7947410941, output_fired_time: 0.0000000000, propagate_forward_time: 55.3130950928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7203102112
validation[          , genome  6269] predictions:    5678/  10000 (56.78%), best:    5805/10000 (58.05%), error:     13444.70801, best error:     12583.46582 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 771.3674926758s, input_fired_time: 7.1585855484, output_fired_time: 5.4498171806, propagate_forward_time: 275.7083435059, propagate_backward_time: 473.1978759766, weight_update_time: 0.9902314544, other_time: 9.8528747559
epoch time: 57.8534545898s, input_fired_time: 0.8316555619, output_fired_time: 0.0000000000, propagate_forward_time: 55.2713851929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7504119873
validation[          , genome  6269] predictions:    5855/  10000 (58.55%), best:    5805/10000 (58.05%), error:     12620.01074, best error:     12583.46582 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 773.4396972656s, input_fired_time: 7.1451864243, output_fired_time: 5.4103507996, propagate_forward_time: 276.2528686523, propagate_backward_time: 474.7043457031, weight_update_time: 0.9784833789, other_time: 9.9269409180
epoch time: 58.0408897400s, input_fired_time: 0.8158941865, output_fired_time: 0.0000000000, propagate_forward_time: 55.4927787781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7322158813
validation[          , genome  6269] predictions:    5889/  10000 (58.89%), best:    5889/10000 (58.89%), error:     12514.02930, best error:     12514.02930 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 771.4941406250s, input_fired_time: 7.1693553925, output_fired_time: 5.4241981506, propagate_forward_time: 275.8655700684, propagate_backward_time: 473.1559448242, weight_update_time: 0.9797711968, other_time: 9.8790588379
epoch time: 58.4488906860s, input_fired_time: 0.8337069750, output_fired_time: 0.0000000000, propagate_forward_time: 55.7614974976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8536872864
validation[          , genome  6269] predictions:    5834/  10000 (58.34%), best:    5889/10000 (58.89%), error:     12547.22559, best error:     12514.02930 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 772.0327148438s, input_fired_time: 7.1671600342, output_fired_time: 5.4381599426, propagate_forward_time: 276.1918945313, propagate_backward_time: 473.3055419922, weight_update_time: 0.9931192994, other_time: 9.9299316406
epoch time: 58.0387992859s, input_fired_time: 0.8283229470, output_fired_time: 0.0000000000, propagate_forward_time: 55.4436225891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7668533325
validation[          , genome  6269] predictions:    6009/  10000 (60.09%), best:    6009/10000 (60.09%), error:     12086.86035, best error:     12086.86035 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 772.2609863281s, input_fired_time: 7.1542568207, output_fired_time: 5.4560785294, propagate_forward_time: 276.3190002441, propagate_backward_time: 473.4046630859, weight_update_time: 0.9794569016, other_time: 9.9270324707
epoch time: 57.7015151978s, input_fired_time: 0.8122406006, output_fired_time: 0.0000000000, propagate_forward_time: 55.1628799438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7263946533
validation[          , genome  6269] predictions:    5879/  10000 (58.79%), best:    6009/10000 (60.09%), error:     12605.97559, best error:     12086.86035 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 771.4280395508s, input_fired_time: 7.1273994446, output_fired_time: 5.4249429703, propagate_forward_time: 275.9509582520, propagate_backward_time: 473.0627136230, weight_update_time: 0.9849175811, other_time: 9.8620605469
epoch time: 58.5483055115s, input_fired_time: 0.8681754470, output_fired_time: 0.0000000000, propagate_forward_time: 55.8872337341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7928962708
validation[          , genome  6269] predictions:    5901/  10000 (59.01%), best:    6009/10000 (60.09%), error:     12548.71191, best error:     12086.86035 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 775.9699096680s, input_fired_time: 7.2109427452, output_fired_time: 5.4753980637, propagate_forward_time: 276.9379272461, propagate_backward_time: 476.3574218750, weight_update_time: 0.9824901223, other_time: 9.9882202148
epoch time: 58.2337303162s, input_fired_time: 0.8557046652, output_fired_time: 0.0000000000, propagate_forward_time: 55.5856437683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7923812866
validation[          , genome  6269] predictions:    5912/  10000 (59.12%), best:    6009/10000 (60.09%), error:     12439.64160, best error:     12086.86035 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 775.2991333008s, input_fired_time: 7.2543382645, output_fired_time: 5.5337648392, propagate_forward_time: 277.3014221191, propagate_backward_time: 475.1401977539, weight_update_time: 0.9886108041, other_time: 10.0694274902
epoch time: 58.3553619385s, input_fired_time: 0.8215923309, output_fired_time: 0.0000000000, propagate_forward_time: 55.7744598389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7593078613
validation[          , genome  6269] predictions:    5877/  10000 (58.77%), best:    6009/10000 (60.09%), error:     12477.13086, best error:     12086.86035 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 774.8958129883s, input_fired_time: 7.1911044121, output_fired_time: 5.4256610870, propagate_forward_time: 277.0809631348, propagate_backward_time: 475.2287292480, weight_update_time: 0.9810190797, other_time: 9.9693603516
epoch time: 57.9377326965s, input_fired_time: 0.8227999806, output_fired_time: 0.0000000000, propagate_forward_time: 55.3683509827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7465820313
validation[          , genome  6269] predictions:    5846/  10000 (58.46%), best:    6009/10000 (60.09%), error:     12624.49805, best error:     12086.86035 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1067.0639648438s, input_fired_time: 7.2176570892, output_fired_time: 5.4344396591, propagate_forward_time: 277.2055969238, propagate_backward_time: 767.1143798828, weight_update_time: 0.9839419127, other_time: 10.0919189453
epoch time: 58.6795196533s, input_fired_time: 0.8851082921, output_fired_time: 0.0000000000, propagate_forward_time: 55.9502334595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8441772461
validation[          , genome  6269] predictions:    5867/  10000 (58.67%), best:    6009/10000 (60.09%), error:     12693.54883, best error:     12086.86035 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1011.9560546875s, input_fired_time: 7.2374196053, output_fired_time: 5.5958352089, propagate_forward_time: 277.9469299316, propagate_backward_time: 711.1502075195, weight_update_time: 0.9868379235, other_time: 10.0256958008
epoch time: 58.1147575378s, input_fired_time: 0.8669394255, output_fired_time: 0.0000000000, propagate_forward_time: 55.4452896118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8025283813
validation[          , genome  6269] predictions:    5997/  10000 (59.97%), best:    6009/10000 (60.09%), error:     12118.76953, best error:     12086.86035 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 777.7000732422s, input_fired_time: 7.3155293465, output_fired_time: 5.5996785164, propagate_forward_time: 278.0698852539, propagate_backward_time: 476.6563415527, weight_update_time: 0.9822369218, other_time: 10.0586242676
epoch time: 58.2782669067s, input_fired_time: 0.8350400329, output_fired_time: 0.0000000000, propagate_forward_time: 55.6628799438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7803459167
validation[          , genome  6269] predictions:    5971/  10000 (59.71%), best:    6009/10000 (60.09%), error:     12193.41406, best error:     12086.86035 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 778.5399780273s, input_fired_time: 7.3621277809, output_fired_time: 5.4862546921, propagate_forward_time: 278.1929626465, propagate_backward_time: 477.4078063965, weight_update_time: 0.9855909348, other_time: 10.0908203125
epoch time: 57.8912124634s, input_fired_time: 0.8421863317, output_fired_time: 0.0000000000, propagate_forward_time: 55.2507362366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7982902527
validation[          , genome  6269] predictions:    5985/  10000 (59.85%), best:    6009/10000 (60.09%), error:     12150.72363, best error:     12086.86035 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 774.7681274414s, input_fired_time: 7.2357192039, output_fired_time: 5.4382853508, propagate_forward_time: 277.0437622070, propagate_backward_time: 474.9948730469, weight_update_time: 1.0016216040, other_time: 10.0554809570
epoch time: 58.0152015686s, input_fired_time: 0.8394233584, output_fired_time: 0.0000000000, propagate_forward_time: 55.3896980286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7860794067
validation[          , genome  6269] predictions:    6014/  10000 (60.14%), best:    6009/10000 (60.09%), error:     12185.45508, best error:     12086.86035 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 772.9840087891s, input_fired_time: 7.2243638039, output_fired_time: 5.4695253372, propagate_forward_time: 276.6475219727, propagate_backward_time: 473.7305297852, weight_update_time: 0.9945971966, other_time: 9.9120483398
epoch time: 58.0779037476s, input_fired_time: 0.8259164691, output_fired_time: 0.0000000000, propagate_forward_time: 55.4736709595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7783164978
validation[          , genome  6269] predictions:    6103/  10000 (61.03%), best:    6103/10000 (61.03%), error:     11925.85547, best error:     11925.85547 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 779.6422119141s, input_fired_time: 7.2983303070, output_fired_time: 5.5070171356, propagate_forward_time: 278.9493408203, propagate_backward_time: 477.6542663574, weight_update_time: 0.9957519174, other_time: 10.2332458496
epoch time: 57.7769851685s, input_fired_time: 0.8311253190, output_fired_time: 0.0000000000, propagate_forward_time: 55.1877479553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7581100464
validation[          , genome  6269] predictions:    6070/  10000 (60.70%), best:    6103/10000 (61.03%), error:     12008.70313, best error:     11925.85547 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 776.1839599609s, input_fired_time: 7.3349094391, output_fired_time: 5.5046391487, propagate_forward_time: 277.2330932617, propagate_backward_time: 476.1105346680, weight_update_time: 0.9823111296, other_time: 10.0007934570
epoch time: 57.4863929749s, input_fired_time: 0.8312488794, output_fired_time: 0.0000000000, propagate_forward_time: 54.9475097656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7076339722
validation[          , genome  6269] predictions:    6067/  10000 (60.67%), best:    6067/10000 (60.67%), error:     11916.85645, best error:     11916.85645 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1016.6714477539s, input_fired_time: 7.2681102753, output_fired_time: 5.4424810410, propagate_forward_time: 520.6693115234, propagate_backward_time: 473.4408569336, weight_update_time: 0.9822651744, other_time: 9.8506469727
epoch time: 58.0984611511s, input_fired_time: 0.8300883770, output_fired_time: 0.0000000000, propagate_forward_time: 55.4547691345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8136024475
validation[          , genome  6269] predictions:    5950/  10000 (59.50%), best:    6067/10000 (60.67%), error:     12187.12598, best error:     11916.85645 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 774.1454467773s, input_fired_time: 7.3251662254, output_fired_time: 5.4551787376, propagate_forward_time: 276.9682312012, propagate_backward_time: 474.4665222168, weight_update_time: 0.9791153073, other_time: 9.9302978516
epoch time: 57.5647773743s, input_fired_time: 0.8325445056, output_fired_time: 0.0000000000, propagate_forward_time: 54.9888763428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7433547974
validation[          , genome  6269] predictions:    5958/  10000 (59.58%), best:    6067/10000 (60.67%), error:     12188.75586, best error:     11916.85645 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 775.6273193359s, input_fired_time: 7.2977414131, output_fired_time: 5.5068945885, propagate_forward_time: 277.4150390625, propagate_backward_time: 475.3908996582, weight_update_time: 0.9946936369, other_time: 10.0167541504
epoch time: 58.0011940002s, input_fired_time: 0.8410989046, output_fired_time: 0.0000000000, propagate_forward_time: 55.3698959351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7901992798
validation[          , genome  6269] predictions:    5974/  10000 (59.74%), best:    6067/10000 (60.67%), error:     12428.30273, best error:     11916.85645 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 777.2289428711s, input_fired_time: 7.3442497253, output_fired_time: 5.4791636467, propagate_forward_time: 278.0428771973, propagate_backward_time: 476.3228454590, weight_update_time: 0.9884980917, other_time: 10.0397949219
epoch time: 58.1090507507s, input_fired_time: 0.8455221057, output_fired_time: 0.0000000000, propagate_forward_time: 55.5254936218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7380332947
validation[          , genome  6269] predictions:    6008/  10000 (60.08%), best:    6067/10000 (60.67%), error:     12029.47852, best error:     11916.85645 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 775.0646362305s, input_fired_time: 7.3233699799, output_fired_time: 5.4453701973, propagate_forward_time: 277.0722656250, propagate_backward_time: 475.2618408203, weight_update_time: 1.0012400150, other_time: 9.9617919922
epoch time: 57.6532783508s, input_fired_time: 0.8365030885, output_fired_time: 0.0000000000, propagate_forward_time: 55.0830993652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7336769104
validation[          , genome  6269] predictions:    6090/  10000 (60.90%), best:    6090/10000 (60.90%), error:     11911.38672, best error:     11911.38672 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 982.3602905273s, input_fired_time: 7.3941893578, output_fired_time: 5.5929083824, propagate_forward_time: 477.4838562012, propagate_backward_time: 481.8750305176, weight_update_time: 0.9817763567, other_time: 10.0143432617
epoch time: 58.5885925293s, input_fired_time: 0.8785043359, output_fired_time: 0.0000000000, propagate_forward_time: 55.9417572021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7683296204
validation[          , genome  6269] predictions:    6098/  10000 (60.98%), best:    6098/10000 (60.98%), error:     11834.29395, best error:     11834.29395 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 778.7160034180s, input_fired_time: 7.3885297775, output_fired_time: 5.5261602402, propagate_forward_time: 278.8233337402, propagate_backward_time: 476.8687744141, weight_update_time: 0.9888996482, other_time: 10.1091613770
epoch time: 58.4142913818s, input_fired_time: 0.8489121795, output_fired_time: 0.0000000000, propagate_forward_time: 55.7947959900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7705841064
validation[          , genome  6269] predictions:    5954/  10000 (59.54%), best:    6098/10000 (60.98%), error:     12497.64160, best error:     11834.29395 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 780.0851440430s, input_fired_time: 7.3973112106, output_fired_time: 5.4920086861, propagate_forward_time: 279.1025085449, propagate_backward_time: 477.9962768555, weight_update_time: 0.9941514730, other_time: 10.0970153809
epoch time: 57.7607231140s, input_fired_time: 0.8679379821, output_fired_time: 0.0000000000, propagate_forward_time: 55.1138000488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7789840698
validation[          , genome  6269] predictions:    6087/  10000 (60.87%), best:    6098/10000 (60.98%), error:     11971.99902, best error:     11834.29395 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 777.1301879883s, input_fired_time: 7.3604917526, output_fired_time: 5.4593667984, propagate_forward_time: 278.0945434570, propagate_backward_time: 476.1890869141, weight_update_time: 0.9875632524, other_time: 10.0267333984
epoch time: 57.8579330444s, input_fired_time: 0.8476089239, output_fired_time: 0.0000000000, propagate_forward_time: 55.2726211548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7377014160
validation[          , genome  6269] predictions:    6074/  10000 (60.74%), best:    6074/10000 (60.74%), error:     11806.78613, best error:     11806.78613 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 777.7642211914s, input_fired_time: 7.4366426468, output_fired_time: 5.4636540413, propagate_forward_time: 278.0083618164, propagate_backward_time: 476.8446960449, weight_update_time: 0.9908284545, other_time: 10.0108337402
epoch time: 57.9175071716s, input_fired_time: 0.8464969993, output_fired_time: 0.0000000000, propagate_forward_time: 55.2358131409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8351974487
validation[          , genome  6269] predictions:    6028/  10000 (60.28%), best:    6074/10000 (60.74%), error:     11907.92578, best error:     11806.78613 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 778.0907592773s, input_fired_time: 7.4088311195, output_fired_time: 5.5615291595, propagate_forward_time: 278.3819274902, propagate_backward_time: 476.6329650879, weight_update_time: 0.9958971739, other_time: 10.1055297852
epoch time: 57.9318923950s, input_fired_time: 0.8559061289, output_fired_time: 0.0000000000, propagate_forward_time: 55.3307762146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7452087402
validation[          , genome  6269] predictions:    6147/  10000 (61.47%), best:    6147/10000 (61.47%), error:     11775.33594, best error:     11775.33594 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1075.8360595703s, input_fired_time: 7.4183239937, output_fired_time: 5.4943451881, propagate_forward_time: 277.3406372070, propagate_backward_time: 775.5191040039, weight_update_time: 0.9827137589, other_time: 10.0635986328
epoch time: 58.5539207458s, input_fired_time: 0.8557071686, output_fired_time: 0.0000000000, propagate_forward_time: 55.8801612854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8180503845
validation[          , genome  6269] predictions:    6175/  10000 (61.75%), best:    6175/10000 (61.75%), error:     11649.15430, best error:     11649.15430 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1500.8697509766s, input_fired_time: 7.3937067986, output_fired_time: 5.4768128395, propagate_forward_time: 276.8479309082, propagate_backward_time: 1201.1503906250, weight_update_time: 0.9830656648, other_time: 10.0009765625
epoch time: 58.1381607056s, input_fired_time: 0.8513424993, output_fired_time: 0.0000000000, propagate_forward_time: 55.5409240723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7458953857
validation[          , genome  6269] predictions:    6030/  10000 (60.30%), best:    6175/10000 (61.75%), error:     12034.56152, best error:     11649.15430 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 775.2236328125s, input_fired_time: 7.3937630653, output_fired_time: 5.4198865891, propagate_forward_time: 277.0271301270, propagate_backward_time: 475.4769287109, weight_update_time: 0.9786740541, other_time: 9.9059753418
epoch time: 58.4386024475s, input_fired_time: 0.8601913452, output_fired_time: 0.0000000000, propagate_forward_time: 55.7849845886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7934265137
validation[          , genome  6269] predictions:    6157/  10000 (61.57%), best:    6175/10000 (61.75%), error:     11663.49902, best error:     11649.15430 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 906.2053222656s, input_fired_time: 7.3389263153, output_fired_time: 5.4940967560, propagate_forward_time: 277.5414428711, propagate_backward_time: 605.7965087891, weight_update_time: 0.9847373366, other_time: 10.0343627930
epoch time: 58.2107582092s, input_fired_time: 0.8525778055, output_fired_time: 0.0000000000, propagate_forward_time: 55.6110153198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7471656799
validation[          , genome  6269] predictions:    6174/  10000 (61.74%), best:    6175/10000 (61.75%), error:     11795.88770, best error:     11649.15430 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 775.4314575195s, input_fired_time: 7.4263362885, output_fired_time: 5.4393110275, propagate_forward_time: 277.1957702637, propagate_backward_time: 475.2232055664, weight_update_time: 0.9881862402, other_time: 10.1468200684
epoch time: 58.1225776672s, input_fired_time: 0.8452363610, output_fired_time: 0.0000000000, propagate_forward_time: 55.4963455200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7809944153
validation[          , genome  6269] predictions:    6176/  10000 (61.76%), best:    6175/10000 (61.75%), error:     11664.84570, best error:     11649.15430 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 775.1235961914s, input_fired_time: 7.4497928619, output_fired_time: 5.5149941444, propagate_forward_time: 277.0259704590, propagate_backward_time: 475.0729980469, weight_update_time: 0.9833999276, other_time: 10.0598449707
epoch time: 58.0830650330s, input_fired_time: 0.8564900160, output_fired_time: 0.0000000000, propagate_forward_time: 55.4940185547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7325553894
validation[          , genome  6269] predictions:    6010/  10000 (60.10%), best:    6175/10000 (61.75%), error:     12048.15039, best error:     11649.15430 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 776.5109863281s, input_fired_time: 7.3888134956, output_fired_time: 5.4512004852, propagate_forward_time: 277.6997680664, propagate_backward_time: 475.8539123535, weight_update_time: 0.9994793534, other_time: 10.1173400879
epoch time: 58.2268447876s, input_fired_time: 0.8668620586, output_fired_time: 0.0000000000, propagate_forward_time: 55.6164398193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7435417175
validation[          , genome  6269] predictions:    6091/  10000 (60.91%), best:    6175/10000 (61.75%), error:     11849.83496, best error:     11649.15430 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 777.6202392578s, input_fired_time: 7.4432201385, output_fired_time: 5.4878802299, propagate_forward_time: 277.9678039551, propagate_backward_time: 476.5068969727, weight_update_time: 0.9942844510, other_time: 10.2144470215
epoch time: 58.9098815918s, input_fired_time: 0.8786889911, output_fired_time: 0.0000000000, propagate_forward_time: 56.1914710999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8397216797
validation[          , genome  6269] predictions:    6119/  10000 (61.19%), best:    6175/10000 (61.75%), error:     11991.69824, best error:     11649.15430 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 783.3771362305s, input_fired_time: 7.5225343704, output_fired_time: 5.5280170441, propagate_forward_time: 279.6713867188, propagate_backward_time: 480.2329406738, weight_update_time: 1.0046834946, other_time: 10.4222717285
epoch time: 58.2511596680s, input_fired_time: 0.8635465503, output_fired_time: 0.0000000000, propagate_forward_time: 55.6342697144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7533416748
validation[          , genome  6269] predictions:    6064/  10000 (60.64%), best:    6175/10000 (61.75%), error:     11739.65820, best error:     11649.15430 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 784.2208862305s, input_fired_time: 7.5808434486, output_fired_time: 5.5746917725, propagate_forward_time: 280.2348937988, propagate_backward_time: 480.5029907227, weight_update_time: 0.9950494766, other_time: 10.3274230957
epoch time: 58.4063453674s, input_fired_time: 0.8756448030, output_fired_time: 0.0000000000, propagate_forward_time: 55.7488975525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7818031311
validation[          , genome  6269] predictions:    6085/  10000 (60.85%), best:    6175/10000 (61.75%), error:     11775.45508, best error:     11649.15430 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1154.5677490234s, input_fired_time: 7.4378089905, output_fired_time: 5.4879469872, propagate_forward_time: 653.4990234375, propagate_backward_time: 477.9956054688, weight_update_time: 0.9876668453, other_time: 10.1473388672
epoch time: 58.2612266541s, input_fired_time: 0.8813779950, output_fired_time: 0.0000000000, propagate_forward_time: 55.6181030273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7617454529
validation[          , genome  6269] predictions:    6107/  10000 (61.07%), best:    6175/10000 (61.75%), error:     11837.11621, best error:     11649.15430 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 779.3249511719s, input_fired_time: 7.5598435402, output_fired_time: 5.5003314018, propagate_forward_time: 278.6348266602, propagate_backward_time: 477.4108581543, weight_update_time: 0.9887137413, other_time: 10.2191467285
epoch time: 58.6103210449s, input_fired_time: 0.8865882158, output_fired_time: 0.0000000000, propagate_forward_time: 55.8863258362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8374061584
validation[          , genome  6269] predictions:    6082/  10000 (60.82%), best:    6175/10000 (61.75%), error:     11824.32910, best error:     11649.15430 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 782.4373168945s, input_fired_time: 7.6661796570, output_fired_time: 5.5567359924, propagate_forward_time: 279.5839538574, propagate_backward_time: 479.1882934570, weight_update_time: 0.9991073608, other_time: 10.4421081543
epoch time: 58.4459609985s, input_fired_time: 0.8937658668, output_fired_time: 0.0000000000, propagate_forward_time: 55.6924743652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8597221375
validation[          , genome  6269] predictions:    6131/  10000 (61.31%), best:    6175/10000 (61.75%), error:     11727.16797, best error:     11649.15430 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 801.9592285156s, input_fired_time: 7.5316767693, output_fired_time: 5.5886025429, propagate_forward_time: 297.5377197266, propagate_backward_time: 480.8786010742, weight_update_time: 1.0158799887, other_time: 10.4226074219
epoch time: 60.6608352661s, input_fired_time: 0.9282968044, output_fired_time: 0.0000000000, propagate_forward_time: 57.9065742493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8259658813
validation[          , genome  6269] predictions:    6143/  10000 (61.43%), best:    6143/10000 (61.43%), error:     11596.76953, best error:     11596.76953 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 780.5108642578s, input_fired_time: 7.5217947960, output_fired_time: 5.5247950554, propagate_forward_time: 278.6797485352, propagate_backward_time: 478.3837280273, weight_update_time: 0.9955462217, other_time: 10.4008178711
epoch time: 58.2533149719s, input_fired_time: 0.8679245710, output_fired_time: 0.0000000000, propagate_forward_time: 55.5982894897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7871017456
validation[          , genome  6269] predictions:    6170/  10000 (61.70%), best:    6143/10000 (61.43%), error:     11735.32227, best error:     11596.76953 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 776.9869384766s, input_fired_time: 7.5376634598, output_fired_time: 5.4838719368, propagate_forward_time: 277.4474182129, propagate_backward_time: 476.2654418945, weight_update_time: 1.0031611919, other_time: 10.2525329590
epoch time: 58.4878845215s, input_fired_time: 0.8713015318, output_fired_time: 0.0000000000, propagate_forward_time: 55.7637100220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8528747559
validation[          , genome  6269] predictions:    6161/  10000 (61.61%), best:    6161/10000 (61.61%), error:     11559.24902, best error:     11559.24902 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 781.0496826172s, input_fired_time: 7.5452899933, output_fired_time: 5.5056271553, propagate_forward_time: 279.3537292480, propagate_backward_time: 478.1538696289, weight_update_time: 0.9962664843, other_time: 10.4911804199
epoch time: 58.5264739990s, input_fired_time: 0.8801773787, output_fired_time: 0.0000000000, propagate_forward_time: 55.8156394958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8306579590
validation[          , genome  6269] predictions:    6197/  10000 (61.97%), best:    6161/10000 (61.61%), error:     11611.28027, best error:     11559.24902 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 781.6145629883s, input_fired_time: 7.6338768005, output_fired_time: 5.5859198570, propagate_forward_time: 279.2505187988, propagate_backward_time: 478.7330627441, weight_update_time: 0.9950607419, other_time: 10.4111938477
epoch time: 58.2860794067s, input_fired_time: 0.8786904216, output_fired_time: 0.0000000000, propagate_forward_time: 55.5741615295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8332290649
validation[          , genome  6269] predictions:    6172/  10000 (61.72%), best:    6161/10000 (61.61%), error:     11577.25391, best error:     11559.24902 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 778.9569702148s, input_fired_time: 7.5004792213, output_fired_time: 5.5059900284, propagate_forward_time: 278.2623901367, propagate_backward_time: 477.4500122070, weight_update_time: 0.9973293543, other_time: 10.2380981445
epoch time: 58.5486106873s, input_fired_time: 0.8795826435, output_fired_time: 0.0000000000, propagate_forward_time: 55.8702163696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7988128662
validation[          , genome  6269] predictions:    6117/  10000 (61.17%), best:    6161/10000 (61.61%), error:     11772.81348, best error:     11559.24902 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 805.7303466797s, input_fired_time: 7.9081201553, output_fired_time: 5.6798529625, propagate_forward_time: 288.1868896484, propagate_backward_time: 493.2630615234, weight_update_time: 1.0333217382, other_time: 10.6923828125
epoch time: 60.1721115112s, input_fired_time: 0.9244459867, output_fired_time: 0.0000000000, propagate_forward_time: 57.4187507629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8289146423
validation[          , genome  6269] predictions:    6136/  10000 (61.36%), best:    6161/10000 (61.61%), error:     11783.57129, best error:     11559.24902 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1394.5317382813s, input_fired_time: 7.5133128166, output_fired_time: 5.5506753922, propagate_forward_time: 278.5576782227, propagate_backward_time: 1092.6149902344, weight_update_time: 1.0219883919, other_time: 10.2951660156
epoch time: 58.7347602844s, input_fired_time: 0.8936650753, output_fired_time: 0.0000000000, propagate_forward_time: 55.9824905396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8586044312
validation[          , genome  6269] predictions:    6103/  10000 (61.03%), best:    6161/10000 (61.61%), error:     11755.48730, best error:     11559.24902 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 797.9006958008s, input_fired_time: 7.7853507996, output_fired_time: 5.7002387047, propagate_forward_time: 284.6069946289, propagate_backward_time: 489.2372741699, weight_update_time: 1.0170437098, other_time: 10.5708312988
epoch time: 58.6836700439s, input_fired_time: 0.8892831206, output_fired_time: 0.0000000000, propagate_forward_time: 55.9727935791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8215942383
validation[          , genome  6269] predictions:    6203/  10000 (62.03%), best:    6161/10000 (61.61%), error:     11583.92676, best error:     11559.24902 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 779.7092285156s, input_fired_time: 7.5415396690, output_fired_time: 5.5050802231, propagate_forward_time: 278.6686401367, propagate_backward_time: 477.7665405273, weight_update_time: 1.0415762663, other_time: 10.2274169922
epoch time: 57.9977226257s, input_fired_time: 0.8716091514, output_fired_time: 0.0000000000, propagate_forward_time: 55.3739509583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7521629333
validation[          , genome  6269] predictions:    6219/  10000 (62.19%), best:    6219/10000 (62.19%), error:     11512.11914, best error:     11512.11914 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 778.0181884766s, input_fired_time: 7.5888891220, output_fired_time: 5.5373311043, propagate_forward_time: 278.2939758301, propagate_backward_time: 476.3796997070, weight_update_time: 0.9932080507, other_time: 10.2182922363
epoch time: 58.3153915405s, input_fired_time: 0.8760516644, output_fired_time: 0.0000000000, propagate_forward_time: 55.6234588623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8158798218
validation[          , genome  6269] predictions:    6133/  10000 (61.33%), best:    6219/10000 (62.19%), error:     11709.01953, best error:     11512.11914 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 778.8004760742s, input_fired_time: 7.5615644455, output_fired_time: 5.5280523300, propagate_forward_time: 278.2259826660, propagate_backward_time: 477.2623291016, weight_update_time: 1.0243667364, other_time: 10.2225036621
epoch time: 58.4866371155s, input_fired_time: 0.8876886368, output_fired_time: 0.0000000000, propagate_forward_time: 55.7507286072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8482208252
validation[          , genome  6269] predictions:    6084/  10000 (60.84%), best:    6219/10000 (62.19%), error:     11854.66113, best error:     11512.11914 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1281.9315185547s, input_fired_time: 7.6837654114, output_fired_time: 5.6168570518, propagate_forward_time: 279.7001342773, propagate_backward_time: 978.6678466797, weight_update_time: 1.0138856173, other_time: 10.2630004883
epoch time: 58.6779975891s, input_fired_time: 0.9042105675, output_fired_time: 0.0000000000, propagate_forward_time: 55.9190826416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8547058105
validation[          , genome  6269] predictions:    6172/  10000 (61.72%), best:    6219/10000 (62.19%), error:     11550.21973, best error:     11512.11914 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 787.0154418945s, input_fired_time: 7.6865444183, output_fired_time: 5.5929074287, propagate_forward_time: 281.2669677734, propagate_backward_time: 482.0949707031, weight_update_time: 1.0442121029, other_time: 10.3740844727
epoch time: 58.6432914734s, input_fired_time: 0.8889673352, output_fired_time: 0.0000000000, propagate_forward_time: 55.9379043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8164215088
validation[          , genome  6269] predictions:    6167/  10000 (61.67%), best:    6219/10000 (62.19%), error:     11659.47070, best error:     11512.11914 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 777.6257934570s, input_fired_time: 7.5237622261, output_fired_time: 5.4612970352, propagate_forward_time: 277.8712158203, propagate_backward_time: 476.7211608887, weight_update_time: 0.9880169630, other_time: 10.0483703613
epoch time: 58.5815963745s, input_fired_time: 0.8782857656, output_fired_time: 0.0000000000, propagate_forward_time: 55.8841094971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8192024231
validation[          , genome  6269] predictions:    6228/  10000 (62.28%), best:    6219/10000 (62.19%), error:     11527.30762, best error:     11512.11914 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 777.8096923828s, input_fired_time: 7.5290837288, output_fired_time: 5.4872198105, propagate_forward_time: 278.0832519531, propagate_backward_time: 476.4701538086, weight_update_time: 0.9897539616, other_time: 10.2399291992
epoch time: 58.5226478577s, input_fired_time: 0.8796645999, output_fired_time: 0.0000000000, propagate_forward_time: 55.8517532349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7912292480
validation[          , genome  6269] predictions:    6118/  10000 (61.18%), best:    6219/10000 (62.19%), error:     11809.26270, best error:     11512.11914 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 783.1734619141s, input_fired_time: 7.5954470634, output_fired_time: 5.5724515915, propagate_forward_time: 280.2061767578, propagate_backward_time: 479.5520324707, weight_update_time: 1.0150979757, other_time: 10.2473449707
epoch time: 58.7850418091s, input_fired_time: 0.8818183541, output_fired_time: 0.0000000000, propagate_forward_time: 56.1247940063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7784309387
validation[          , genome  6269] predictions:    6177/  10000 (61.77%), best:    6219/10000 (62.19%), error:     11521.77051, best error:     11512.11914 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1967.2324218750s, input_fired_time: 7.5982570648, output_fired_time: 5.5506877899, propagate_forward_time: 1287.8664550781, propagate_backward_time: 655.9582519531, weight_update_time: 1.0028711557, other_time: 10.2587890625
epoch time: 58.4430656433s, input_fired_time: 0.9023288488, output_fired_time: 0.0000000000, propagate_forward_time: 55.7215957642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8191413879
validation[          , genome  6269] predictions:    6234/  10000 (62.34%), best:    6234/10000 (62.34%), error:     11484.67480, best error:     11484.67480 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1522.3981933594s, input_fired_time: 7.5752630234, output_fired_time: 5.5185532570, propagate_forward_time: 279.1820373535, propagate_backward_time: 1219.9451904297, weight_update_time: 0.9903033972, other_time: 10.1771240234
epoch time: 58.2618217468s, input_fired_time: 0.8758693933, output_fired_time: 0.0000000000, propagate_forward_time: 55.6263580322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7595939636
validation[          , genome  6269] predictions:    6178/  10000 (61.78%), best:    6234/10000 (62.34%), error:     11661.80469, best error:     11484.67480 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 780.6069335938s, input_fired_time: 7.4848237038, output_fired_time: 5.5633773804, propagate_forward_time: 278.9597778320, propagate_backward_time: 478.5593872070, weight_update_time: 0.9847679734, other_time: 10.0396118164
epoch time: 58.4400939941s, input_fired_time: 0.8833677769, output_fired_time: 0.0000000000, propagate_forward_time: 55.7692070007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7875175476
validation[          , genome  6269] predictions:    6212/  10000 (62.12%), best:    6234/10000 (62.34%), error:     11582.10840, best error:     11484.67480 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 781.7421875000s, input_fired_time: 7.6914410591, output_fired_time: 5.5455980301, propagate_forward_time: 279.1348571777, propagate_backward_time: 478.8569030762, weight_update_time: 1.0311195850, other_time: 10.5133666992
epoch time: 58.3043937683s, input_fired_time: 0.8897343278, output_fired_time: 0.0000000000, propagate_forward_time: 55.6137580872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8008995056
validation[          , genome  6269] predictions:    6221/  10000 (62.21%), best:    6234/10000 (62.34%), error:     11565.74121, best error:     11484.67480 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 782.1098632813s, input_fired_time: 7.6767888069, output_fired_time: 5.5470714569, propagate_forward_time: 279.9458007813, propagate_backward_time: 478.5726623535, weight_update_time: 0.9980063438, other_time: 10.3675231934
epoch time: 59.0453453064s, input_fired_time: 0.9012038708, output_fired_time: 0.0000000000, propagate_forward_time: 56.2323722839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9117698669
validation[          , genome  6269] predictions:    6193/  10000 (61.93%), best:    6234/10000 (62.34%), error:     11670.90430, best error:     11484.67480 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 780.9330444336s, input_fired_time: 7.6228652000, output_fired_time: 5.5173244476, propagate_forward_time: 278.8875122070, propagate_backward_time: 478.4945983887, weight_update_time: 0.9920841455, other_time: 10.4107360840
epoch time: 59.4009094238s, input_fired_time: 0.9578810930, output_fired_time: 0.0000000000, propagate_forward_time: 56.5974731445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8455543518
validation[          , genome  6269] predictions:    6199/  10000 (61.99%), best:    6234/10000 (62.34%), error:     11622.21289, best error:     11484.67480 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 780.1599121094s, input_fired_time: 7.5428619385, output_fired_time: 5.5054883957, propagate_forward_time: 278.8124389648, propagate_backward_time: 478.1254272461, weight_update_time: 0.9862545729, other_time: 10.1737060547
epoch time: 58.4135856628s, input_fired_time: 0.8875845671, output_fired_time: 0.0000000000, propagate_forward_time: 55.7670288086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7589721680
validation[          , genome  6269] predictions:    6223/  10000 (62.23%), best:    6234/10000 (62.34%), error:     11592.78711, best error:     11484.67480 on epoch:    94, 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: 293.8906860352s, input_fired_time: 4.4616293907, output_fired_time: 0.0000000000, propagate_forward_time: 280.2056884766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.2233581543
best training[          , genome  6269] predictions:   40976/  50000 (81.95%), best:    6234/10000 (62.34%), error:     28318.25586, best error:     11484.67480 on epoch:    94, 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: 58.6645393372s, input_fired_time: 0.8842710853, output_fired_time: 0.0000000000, propagate_forward_time: 55.9939231873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7863464355
   testing[          , genome  6269] predictions:    6234/  10000 (62.34%), best:    6234/10000 (62.34%), error:     11484.67480, best error:     11484.67480 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:22:01 (5896): called boinc_finish(0)

</stderr_txt>
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