Nameexact_genome_1509103842_25_17487_0
Workunit2277789
Created29 Oct 2017, 3:33:17 UTC
Sent29 Oct 2017, 5:01:21 UTC
Report deadline13 Dec 2017, 11:09:18 UTC
Received2 Nov 2017, 20:32:44 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 1 hours 15 min 51 sec
CPU time1 days 1 hours 8 min 54 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size171.23 MB
Peak swap size176.20 MB
Peak disk usage6.11 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
3166504, weight_update_time: 0.9298321605, other_time: 9.7937927246
epoch time: 65.7408142090s, input_fired_time: 1.2252413034, output_fired_time: 0.0000000000, propagate_forward_time: 62.7275810242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7879905701
validation[          , genome 17487] predictions:    9862/  10000 (98.62%), best:    9860/10000 (98.60%), error:       455.96637, best error:       447.88333 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 831.6420288086s, input_fired_time: 9.8340473175, output_fired_time: 10.5083856583, propagate_forward_time: 311.7010192871, propagate_backward_time: 489.7225952148, weight_update_time: 0.9305857420, other_time: 9.8760070801
epoch time: 65.6786575317s, input_fired_time: 1.2062482834, output_fired_time: 0.0000000000, propagate_forward_time: 62.7623176575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7100944519
validation[          , genome 17487] predictions:    9838/  10000 (98.38%), best:    9860/10000 (98.60%), error:       470.96594, best error:       447.88333 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 835.5186157227s, input_fired_time: 9.9168910980, output_fired_time: 10.5350151062, propagate_forward_time: 313.8026733398, propagate_backward_time: 491.2659606934, weight_update_time: 0.9452250600, other_time: 9.9980773926
epoch time: 66.1370086670s, input_fired_time: 1.2264175415, output_fired_time: 0.0000000000, propagate_forward_time: 63.1605873108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7500038147
validation[          , genome 17487] predictions:    9834/  10000 (98.34%), best:    9860/10000 (98.60%), error:       508.90421, best error:       447.88333 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 829.0725097656s, input_fired_time: 9.8889322281, output_fired_time: 10.5000181198, propagate_forward_time: 309.7882995605, propagate_backward_time: 488.7492370605, weight_update_time: 0.9341277480, other_time: 10.1460571289
epoch time: 63.8155250549s, input_fired_time: 1.2116061449, output_fired_time: 0.0000000000, propagate_forward_time: 60.9044837952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6994361877
validation[          , genome 17487] predictions:    9837/  10000 (98.37%), best:    9860/10000 (98.60%), error:       513.32684, best error:       447.88333 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 830.1873779297s, input_fired_time: 9.8801088333, output_fired_time: 10.5027074814, propagate_forward_time: 310.7225952148, propagate_backward_time: 489.0929260254, weight_update_time: 0.9349039793, other_time: 9.9890441895
epoch time: 66.5909652710s, input_fired_time: 1.2591291666, output_fired_time: 0.0000000000, propagate_forward_time: 63.5021858215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8296470642
validation[          , genome 17487] predictions:    9827/  10000 (98.27%), best:    9860/10000 (98.60%), error:       563.51764, best error:       447.88333 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 832.6586914063s, input_fired_time: 9.8866291046, output_fired_time: 10.5269298553, propagate_forward_time: 312.1929626465, propagate_backward_time: 490.0038757324, weight_update_time: 0.9430165887, other_time: 10.0482788086
epoch time: 66.1140441895s, input_fired_time: 1.2196681499, output_fired_time: 0.0000000000, propagate_forward_time: 63.1484375000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7459411621
validation[          , genome 17487] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       474.70450, best error:       447.88333 on epoch:     7, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 833.1508789063s, input_fired_time: 9.9126062393, output_fired_time: 10.5286712646, propagate_forward_time: 311.9938354492, propagate_backward_time: 490.6841735840, weight_update_time: 0.9374319315, other_time: 10.0315856934
epoch time: 65.8744354248s, input_fired_time: 1.2113001347, output_fired_time: 0.0000000000, propagate_forward_time: 62.9407196045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7224121094
validation[          , genome 17487] predictions:    9854/  10000 (98.54%), best:    9860/10000 (98.60%), error:       482.19131, best error:       447.88333 on epoch:     7, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 831.1290893555s, input_fired_time: 9.8384761810, output_fired_time: 10.4683837891, propagate_forward_time: 311.0583801270, propagate_backward_time: 490.0046997070, weight_update_time: 0.9207190275, other_time: 9.7591247559
epoch time: 64.7135772705s, input_fired_time: 1.2166081667, output_fired_time: 0.0000000000, propagate_forward_time: 61.7816734314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7152938843
validation[          , genome 17487] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       423.72720, best error:       423.72720 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 834.4199829102s, input_fired_time: 9.8779411316, output_fired_time: 10.5075092316, propagate_forward_time: 312.7907104492, propagate_backward_time: 491.4482116699, weight_update_time: 0.9282320142, other_time: 9.7956237793
epoch time: 64.4688034058s, input_fired_time: 1.2218867540, output_fired_time: 0.0000000000, propagate_forward_time: 61.4306907654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8162269592
validation[          , genome 17487] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       420.55118, best error:       420.55118 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 833.7676391602s, input_fired_time: 9.8773918152, output_fired_time: 10.5124464035, propagate_forward_time: 312.8955688477, propagate_backward_time: 490.6228942871, weight_update_time: 0.9349516034, other_time: 9.8593444824
epoch time: 61.2948913574s, input_fired_time: 1.2333725691, output_fired_time: 0.0000000000, propagate_forward_time: 58.0384140015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0231056213
validation[          , genome 17487] predictions:    9836/  10000 (98.36%), best:    9872/10000 (98.72%), error:       545.74438, best error:       420.55118 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 831.5714111328s, input_fired_time: 9.8831386566, output_fired_time: 10.5103530884, propagate_forward_time: 311.0574035645, propagate_backward_time: 490.1610412598, weight_update_time: 0.9344367385, other_time: 9.9594726563
epoch time: 64.6648635864s, input_fired_time: 1.2364107370, output_fired_time: 0.0000000000, propagate_forward_time: 61.5652160645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8632354736
validation[          , genome 17487] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       431.72076, best error:       420.55118 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 829.0360107422s, input_fired_time: 9.8661680222, output_fired_time: 10.5004930496, propagate_forward_time: 310.2643432617, propagate_backward_time: 488.4595642090, weight_update_time: 0.9333947301, other_time: 9.9454650879
epoch time: 65.7544860840s, input_fired_time: 1.2262245417, output_fired_time: 0.0000000000, propagate_forward_time: 62.7302131653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7980461121
validation[          , genome 17487] predictions:    9826/  10000 (98.26%), best:    9872/10000 (98.72%), error:       540.38892, best error:       420.55118 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 837.7255859375s, input_fired_time: 10.2113552094, output_fired_time: 11.0408477783, propagate_forward_time: 312.7502441406, propagate_backward_time: 493.5820007324, weight_update_time: 0.9417563081, other_time: 10.1411437988
epoch time: 66.3309020996s, input_fired_time: 1.2341173887, output_fired_time: 0.0000000000, propagate_forward_time: 63.3285140991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7682723999
validation[          , genome 17487] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       387.83911, best error:       387.83911 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 828.6326293945s, input_fired_time: 9.8746786118, output_fired_time: 10.4975061417, propagate_forward_time: 310.1085205078, propagate_backward_time: 488.1970520020, weight_update_time: 0.9302553535, other_time: 9.9548645020
epoch time: 65.8362350464s, input_fired_time: 1.2263216972, output_fired_time: 0.0000000000, propagate_forward_time: 62.8964881897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7134284973
validation[          , genome 17487] predictions:    9839/  10000 (98.39%), best:    9869/10000 (98.69%), error:       466.34348, best error:       387.83911 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 825.9769897461s, input_fired_time: 9.8594026566, output_fired_time: 10.4698305130, propagate_forward_time: 308.5795898438, propagate_backward_time: 487.0744018555, weight_update_time: 0.9304277301, other_time: 9.9937744141
epoch time: 66.0494842529s, input_fired_time: 1.2314406633, output_fired_time: 0.0000000000, propagate_forward_time: 63.0127677917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8052787781
validation[          , genome 17487] predictions:    9853/  10000 (98.53%), best:    9869/10000 (98.69%), error:       449.28647, best error:       387.83911 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 831.6420898438s, input_fired_time: 9.9518823624, output_fired_time: 10.5243797302, propagate_forward_time: 311.2935180664, propagate_backward_time: 489.8637084961, weight_update_time: 0.9355061054, other_time: 10.0086059570
epoch time: 66.0025482178s, input_fired_time: 1.2350037098, output_fired_time: 0.0000000000, propagate_forward_time: 63.0181121826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7494354248
validation[          , genome 17487] predictions:    9885/  10000 (98.85%), best:    9869/10000 (98.69%), error:       416.90466, best error:       387.83911 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 832.6456909180s, input_fired_time: 9.9254245758, output_fired_time: 10.5218076706, propagate_forward_time: 311.8601074219, propagate_backward_time: 490.2996826172, weight_update_time: 0.9465624690, other_time: 10.0386962891
epoch time: 65.9908142090s, input_fired_time: 1.2316906452, output_fired_time: 0.0000000000, propagate_forward_time: 62.9906501770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7684745789
validation[          , genome 17487] predictions:    9872/  10000 (98.72%), best:    9869/10000 (98.69%), error:       402.65347, best error:       387.83911 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 834.7963867188s, input_fired_time: 9.9928226471, output_fired_time: 10.5679731369, propagate_forward_time: 312.9086608887, propagate_backward_time: 491.2673034668, weight_update_time: 0.9404541254, other_time: 10.0596313477
epoch time: 65.2680130005s, input_fired_time: 1.2198325396, output_fired_time: 0.0000000000, propagate_forward_time: 62.3377342224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7104454041
validation[          , genome 17487] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       446.03833, best error:       387.83911 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 827.8219604492s, input_fired_time: 9.8526420593, output_fired_time: 10.4747066498, propagate_forward_time: 309.5533752441, propagate_backward_time: 488.1649169922, weight_update_time: 0.9181435704, other_time: 9.7762756348
epoch time: 63.6751136780s, input_fired_time: 1.2570918798, output_fired_time: 0.0000000000, propagate_forward_time: 60.4531440735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9648780823
validation[          , genome 17487] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       373.74725, best error:       373.74725 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 837.3112792969s, input_fired_time: 10.0120878220, output_fired_time: 10.5378732681, propagate_forward_time: 314.6718444824, propagate_backward_time: 492.1706542969, weight_update_time: 0.9412766099, other_time: 9.9187927246
epoch time: 66.0582275391s, input_fired_time: 1.2462593317, output_fired_time: 0.0000000000, propagate_forward_time: 63.0267524719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7852134705
validation[          , genome 17487] predictions:    9864/  10000 (98.64%), best:    9871/10000 (98.71%), error:       434.90253, best error:       373.74725 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 832.8009033203s, input_fired_time: 9.9157056808, output_fired_time: 10.4947280884, propagate_forward_time: 312.2697143555, propagate_backward_time: 490.2521972656, weight_update_time: 0.9323511720, other_time: 9.8685302734
epoch time: 64.1024551392s, input_fired_time: 1.2410961390, output_fired_time: 0.0000000000, propagate_forward_time: 61.0191917419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8421669006
validation[          , genome 17487] predictions:    9830/  10000 (98.30%), best:    9871/10000 (98.71%), error:       529.38367, best error:       373.74725 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 834.3952636719s, input_fired_time: 9.9671554565, output_fired_time: 10.5295591354, propagate_forward_time: 312.6105651855, propagate_backward_time: 491.3027648926, weight_update_time: 0.9398481250, other_time: 9.9852294922
epoch time: 67.2306137085s, input_fired_time: 1.2585990429, output_fired_time: 0.0000000000, propagate_forward_time: 64.2229461670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7490692139
validation[          , genome 17487] predictions:    9853/  10000 (98.53%), best:    9871/10000 (98.71%), error:       461.95245, best error:       373.74725 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 832.5617675781s, input_fired_time: 9.9312219620, output_fired_time: 10.4945535660, propagate_forward_time: 312.1868896484, propagate_backward_time: 490.1540527344, weight_update_time: 0.9268087149, other_time: 9.7950439453
epoch time: 66.7336120605s, input_fired_time: 1.2683781385, output_fired_time: 0.0000000000, propagate_forward_time: 63.6701240540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7951087952
validation[          , genome 17487] predictions:    9858/  10000 (98.58%), best:    9871/10000 (98.71%), error:       417.55801, best error:       373.74725 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 830.0535278320s, input_fired_time: 9.9294061661, output_fired_time: 10.4637718201, propagate_forward_time: 311.2436523438, propagate_backward_time: 488.4738769531, weight_update_time: 0.9380728006, other_time: 9.9428710938
epoch time: 65.2970123291s, input_fired_time: 1.2140344381, output_fired_time: 0.0000000000, propagate_forward_time: 62.3651351929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7178421021
validation[          , genome 17487] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       339.84702, best error:       339.84702 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 825.0574951172s, input_fired_time: 9.8987760544, output_fired_time: 10.4626684189, propagate_forward_time: 307.6701965332, propagate_backward_time: 486.9867553711, weight_update_time: 0.9358387589, other_time: 10.0390930176
epoch time: 62.5347785950s, input_fired_time: 1.2197486162, output_fired_time: 0.0000000000, propagate_forward_time: 59.4555664063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8594627380
validation[          , genome 17487] predictions:    9856/  10000 (98.56%), best:    9891/10000 (98.91%), error:       427.13083, best error:       339.84702 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 828.9238281250s, input_fired_time: 9.9380054474, output_fired_time: 10.4924936295, propagate_forward_time: 310.0170898438, propagate_backward_time: 488.4506835938, weight_update_time: 0.9329142570, other_time: 10.0255737305
epoch time: 64.0503234863s, input_fired_time: 1.2652668953, output_fired_time: 0.0000000000, propagate_forward_time: 60.8611793518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9238777161
validation[          , genome 17487] predictions:    9872/  10000 (98.72%), best:    9891/10000 (98.91%), error:       391.66763, best error:       339.84702 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 827.0310058594s, input_fired_time: 9.9440517426, output_fired_time: 10.4799928665, propagate_forward_time: 308.5836181641, propagate_backward_time: 487.8562927246, weight_update_time: 0.9395130277, other_time: 10.1670837402
epoch time: 66.2677917480s, input_fired_time: 1.2394576073, output_fired_time: 0.0000000000, propagate_forward_time: 63.2541389465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7741966248
validation[          , genome 17487] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       372.56030, best error:       339.84702 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 833.3773193359s, input_fired_time: 10.0005044937, output_fired_time: 10.5328550339, propagate_forward_time: 312.0500183105, propagate_backward_time: 490.7449951172, weight_update_time: 0.9397104979, other_time: 10.0489807129
epoch time: 65.8229522705s, input_fired_time: 1.2470809221, output_fired_time: 0.0000000000, propagate_forward_time: 62.8268814087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7489929199
validation[          , genome 17487] predictions:    9860/  10000 (98.60%), best:    9891/10000 (98.91%), error:       449.22824, best error:       339.84702 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 827.6227416992s, input_fired_time: 10.0034961700, output_fired_time: 10.5168857574, propagate_forward_time: 308.7103576660, propagate_backward_time: 488.2162475586, weight_update_time: 0.9397165179, other_time: 10.1757507324
epoch time: 63.4669151306s, input_fired_time: 1.2206257582, output_fired_time: 0.0000000000, propagate_forward_time: 60.4561080933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7901802063
validation[          , genome 17487] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       396.72354, best error:       339.84702 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 828.4507446289s, input_fired_time: 9.9899101257, output_fired_time: 10.5071983337, propagate_forward_time: 309.2815246582, propagate_backward_time: 488.5384826660, weight_update_time: 0.9385511279, other_time: 10.1336059570
epoch time: 65.8945999146s, input_fired_time: 1.2431994677, output_fired_time: 0.0000000000, propagate_forward_time: 62.9316444397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7197532654
validation[          , genome 17487] predictions:    9856/  10000 (98.56%), best:    9891/10000 (98.91%), error:       447.81876, best error:       339.84702 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 828.9925537109s, input_fired_time: 9.9148454666, output_fired_time: 10.4580373764, propagate_forward_time: 310.5351562500, propagate_backward_time: 488.2488403320, weight_update_time: 0.9263979197, other_time: 9.8356933594
epoch time: 67.7374496460s, input_fired_time: 1.2739279270, output_fired_time: 0.0000000000, propagate_forward_time: 64.7164382935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7470855713
validation[          , genome 17487] predictions:    9864/  10000 (98.64%), best:    9891/10000 (98.91%), error:       444.23822, best error:       339.84702 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 834.0782470703s, input_fired_time: 10.0042085648, output_fired_time: 10.5425405502, propagate_forward_time: 312.4694824219, propagate_backward_time: 491.0685729980, weight_update_time: 0.9444692731, other_time: 9.9934387207
epoch time: 61.2336463928s, input_fired_time: 1.2648404837, output_fired_time: 0.0000000000, propagate_forward_time: 57.8342056274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1346015930
validation[          , genome 17487] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       384.17932, best error:       339.84702 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 829.0592041016s, input_fired_time: 10.0157556534, output_fired_time: 10.4990501404, propagate_forward_time: 310.0410156250, propagate_backward_time: 488.3682250977, weight_update_time: 0.9416297674, other_time: 10.1351928711
epoch time: 65.0810470581s, input_fired_time: 1.2300367355, output_fired_time: 0.0000000000, propagate_forward_time: 62.1613235474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6896858215
validation[          , genome 17487] predictions:    9866/  10000 (98.66%), best:    9891/10000 (98.91%), error:       421.60303, best error:       339.84702 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 830.1763916016s, input_fired_time: 9.9689254761, output_fired_time: 10.5044746399, propagate_forward_time: 310.5561523438, propagate_backward_time: 489.1428527832, weight_update_time: 0.9364182353, other_time: 10.0039978027
epoch time: 64.2461013794s, input_fired_time: 1.2306604385, output_fired_time: 0.0000000000, propagate_forward_time: 61.2441825867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7712593079
validation[          , genome 17487] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       379.73209, best error:       339.84702 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 833.7937622070s, input_fired_time: 10.0837039948, output_fired_time: 10.5421791077, propagate_forward_time: 311.5490722656, propagate_backward_time: 491.4594726563, weight_update_time: 0.9425238967, other_time: 10.1593627930
epoch time: 65.4364013672s, input_fired_time: 1.2369209528, output_fired_time: 0.0000000000, propagate_forward_time: 62.4361724854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7633056641
validation[          , genome 17487] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       360.51706, best error:       339.84702 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 834.0234375000s, input_fired_time: 10.0189428329, output_fired_time: 10.5236082077, propagate_forward_time: 312.6324462891, propagate_backward_time: 490.9459533691, weight_update_time: 0.9292970300, other_time: 9.9024963379
epoch time: 65.4501800537s, input_fired_time: 1.2637650967, output_fired_time: 0.0000000000, propagate_forward_time: 62.3562278748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8301887512
validation[          , genome 17487] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       349.58554, best error:       339.84702 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 828.9989624023s, input_fired_time: 9.9903736115, output_fired_time: 10.4700822830, propagate_forward_time: 310.3030700684, propagate_backward_time: 488.2601013184, weight_update_time: 0.9412120581, other_time: 9.9753417969
epoch time: 63.3298683167s, input_fired_time: 1.2246333361, output_fired_time: 0.0000000000, propagate_forward_time: 60.3195648193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7856712341
validation[          , genome 17487] predictions:    9870/  10000 (98.70%), best:    9891/10000 (98.91%), error:       389.85950, best error:       339.84702 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 828.7719726563s, input_fired_time: 10.0135898590, output_fired_time: 10.4931793213, propagate_forward_time: 309.5673828125, propagate_backward_time: 488.5787963867, weight_update_time: 0.9403299689, other_time: 10.1190185547
epoch time: 61.9752578735s, input_fired_time: 1.2343357801, output_fired_time: 0.0000000000, propagate_forward_time: 58.8415031433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8994178772
validation[          , genome 17487] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       337.11652, best error:       337.11652 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 830.0655517578s, input_fired_time: 9.9496946335, output_fired_time: 10.4888582230, propagate_forward_time: 310.8858947754, propagate_backward_time: 488.9436645508, weight_update_time: 0.9298558235, other_time: 9.7974548340
epoch time: 65.6284790039s, input_fired_time: 1.2488186359, output_fired_time: 0.0000000000, propagate_forward_time: 62.5991783142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7804832458
validation[          , genome 17487] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       331.79111, best error:       331.79111 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 826.9298095703s, input_fired_time: 10.0013761520, output_fired_time: 10.4929389954, propagate_forward_time: 309.0165405273, propagate_backward_time: 487.2794799805, weight_update_time: 0.9429581165, other_time: 10.1394653320
epoch time: 65.9733352661s, input_fired_time: 1.2408243418, output_fired_time: 0.0000000000, propagate_forward_time: 63.0129966736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7195167542
validation[          , genome 17487] predictions:    9883/  10000 (98.83%), best:    9899/10000 (98.99%), error:       364.83691, best error:       331.79111 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 833.2010498047s, input_fired_time: 10.0839805603, output_fired_time: 10.5490789413, propagate_forward_time: 311.7929687500, propagate_backward_time: 490.5537109375, weight_update_time: 0.9507661462, other_time: 10.2213134766
epoch time: 66.1535186768s, input_fired_time: 1.2557661533, output_fired_time: 0.0000000000, propagate_forward_time: 63.1169967651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7807540894
validation[          , genome 17487] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       349.24783, best error:       331.79111 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 827.1807250977s, input_fired_time: 9.9945449829, output_fired_time: 10.4933738708, propagate_forward_time: 309.2823486328, propagate_backward_time: 487.4280395508, weight_update_time: 0.9375500083, other_time: 9.9824218750
epoch time: 65.7911834717s, input_fired_time: 1.2657949924, output_fired_time: 0.0000000000, propagate_forward_time: 62.6888427734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8365478516
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       344.62827, best error:       331.79111 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 826.2410278320s, input_fired_time: 9.9743022919, output_fired_time: 10.4952478409, propagate_forward_time: 308.5433654785, propagate_backward_time: 487.1952514648, weight_update_time: 0.9398416281, other_time: 10.0328674316
epoch time: 66.7722473145s, input_fired_time: 1.2776163816, output_fired_time: 0.0000000000, propagate_forward_time: 63.6527099609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8419189453
validation[          , genome 17487] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       398.59003, best error:       331.79111 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 831.7634277344s, input_fired_time: 10.0367727280, output_fired_time: 10.5013265610, propagate_forward_time: 311.8589782715, propagate_backward_time: 489.3016662598, weight_update_time: 0.9411228299, other_time: 10.0646972656
epoch time: 64.7677841187s, input_fired_time: 1.2441816330, output_fired_time: 0.0000000000, propagate_forward_time: 61.7482070923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7753944397
validation[          , genome 17487] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       353.70813, best error:       331.79111 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 828.0778808594s, input_fired_time: 10.0121231079, output_fired_time: 10.5017700195, propagate_forward_time: 309.2269287109, propagate_backward_time: 488.1683654785, weight_update_time: 0.9400675893, other_time: 10.1686706543
epoch time: 65.3912506104s, input_fired_time: 1.2581309080, output_fired_time: 0.0000000000, propagate_forward_time: 62.3150024414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8181152344
validation[          , genome 17487] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       363.56998, best error:       331.79111 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 834.0035400391s, input_fired_time: 10.1000051498, output_fired_time: 10.5668659210, propagate_forward_time: 312.0773315430, propagate_backward_time: 490.9573669434, weight_update_time: 0.9596509933, other_time: 10.3019714355
epoch time: 66.0262145996s, input_fired_time: 1.2575587034, output_fired_time: 0.0000000000, propagate_forward_time: 62.9717941284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7968597412
validation[          , genome 17487] predictions:    9865/  10000 (98.65%), best:    9899/10000 (98.99%), error:       442.85025, best error:       331.79111 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 817.8988647461s, input_fired_time: 9.9392223358, output_fired_time: 10.4204454422, propagate_forward_time: 303.9309387207, propagate_backward_time: 483.5310058594, weight_update_time: 0.9274768829, other_time: 10.0772399902
epoch time: 65.5577316284s, input_fired_time: 1.2635353804, output_fired_time: 0.0000000000, propagate_forward_time: 62.5020561218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7921409607
validation[          , genome 17487] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       346.78665, best error:       331.79111 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 835.8050537109s, input_fired_time: 10.1320858002, output_fired_time: 10.5684480667, propagate_forward_time: 313.4356384277, propagate_backward_time: 491.5304260254, weight_update_time: 0.9487399459, other_time: 10.1384887695
epoch time: 65.5219268799s, input_fired_time: 1.2711515427, output_fired_time: 0.0000000000, propagate_forward_time: 62.4109306335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8398475647
validation[          , genome 17487] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       324.35858, best error:       324.35858 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 827.7992553711s, input_fired_time: 10.0623846054, output_fired_time: 10.5221261978, propagate_forward_time: 308.9089965820, propagate_backward_time: 488.0811767578, weight_update_time: 0.9469255805, other_time: 10.2245483398
epoch time: 65.4182662964s, input_fired_time: 1.2586996555, output_fired_time: 0.0000000000, propagate_forward_time: 62.2688331604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8907356262
validation[          , genome 17487] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       325.06662, best error:       324.35858 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 834.1727905273s, input_fired_time: 10.0281286240, output_fired_time: 10.5205707550, propagate_forward_time: 313.0135803223, propagate_backward_time: 490.6450195313, weight_update_time: 0.9436827898, other_time: 9.9654846191
epoch time: 65.2308044434s, input_fired_time: 1.2408393621, output_fired_time: 0.0000000000, propagate_forward_time: 62.2390556335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7509078979
validation[          , genome 17487] predictions:    9879/  10000 (98.79%), best:    9906/10000 (99.06%), error:       418.82385, best error:       324.35858 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 826.5731201172s, input_fired_time: 10.0221357346, output_fired_time: 10.5053853989, propagate_forward_time: 308.4533996582, propagate_backward_time: 487.3374328613, weight_update_time: 0.9494788051, other_time: 10.2547607422
epoch time: 66.0927963257s, input_fired_time: 1.2612498999, output_fired_time: 0.0000000000, propagate_forward_time: 63.0686607361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7628822327
validation[          , genome 17487] predictions:    9884/  10000 (98.84%), best:    9906/10000 (99.06%), error:       378.98648, best error:       324.35858 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 821.3869628906s, input_fired_time: 9.9968547821, output_fired_time: 10.4578132629, propagate_forward_time: 305.8878784180, propagate_backward_time: 484.9340515137, weight_update_time: 0.9362142682, other_time: 10.1103820801
epoch time: 61.2252769470s, input_fired_time: 1.2346408367, output_fired_time: 0.0000000000, propagate_forward_time: 58.1063461304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8842887878
validation[          , genome 17487] predictions:    9875/  10000 (98.75%), best:    9906/10000 (99.06%), error:       399.28439, best error:       324.35858 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 826.7353515625s, input_fired_time: 10.0288457870, output_fired_time: 10.5047302246, propagate_forward_time: 308.4598388672, propagate_backward_time: 487.6495056152, weight_update_time: 0.9354930520, other_time: 10.0924377441
epoch time: 64.5672531128s, input_fired_time: 1.2419843674, output_fired_time: 0.0000000000, propagate_forward_time: 61.5969696045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7282981873
validation[          , genome 17487] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       319.30927, best error:       319.30927 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 830.6944580078s, input_fired_time: 10.0617046356, output_fired_time: 10.4906511307, propagate_forward_time: 311.0664978027, propagate_backward_time: 488.9931335449, weight_update_time: 0.9443267584, other_time: 10.0824584961
epoch time: 66.0737991333s, input_fired_time: 1.2628445625, output_fired_time: 0.0000000000, propagate_forward_time: 63.0941925049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7167587280
validation[          , genome 17487] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       322.63046, best error:       319.30927 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 823.3405151367s, input_fired_time: 10.0202713013, output_fired_time: 10.4543161392, propagate_forward_time: 307.0695800781, propagate_backward_time: 485.6721191406, weight_update_time: 0.9401313066, other_time: 10.1242065430
epoch time: 65.7752914429s, input_fired_time: 1.2699234486, output_fired_time: 0.0000000000, propagate_forward_time: 62.6532974243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8520736694
validation[          , genome 17487] predictions:    9864/  10000 (98.64%), best:    9899/10000 (98.99%), error:       421.42725, best error:       319.30927 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 825.8045043945s, input_fired_time: 10.0783491135, output_fired_time: 10.5188856125, propagate_forward_time: 307.4459228516, propagate_backward_time: 487.4515075684, weight_update_time: 0.9458925128, other_time: 10.3098449707
epoch time: 64.7857513428s, input_fired_time: 1.2647005320, output_fired_time: 0.0000000000, propagate_forward_time: 61.6439247131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8771247864
validation[          , genome 17487] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       327.37787, best error:       319.30927 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 827.8999023438s, input_fired_time: 10.0596036911, output_fired_time: 10.5114603043, propagate_forward_time: 309.3638000488, propagate_backward_time: 487.8061218262, weight_update_time: 0.9452771544, other_time: 10.1588745117
epoch time: 65.5113372803s, input_fired_time: 1.2459456921, output_fired_time: 0.0000000000, propagate_forward_time: 62.5273208618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7380676270
validation[          , genome 17487] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       311.39252, best error:       311.39252 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 825.5615234375s, input_fired_time: 10.0478019714, output_fired_time: 10.5083751678, propagate_forward_time: 307.3512878418, propagate_backward_time: 487.4664611816, weight_update_time: 0.9440459013, other_time: 10.1876220703
epoch time: 64.1614456177s, input_fired_time: 1.2459905148, output_fired_time: 0.0000000000, propagate_forward_time: 61.1456756592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7697792053
validation[          , genome 17487] predictions:    9898/  10000 (98.98%), best:    9894/10000 (98.94%), error:       344.28458, best error:       311.39252 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 832.1901245117s, input_fired_time: 10.0871725082, output_fired_time: 10.5439901352, propagate_forward_time: 311.2987670898, propagate_backward_time: 490.1599731445, weight_update_time: 0.9435867667, other_time: 10.1002197266
epoch time: 66.2467803955s, input_fired_time: 1.2733325958, output_fired_time: 0.0000000000, propagate_forward_time: 63.1178054810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8556442261
validation[          , genome 17487] predictions:    9899/  10000 (98.99%), best:    9894/10000 (98.94%), error:       319.57727, best error:       311.39252 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 828.2228393555s, input_fired_time: 10.0417156219, output_fired_time: 10.4864110947, propagate_forward_time: 309.4127197266, propagate_backward_time: 488.1690673828, weight_update_time: 0.9394740462, other_time: 10.1129760742
epoch time: 65.9480590820s, input_fired_time: 1.2689201832, output_fired_time: 0.0000000000, propagate_forward_time: 62.9341087341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7450294495
validation[          , genome 17487] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       383.00156, best error:       311.39252 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 827.9428710938s, input_fired_time: 10.0580930710, output_fired_time: 10.5096635818, propagate_forward_time: 308.9920959473, propagate_backward_time: 488.2667541504, weight_update_time: 0.9376730919, other_time: 10.1162719727
epoch time: 65.3397293091s, input_fired_time: 1.2475056648, output_fired_time: 0.0000000000, propagate_forward_time: 62.3650932312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7271308899
validation[          , genome 17487] predictions:    9904/  10000 (99.04%), best:    9894/10000 (98.94%), error:       324.60995, best error:       311.39252 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 824.7415161133s, input_fired_time: 10.0773515701, output_fired_time: 10.4951763153, propagate_forward_time: 307.0477600098, propagate_backward_time: 486.8693237305, weight_update_time: 0.9393941164, other_time: 10.2519226074
epoch time: 65.9587097168s, input_fired_time: 1.2696939707, output_fired_time: 0.0000000000, propagate_forward_time: 62.8540039063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8350143433
validation[          , genome 17487] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       311.90213, best error:       311.39252 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 823.3154296875s, input_fired_time: 10.0235624313, output_fired_time: 10.4834966660, propagate_forward_time: 306.8430175781, propagate_backward_time: 485.8538513184, weight_update_time: 0.9416245818, other_time: 10.1114807129
epoch time: 66.2252502441s, input_fired_time: 1.2634876966, output_fired_time: 0.0000000000, propagate_forward_time: 63.2100296021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7517318726
validation[          , genome 17487] predictions:    9899/  10000 (98.99%), best:    9894/10000 (98.94%), error:       323.04727, best error:       311.39252 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 823.8223266602s, input_fired_time: 10.0619249344, output_fired_time: 10.4924507141, propagate_forward_time: 307.1697082520, propagate_backward_time: 485.8330993652, weight_update_time: 0.9533652067, other_time: 10.2651367188
epoch time: 61.1591873169s, input_fired_time: 1.2341077328, output_fired_time: 0.0000000000, propagate_forward_time: 58.0413970947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8836822510
validation[          , genome 17487] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       368.54358, best error:       311.39252 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 827.3959350586s, input_fired_time: 10.0441322327, output_fired_time: 10.4832868576, propagate_forward_time: 309.1286315918, propagate_backward_time: 487.6303100586, weight_update_time: 0.9387279749, other_time: 10.1095886230
epoch time: 66.3164978027s, input_fired_time: 1.2744885683, output_fired_time: 0.0000000000, propagate_forward_time: 63.1923370361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8496704102
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9894/10000 (98.94%), error:       324.44699, best error:       311.39252 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 827.0152587891s, input_fired_time: 10.0804061890, output_fired_time: 10.5100498199, propagate_forward_time: 308.3770751953, propagate_backward_time: 487.8083190918, weight_update_time: 0.9470294714, other_time: 10.2394104004
epoch time: 66.2880783081s, input_fired_time: 1.2743384838, output_fired_time: 0.0000000000, propagate_forward_time: 63.2075614929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8061790466
validation[          , genome 17487] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       345.79797, best error:       311.39252 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 833.8120727539s, input_fired_time: 10.1049575806, output_fired_time: 10.5226707458, propagate_forward_time: 312.2196960449, propagate_backward_time: 490.8974914551, weight_update_time: 0.9460262060, other_time: 10.0672607422
epoch time: 65.5947494507s, input_fired_time: 1.2592868805, output_fired_time: 0.0000000000, propagate_forward_time: 62.5194740295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8159904480
validation[          , genome 17487] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       361.36703, best error:       311.39252 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 827.3597412109s, input_fired_time: 10.0533847809, output_fired_time: 10.5016174316, propagate_forward_time: 308.9583740234, propagate_backward_time: 487.7002563477, weight_update_time: 0.9435797334, other_time: 10.1460571289
epoch time: 66.0537719727s, input_fired_time: 1.2557128668, output_fired_time: 0.0000000000, propagate_forward_time: 63.0315589905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7664985657
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9894/10000 (98.94%), error:       315.06924, best error:       311.39252 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 824.0523681641s, input_fired_time: 10.0247964859, output_fired_time: 10.4916706085, propagate_forward_time: 306.8090515137, propagate_backward_time: 486.6300659180, weight_update_time: 0.9335806966, other_time: 10.0967712402
epoch time: 66.9725341797s, input_fired_time: 1.2776569128, output_fired_time: 0.0000000000, propagate_forward_time: 63.8569068909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8379707336
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9894/10000 (98.94%), error:       312.07532, best error:       311.39252 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 832.2334594727s, input_fired_time: 10.1069469452, output_fired_time: 10.5631771088, propagate_forward_time: 310.9692687988, propagate_backward_time: 490.4330749512, weight_update_time: 0.9506955743, other_time: 10.1610107422
epoch time: 66.8924331665s, input_fired_time: 1.2805517912, output_fired_time: 0.0000000000, propagate_forward_time: 63.8652000427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7466850281
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9894/10000 (98.94%), error:       334.44022, best error:       311.39252 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 826.4517211914s, input_fired_time: 10.0531253815, output_fired_time: 10.4999752045, propagate_forward_time: 308.0402832031, propagate_backward_time: 487.7107849121, weight_update_time: 0.9438324571, other_time: 10.1475524902
epoch time: 65.5400314331s, input_fired_time: 1.2709342241, output_fired_time: 0.0000000000, propagate_forward_time: 62.4464378357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8226585388
validation[          , genome 17487] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       302.56967, best error:       302.56967 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 829.2374267578s, input_fired_time: 10.0764665604, output_fired_time: 10.5089836121, propagate_forward_time: 310.2362670898, propagate_backward_time: 488.1631164551, weight_update_time: 0.9587550759, other_time: 10.2525939941
epoch time: 65.9598770142s, input_fired_time: 1.2709313631, output_fired_time: 0.0000000000, propagate_forward_time: 62.8777999878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8111419678
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       341.94547, best error:       302.56967 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 830.5369262695s, input_fired_time: 10.0709991455, output_fired_time: 10.5043859482, propagate_forward_time: 310.3978576660, propagate_backward_time: 489.5926818848, weight_update_time: 0.9288080335, other_time: 9.9710083008
epoch time: 62.5720939636s, input_fired_time: 1.2573876381, output_fired_time: 0.0000000000, propagate_forward_time: 59.3866462708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9280586243
validation[          , genome 17487] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       348.81308, best error:       302.56967 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 822.5465087891s, input_fired_time: 10.0722360611, output_fired_time: 10.4746980667, propagate_forward_time: 306.6491699219, propagate_backward_time: 485.0251464844, weight_update_time: 0.9448579550, other_time: 10.3252563477
epoch time: 65.7146072388s, input_fired_time: 1.2669005394, output_fired_time: 0.0000000000, propagate_forward_time: 62.6473121643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8003959656
validation[          , genome 17487] predictions:    9902/  10000 (99.02%), best:    9901/10000 (99.01%), error:       317.11575, best error:       302.56967 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 831.1542358398s, input_fired_time: 10.1283264160, output_fired_time: 10.5183286667, propagate_forward_time: 310.9488830566, propagate_backward_time: 489.3221130371, weight_update_time: 0.9509620667, other_time: 10.2365722656
epoch time: 64.3964157104s, input_fired_time: 1.2567498684, output_fired_time: 0.0000000000, propagate_forward_time: 61.3700790405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7695884705
validation[          , genome 17487] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       330.55521, best error:       302.56967 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 826.8652954102s, input_fired_time: 10.0795602798, output_fired_time: 10.4923963547, propagate_forward_time: 308.4513854980, propagate_backward_time: 487.6483459473, weight_update_time: 0.9458283186, other_time: 10.1936035156
epoch time: 65.6073684692s, input_fired_time: 1.2700142860, output_fired_time: 0.0000000000, propagate_forward_time: 62.4777221680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8596343994
validation[          , genome 17487] predictions:    9908/  10000 (99.08%), best:    9901/10000 (99.01%), error:       307.81763, best error:       302.56967 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 828.8579101563s, input_fired_time: 10.0598773956, output_fired_time: 10.4721279144, propagate_forward_time: 310.2107849121, propagate_backward_time: 488.0342407227, weight_update_time: 0.9436407685, other_time: 10.0809020996
epoch time: 65.1775894165s, input_fired_time: 1.2701621056, output_fired_time: 0.0000000000, propagate_forward_time: 62.0780067444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8294219971
validation[          , genome 17487] predictions:    9907/  10000 (99.07%), best:    9901/10000 (99.01%), error:       323.14529, best error:       302.56967 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 822.1790771484s, input_fired_time: 10.0471897125, output_fired_time: 10.4963827133, propagate_forward_time: 305.7510681152, propagate_backward_time: 485.6200561523, weight_update_time: 0.9435737729, other_time: 10.2643737793
epoch time: 65.6117630005s, input_fired_time: 1.2616344690, output_fired_time: 0.0000000000, propagate_forward_time: 62.5406951904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8094329834
validation[          , genome 17487] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       321.85083, best error:       302.56967 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 825.4821777344s, input_fired_time: 10.1017017365, output_fired_time: 10.5338106155, propagate_forward_time: 307.4271545410, propagate_backward_time: 487.0993957520, weight_update_time: 0.9472414255, other_time: 10.3201293945
epoch time: 60.4995765686s, input_fired_time: 1.2414559126, output_fired_time: 0.0000000000, propagate_forward_time: 57.3391876221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9189338684
validation[          , genome 17487] predictions:    9906/  10000 (99.06%), best:    9901/10000 (99.01%), error:       317.57242, best error:       302.56967 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 830.0753784180s, input_fired_time: 10.0699014664, output_fired_time: 10.4995574951, propagate_forward_time: 310.6606140137, propagate_backward_time: 488.7856445313, weight_update_time: 0.9443415999, other_time: 10.0596618652
epoch time: 62.5262985229s, input_fired_time: 1.2490839958, output_fired_time: 0.0000000000, propagate_forward_time: 59.4387397766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8384742737
validation[          , genome 17487] predictions:    9912/  10000 (99.12%), best:    9901/10000 (99.01%), error:       320.67017, best error:       302.56967 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 833.8676757813s, input_fired_time: 10.1170434952, output_fired_time: 10.5605745316, propagate_forward_time: 312.6232910156, propagate_backward_time: 490.4007568359, weight_update_time: 0.9541510344, other_time: 10.1660156250
epoch time: 65.7910232544s, input_fired_time: 1.2634443045, output_fired_time: 0.0000000000, propagate_forward_time: 62.7623481750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7652320862
validation[          , genome 17487] predictions:    9906/  10000 (99.06%), best:    9901/10000 (99.01%), error:       310.57236, best error:       302.56967 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 822.6928710938s, input_fired_time: 10.0642499924, output_fired_time: 10.4937829971, propagate_forward_time: 306.2041015625, propagate_backward_time: 485.6367187500, weight_update_time: 0.9507095814, other_time: 10.2940063477
epoch time: 64.1269912720s, input_fired_time: 1.2544951439, output_fired_time: 0.0000000000, propagate_forward_time: 61.0989036560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7735939026
validation[          , genome 17487] predictions:    9905/  10000 (99.05%), best:    9901/10000 (99.01%), error:       312.81290, best error:       302.56967 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 831.4129028320s, input_fired_time: 10.1424198151, output_fired_time: 10.5718698502, propagate_forward_time: 311.2483215332, propagate_backward_time: 489.1914062500, weight_update_time: 0.9558125734, other_time: 10.2588806152
epoch time: 65.1184387207s, input_fired_time: 1.2560504675, output_fired_time: 0.0000000000, propagate_forward_time: 62.0723419189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7900466919
validation[          , genome 17487] predictions:    9902/  10000 (99.02%), best:    9901/10000 (99.01%), error:       314.11246, best error:       302.56967 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 821.6778564453s, input_fired_time: 10.0072488785, output_fired_time: 10.4598217010, propagate_forward_time: 305.7862243652, propagate_backward_time: 485.2247924805, weight_update_time: 0.9403462410, other_time: 10.1997375488
epoch time: 65.4523773193s, input_fired_time: 1.2432621717, output_fired_time: 0.0000000000, propagate_forward_time: 62.5045471191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7045669556
validation[          , genome 17487] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       320.63733, best error:       302.56967 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 830.0939941406s, input_fired_time: 10.1163434982, output_fired_time: 10.5442304611, propagate_forward_time: 310.3807373047, propagate_backward_time: 488.8377380371, weight_update_time: 0.9485364556, other_time: 10.2149353027
epoch time: 65.3327789307s, input_fired_time: 1.2734278440, output_fired_time: 0.0000000000, propagate_forward_time: 62.2857093811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7736396790
validation[          , genome 17487] predictions:    9904/  10000 (99.04%), best:    9901/10000 (99.01%), error:       325.69336, best error:       302.56967 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 832.3161010742s, input_fired_time: 10.1006002426, output_fired_time: 10.5139656067, propagate_forward_time: 311.8916931152, propagate_backward_time: 489.7438354492, weight_update_time: 0.9482789636, other_time: 10.0660095215
epoch time: 65.8175277710s, input_fired_time: 1.2668740749, output_fired_time: 0.0000000000, propagate_forward_time: 62.7904586792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7601928711
validation[          , genome 17487] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       320.38031, best error:       302.56967 on epoch:    85, 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: 324.1431579590s, input_fired_time: 6.3254160881, output_fired_time: 0.0000000000, propagate_forward_time: 308.4884643555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.3292846680
best training[          , genome 17487] predictions:   49999/  50000 (100.00%), best:    9901/10000 (99.01%), error:       155.89642, best error:       302.56967 on epoch:    85, 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: 67.3171539307s, input_fired_time: 1.2869435549, output_fired_time: 0.0000000000, propagate_forward_time: 64.2249450684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8052673340
   testing[          , genome 17487] predictions:    9913/  10000 (99.13%), best:    9901/10000 (99.01%), error:       262.91547, best error:       302.56967 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:32:05 (4228): called boinc_finish(0)

</stderr_txt>
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