Nameexact_genome_1542605141_188_6305_1
Workunit4098598
Created19 Nov 2018, 7:28:17 UTC
Sent19 Nov 2018, 7:36:01 UTC
Report deadline2 Mar 2019, 7:51:24 UTC
Received23 Nov 2018, 4:14:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID31505
Run time1 days 13 hours 26 min 46 sec
CPU time1 days 13 hours 8 min 34 sec
Validate stateValid
Credit25,752.67
Device peak FLOPS4.20 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size549.64 MB
Peak swap size547.44 MB
Peak disk usage12.58 MB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
491455078
epoch time: 97.1567687988s, input_fired_time: 1.2038724422, output_fired_time: 0.0000000000, propagate_forward_time: 94.0150909424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9378051758
validation[          , genome  6305] predictions:    5880/  10000 (58.80%), best:    5995/10000 (59.95%), error:     11739.03418, best error:     11414.31055 on epoch:    12, epoch:   15/100, mu: 0.7679751515, learning_rate: 0.0006082447, weight_decay: 0.0002723444

epoch time: 1226.9573974609s, input_fired_time: 16.4282760620, output_fired_time: 7.9467844963, propagate_forward_time: 468.7179870605, propagate_backward_time: 722.6604614258, weight_update_time: 0.4099974930, other_time: 11.2039184570
epoch time: 97.0686721802s, input_fired_time: 1.2014638186, output_fired_time: 0.0000000000, propagate_forward_time: 93.9436874390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9235229492
validation[          , genome  6305] predictions:    6148/  10000 (61.48%), best:    6148/10000 (61.48%), error:     11110.51855, best error:     11110.51855 on epoch:    16, epoch:   16/100, mu: 0.7790538073, learning_rate: 0.0005713595, weight_decay: 0.0002592546

epoch time: 1227.2037353516s, input_fired_time: 16.4082374573, output_fired_time: 7.9553871155, propagate_forward_time: 468.7573242188, propagate_backward_time: 722.8609008789, weight_update_time: 0.4134348333, other_time: 11.2218627930
epoch time: 97.2184066772s, input_fired_time: 1.2029956579, output_fired_time: 0.0000000000, propagate_forward_time: 94.0805587769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9348526001
validation[          , genome  6305] predictions:    6060/  10000 (60.60%), best:    6148/10000 (61.48%), error:     11334.96094, best error:     11110.51855 on epoch:    16, epoch:   17/100, mu: 0.7895796299, learning_rate: 0.0005367110, weight_decay: 0.0002467938

epoch time: 1227.6650390625s, input_fired_time: 16.4343566895, output_fired_time: 7.9500761032, propagate_forward_time: 468.9652404785, propagate_backward_time: 723.0643310547, weight_update_time: 0.4126757085, other_time: 11.2510986328
epoch time: 97.0626220703s, input_fired_time: 1.2151824236, output_fired_time: 0.0000000000, propagate_forward_time: 93.9297485352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9176940918
validation[          , genome  6305] predictions:    6119/  10000 (61.19%), best:    6148/10000 (61.48%), error:     11233.66016, best error:     11110.51855 on epoch:    16, epoch:   18/100, mu: 0.7995802760, learning_rate: 0.0005041637, weight_decay: 0.0002349320

epoch time: 1229.5072021484s, input_fired_time: 16.4758872986, output_fired_time: 7.9614758492, propagate_forward_time: 470.0074768066, propagate_backward_time: 723.8308105469, weight_update_time: 0.4201535583, other_time: 11.2316894531
epoch time: 97.3030776978s, input_fired_time: 1.2074722052, output_fired_time: 0.0000000000, propagate_forward_time: 94.1727600098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9228439331
validation[          , genome  6305] predictions:    6144/  10000 (61.44%), best:    6148/10000 (61.48%), error:     11189.82227, best error:     11110.51855 on epoch:    16, epoch:   19/100, mu: 0.8090818524, learning_rate: 0.0004735901, weight_decay: 0.0002236403

epoch time: 1226.8569335938s, input_fired_time: 16.4382629395, output_fired_time: 7.9394869804, propagate_forward_time: 468.7918395996, propagate_backward_time: 722.4674072266, weight_update_time: 0.4219106734, other_time: 11.2199707031
epoch time: 96.9903488159s, input_fired_time: 1.2061831951, output_fired_time: 0.0000000000, propagate_forward_time: 93.8671875000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9169769287
validation[          , genome  6305] predictions:    6129/  10000 (61.29%), best:    6148/10000 (61.48%), error:     11180.46680, best error:     11110.51855 on epoch:    16, epoch:   20/100, mu: 0.8181093335, learning_rate: 0.0004448706, weight_decay: 0.0002128913

epoch time: 1227.6162109375s, input_fired_time: 16.4622421265, output_fired_time: 7.9545083046, propagate_forward_time: 469.1404113770, propagate_backward_time: 722.7944946289, weight_update_time: 0.4271166623, other_time: 11.2645874023
epoch time: 97.0464935303s, input_fired_time: 1.2115077972, output_fired_time: 0.0000000000, propagate_forward_time: 93.9294586182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9055252075
validation[          , genome  6305] predictions:    6221/  10000 (62.21%), best:    6221/10000 (62.21%), error:     10889.72266, best error:     10889.72266 on epoch:    21, epoch:   21/100, mu: 0.8266863823, learning_rate: 0.0004178926, weight_decay: 0.0002026590

epoch time: 1228.1154785156s, input_fired_time: 16.4725761414, output_fired_time: 7.9506216049, propagate_forward_time: 469.0441894531, propagate_backward_time: 723.4034423828, weight_update_time: 0.4316946268, other_time: 11.2447509766
epoch time: 97.2707824707s, input_fired_time: 1.2108093500, output_fired_time: 0.0000000000, propagate_forward_time: 94.1369552612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9230194092
validation[          , genome  6305] predictions:    6119/  10000 (61.19%), best:    6221/10000 (62.21%), error:     11155.34277, best error:     10889.72266 on epoch:    21, epoch:   22/100, mu: 0.8348354101, learning_rate: 0.0003925507, weight_decay: 0.0001929184

epoch time: 1228.4975585938s, input_fired_time: 16.4863662720, output_fired_time: 7.9538297653, propagate_forward_time: 469.3288879395, propagate_backward_time: 723.4716186523, weight_update_time: 0.4352579117, other_time: 11.2568969727
epoch time: 97.0170364380s, input_fired_time: 1.2155112028, output_fired_time: 0.0000000000, propagate_forward_time: 93.8761825562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9253463745
validation[          , genome  6305] predictions:    6168/  10000 (61.68%), best:    6221/10000 (62.21%), error:     11047.70410, best error:     10889.72266 on epoch:    21, epoch:   23/100, mu: 0.8425778747, learning_rate: 0.0003687456, weight_decay: 0.0001836461

epoch time: 1228.6970214844s, input_fired_time: 16.4945755005, output_fired_time: 7.9688329697, propagate_forward_time: 469.3744506836, propagate_backward_time: 723.5902709961, weight_update_time: 0.4418197274, other_time: 11.2687988281
epoch time: 97.3983459473s, input_fired_time: 1.2119485140, output_fired_time: 0.0000000000, propagate_forward_time: 94.2691574097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9172363281
validation[          , genome  6305] predictions:    6045/  10000 (60.45%), best:    6221/10000 (62.21%), error:     11259.93066, best error:     10889.72266 on epoch:    21, epoch:   24/100, mu: 0.8499339819, learning_rate: 0.0003463840, weight_decay: 0.0001748193

epoch time: 1227.9381103516s, input_fired_time: 16.4880599976, output_fired_time: 7.9656124115, propagate_forward_time: 468.8813476563, propagate_backward_time: 723.3608398438, weight_update_time: 0.4519031644, other_time: 11.2423095703
epoch time: 97.1628417969s, input_fired_time: 1.2122293711, output_fired_time: 0.0000000000, propagate_forward_time: 94.0073623657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9432525635
validation[          , genome  6305] predictions:    6108/  10000 (61.08%), best:    6221/10000 (62.21%), error:     11229.67090, best error:     10889.72266 on epoch:    21, epoch:   25/100, mu: 0.8569230437, learning_rate: 0.0003253786, weight_decay: 0.0001664169

epoch time: 1229.0341796875s, input_fired_time: 16.5041046143, output_fired_time: 7.9747843742, propagate_forward_time: 469.1941223145, propagate_backward_time: 724.0891723633, weight_update_time: 0.4573267102, other_time: 11.2720336914
epoch time: 100.5961380005s, input_fired_time: 1.2503007650, output_fired_time: 0.0000000000, propagate_forward_time: 97.3800506592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9657897949
validation[          , genome  6305] predictions:    6152/  10000 (61.52%), best:    6221/10000 (62.21%), error:     11056.19238, best error:     10889.72266 on epoch:    21, epoch:   26/100, mu: 0.8635633588, learning_rate: 0.0003056469, weight_decay: 0.0001584183

epoch time: 1231.5667724609s, input_fired_time: 16.5291175842, output_fired_time: 8.0002813339, propagate_forward_time: 470.4724121094, propagate_backward_time: 725.2739257813, weight_update_time: 0.4731244445, other_time: 11.2910156250
epoch time: 97.1664276123s, input_fired_time: 1.2105542421, output_fired_time: 0.0000000000, propagate_forward_time: 94.0255737305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9302978516
validation[          , genome  6305] predictions:    6182/  10000 (61.82%), best:    6221/10000 (62.21%), error:     11037.79199, best error:     10889.72266 on epoch:    21, epoch:   27/100, mu: 0.8698723316, learning_rate: 0.0002871118, weight_decay: 0.0001508041

epoch time: 1228.6391601563s, input_fired_time: 16.5259189606, output_fired_time: 7.9298882484, propagate_forward_time: 469.0906982422, propagate_backward_time: 723.8100585938, weight_update_time: 0.4738816023, other_time: 11.2825927734
epoch time: 96.9845733643s, input_fired_time: 1.2176585197, output_fired_time: 0.0000000000, propagate_forward_time: 93.8382110596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9287033081
validation[          , genome  6305] predictions:    6297/  10000 (62.97%), best:    6297/10000 (62.97%), error:     10825.94336, best error:     10825.94336 on epoch:    28, epoch:   28/100, mu: 0.8758664727, learning_rate: 0.0002697007, weight_decay: 0.0001435559

epoch time: 1229.0694580078s, input_fired_time: 16.5431118011, output_fired_time: 7.9972996712, propagate_forward_time: 469.0382995605, propagate_backward_time: 724.1660156250, weight_update_time: 0.4882646203, other_time: 11.3247070313
epoch time: 97.1926345825s, input_fired_time: 1.2193537951, output_fired_time: 0.0000000000, propagate_forward_time: 94.0717239380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9015579224
validation[          , genome  6305] predictions:    6098/  10000 (60.98%), best:    6297/10000 (62.97%), error:     11218.76855, best error:     10825.94336 on epoch:    28, epoch:   29/100, mu: 0.8815615177, learning_rate: 0.0002533455, weight_decay: 0.0001366561

epoch time: 1228.6490478516s, input_fired_time: 16.5491523743, output_fired_time: 7.9637494087, propagate_forward_time: 468.9067077637, propagate_backward_time: 723.9395751953, weight_update_time: 0.4909584224, other_time: 11.2897949219
epoch time: 97.1184310913s, input_fired_time: 1.2286511660, output_fired_time: 0.0000000000, propagate_forward_time: 93.9744720459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9153060913
validation[          , genome  6305] predictions:    6265/  10000 (62.65%), best:    6265/10000 (62.65%), error:     10787.28320, best error:     10787.28320 on epoch:    30, epoch:   30/100, mu: 0.8869724274, learning_rate: 0.0002379821, weight_decay: 0.0001300879

epoch time: 1229.0573730469s, input_fired_time: 16.5512142181, output_fired_time: 7.9802570343, propagate_forward_time: 469.0373229980, propagate_backward_time: 724.1736450195, weight_update_time: 0.5071589947, other_time: 11.3148803711
epoch time: 98.0835418701s, input_fired_time: 1.2242850065, output_fired_time: 0.0000000000, propagate_forward_time: 94.9109497070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9483108521
validation[          , genome  6305] predictions:    6214/  10000 (62.14%), best:    6265/10000 (62.65%), error:     11002.52441, best error:     10787.28320 on epoch:    30, epoch:   31/100, mu: 0.8921133280, learning_rate: 0.0002235503, weight_decay: 0.0001238354

epoch time: 1231.8736572266s, input_fired_time: 16.5415325165, output_fired_time: 7.9822573662, propagate_forward_time: 470.2424926758, propagate_backward_time: 725.7154541016, weight_update_time: 0.5211902261, other_time: 11.3919067383
epoch time: 97.2617721558s, input_fired_time: 1.2254221439, output_fired_time: 0.0000000000, propagate_forward_time: 94.1232528687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9130935669
validation[          , genome  6305] predictions:    6165/  10000 (61.65%), best:    6265/10000 (62.65%), error:     11057.66602, best error:     10787.28320 on epoch:    30, epoch:   32/100, mu: 0.8969976902, learning_rate: 0.0002099937, weight_decay: 0.0001178834

epoch time: 1325.0211181641s, input_fired_time: 17.9114170074, output_fired_time: 8.4507980347, propagate_forward_time: 513.5342407227, propagate_backward_time: 772.6950073242, weight_update_time: 0.5772164464, other_time: 12.4296875000
epoch time: 97.2536315918s, input_fired_time: 1.2283135653, output_fired_time: 0.0000000000, propagate_forward_time: 94.1081466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9171676636
validation[          , genome  6305] predictions:    6303/  10000 (63.03%), best:    6303/10000 (63.03%), error:     10703.92578, best error:     10703.92578 on epoch:    33, epoch:   33/100, mu: 0.9016383290, learning_rate: 0.0001972592, weight_decay: 0.0001122175

epoch time: 1229.2183837891s, input_fired_time: 16.5393123627, output_fired_time: 7.9544000626, propagate_forward_time: 468.9562683105, propagate_backward_time: 724.4476928711, weight_update_time: 0.5359662175, other_time: 11.3207397461
epoch time: 97.4058303833s, input_fired_time: 1.2320214510, output_fired_time: 0.0000000000, propagate_forward_time: 94.2500152588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9237899780
validation[          , genome  6305] predictions:    6230/  10000 (62.30%), best:    6303/10000 (63.03%), error:     10780.32422, best error:     10703.92578 on epoch:    33, epoch:   34/100, mu: 0.9060474038, learning_rate: 0.0001852970, weight_decay: 0.0001068239

epoch time: 1236.5388183594s, input_fired_time: 16.7516422272, output_fired_time: 7.9916849136, propagate_forward_time: 472.7492065430, propagate_backward_time: 727.6610107422, weight_update_time: 0.5506588817, other_time: 11.3853149414
epoch time: 97.2788619995s, input_fired_time: 1.2279081345, output_fired_time: 0.0000000000, propagate_forward_time: 94.1438217163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9071350098
validation[          , genome  6305] predictions:    6293/  10000 (62.93%), best:    6303/10000 (63.03%), error:     10850.57324, best error:     10703.92578 on epoch:    33, epoch:   35/100, mu: 0.9102364779, learning_rate: 0.0001740602, weight_decay: 0.0001016895

epoch time: 1228.2082519531s, input_fired_time: 16.5654621124, output_fired_time: 7.9393730164, propagate_forward_time: 469.0607604980, propagate_backward_time: 723.2567138672, weight_update_time: 0.5602228642, other_time: 11.3859863281
epoch time: 96.9727859497s, input_fired_time: 1.2299039364, output_fired_time: 0.0000000000, propagate_forward_time: 93.8437347412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8991470337
validation[          , genome  6305] predictions:    6245/  10000 (62.45%), best:    6303/10000 (63.03%), error:     10895.49512, best error:     10703.92578 on epoch:    33, epoch:   36/100, mu: 0.9142165184, learning_rate: 0.0001635048, weight_decay: 0.0000968020

epoch time: 1229.2009277344s, input_fired_time: 16.5867538452, output_fired_time: 7.9272208214, propagate_forward_time: 469.2619018555, propagate_backward_time: 724.0521240234, weight_update_time: 0.5727753639, other_time: 11.3728637695
epoch time: 96.9606018066s, input_fired_time: 1.2301902771, output_fired_time: 0.0000000000, propagate_forward_time: 93.8230819702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9073257446
validation[          , genome  6305] predictions:    6219/  10000 (62.19%), best:    6303/10000 (63.03%), error:     10783.93359, best error:     10703.92578 on epoch:    33, epoch:   37/100, mu: 0.9179979563, learning_rate: 0.0001535895, weight_decay: 0.0000921493

epoch time: 1228.5878906250s, input_fired_time: 16.5742416382, output_fired_time: 7.9665951729, propagate_forward_time: 468.7586364746, propagate_backward_time: 723.9221801758, weight_update_time: 0.5792155266, other_time: 11.3662719727
epoch time: 97.0695266724s, input_fired_time: 1.2336046696, output_fired_time: 0.0000000000, propagate_forward_time: 93.9255828857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9103393555
validation[          , genome  6305] predictions:    6302/  10000 (63.02%), best:    6302/10000 (63.02%), error:     10636.48145, best error:     10636.48145 on epoch:    38, epoch:   38/100, mu: 0.9215907454, learning_rate: 0.0001442755, weight_decay: 0.0000877203

epoch time: 1228.9020996094s, input_fired_time: 16.5867042542, output_fired_time: 7.9481787682, propagate_forward_time: 468.6673889160, propagate_backward_time: 724.3276977539, weight_update_time: 0.5864112973, other_time: 11.3722534180
epoch time: 97.2819061279s, input_fired_time: 1.2345808744, output_fired_time: 0.0000000000, propagate_forward_time: 94.0975036621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9498214722
validation[          , genome  6305] predictions:    6200/  10000 (62.00%), best:    6302/10000 (63.02%), error:     10864.56934, best error:     10636.48145 on epoch:    38, epoch:   39/100, mu: 0.9250042439, learning_rate: 0.0001355264, weight_decay: 0.0000835041

epoch time: 1230.1728515625s, input_fired_time: 16.5836715698, output_fired_time: 7.9606676102, propagate_forward_time: 469.3503417969, propagate_backward_time: 724.8944702148, weight_update_time: 0.5903530717, other_time: 11.3837280273
epoch time: 97.4132080078s, input_fired_time: 1.2429999113, output_fired_time: 0.0000000000, propagate_forward_time: 94.2561340332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9140777588
validation[          , genome  6305] predictions:    6328/  10000 (63.28%), best:    6328/10000 (63.28%), error:     10601.74023, best error:     10601.74023 on epoch:    40, epoch:   40/100, mu: 0.9282473922, learning_rate: 0.0001273077, weight_decay: 0.0000794906

epoch time: 1229.0831298828s, input_fired_time: 16.6000919342, output_fired_time: 7.9568920135, propagate_forward_time: 468.8606262207, propagate_backward_time: 724.2523193359, weight_update_time: 0.5975404978, other_time: 11.4132080078
epoch time: 97.3682327271s, input_fired_time: 1.2455880642, output_fired_time: 0.0000000000, propagate_forward_time: 94.2018737793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9207687378
validation[          , genome  6305] predictions:    6349/  10000 (63.49%), best:    6349/10000 (63.49%), error:     10592.11328, best error:     10592.11328 on epoch:    41, epoch:   41/100, mu: 0.9313287139, learning_rate: 0.0001195875, weight_decay: 0.0000756700

epoch time: 1230.9333496094s, input_fired_time: 16.6283874512, output_fired_time: 7.9519186020, propagate_forward_time: 469.6725463867, propagate_backward_time: 725.2493896484, weight_update_time: 0.6005982161, other_time: 11.4310913086
epoch time: 97.3060379028s, input_fired_time: 1.2542877197, output_fired_time: 0.0000000000, propagate_forward_time: 94.1073455811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9444046021
validation[          , genome  6305] predictions:    6307/  10000 (63.07%), best:    6349/10000 (63.49%), error:     10735.24414, best error:     10592.11328 on epoch:    41, epoch:   42/100, mu: 0.9342563152, learning_rate: 0.0001123355, weight_decay: 0.0000720330

epoch time: 1253.2031250000s, input_fired_time: 16.8357830048, output_fired_time: 8.1161518097, propagate_forward_time: 478.2970581055, propagate_backward_time: 738.3488159180, weight_update_time: 0.6568310261, other_time: 11.6052246094
epoch time: 97.2999572754s, input_fired_time: 1.2361539602, output_fired_time: 0.0000000000, propagate_forward_time: 94.1392593384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9245452881
validation[          , genome  6305] predictions:    6336/  10000 (63.36%), best:    6336/10000 (63.36%), error:     10549.91504, best error:     10549.91504 on epoch:    43, epoch:   43/100, mu: 0.9370378256, learning_rate: 0.0001055232, weight_decay: 0.0000685708

epoch time: 1229.9758300781s, input_fired_time: 16.6453533173, output_fired_time: 7.9281554222, propagate_forward_time: 469.7112731934, propagate_backward_time: 724.2739868164, weight_update_time: 0.6098915935, other_time: 11.4170532227
epoch time: 97.2958068848s, input_fired_time: 1.2456483841, output_fired_time: 0.0000000000, propagate_forward_time: 94.1270980835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9230575562
validation[          , genome  6305] predictions:    6372/  10000 (63.72%), best:    6372/10000 (63.72%), error:     10547.85254, best error:     10547.85254 on epoch:    44, epoch:   44/100, mu: 0.9396805167, learning_rate: 0.0000991240, weight_decay: 0.0000652751

epoch time: 1230.9709472656s, input_fired_time: 16.6516094208, output_fired_time: 7.9493517876, propagate_forward_time: 469.8599853516, propagate_backward_time: 725.0706176758, weight_update_time: 0.6123538613, other_time: 11.4393920898
epoch time: 97.4855270386s, input_fired_time: 1.2446583509, output_fired_time: 0.0000000000, propagate_forward_time: 94.3135681152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9272994995
validation[          , genome  6305] predictions:    6284/  10000 (62.84%), best:    6372/10000 (63.72%), error:     10672.21582, best error:     10547.85254 on epoch:    44, epoch:   45/100, mu: 0.9421913624, learning_rate: 0.0000931129, weight_decay: 0.0000621377

epoch time: 1229.4715576172s, input_fired_time: 16.6446075439, output_fired_time: 7.9389452934, propagate_forward_time: 469.0877990723, propagate_backward_time: 724.3446655273, weight_update_time: 0.6120527387, other_time: 11.4555053711
epoch time: 97.2791519165s, input_fired_time: 1.2443859577, output_fired_time: 0.0000000000, propagate_forward_time: 94.1143646240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9204025269
validation[          , genome  6305] predictions:    6394/  10000 (63.94%), best:    6394/10000 (63.94%), error:     10412.21973, best error:     10412.21973 on epoch:    46, epoch:   46/100, mu: 0.9445769191, learning_rate: 0.0000874664, weight_decay: 0.0000591511

epoch time: 1229.1691894531s, input_fired_time: 16.6607074738, output_fired_time: 7.9234714508, propagate_forward_time: 469.1664733887, propagate_backward_time: 723.9751586914, weight_update_time: 0.6178140640, other_time: 11.4432983398
epoch time: 97.3290100098s, input_fired_time: 1.2479802370, output_fired_time: 0.0000000000, propagate_forward_time: 94.1511077881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9299240112
validation[          , genome  6305] predictions:    6379/  10000 (63.79%), best:    6394/10000 (63.94%), error:     10533.81348, best error:     10412.21973 on epoch:    46, epoch:   47/100, mu: 0.9468434453, learning_rate: 0.0000821622, weight_decay: 0.0000563081

epoch time: 1231.9973144531s, input_fired_time: 16.6592235565, output_fired_time: 7.9681429863, propagate_forward_time: 470.2106018066, propagate_backward_time: 725.6373291016, weight_update_time: 0.6150749326, other_time: 11.5220947266
epoch time: 97.1537780762s, input_fired_time: 1.2535852194, output_fired_time: 0.0000000000, propagate_forward_time: 93.9490737915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9511184692
validation[          , genome  6305] predictions:    6409/  10000 (64.09%), best:    6409/10000 (64.09%), error:     10390.48145, best error:     10390.48145 on epoch:    48, epoch:   48/100, mu: 0.9489969015, learning_rate: 0.0000771797, weight_decay: 0.0000536017

epoch time: 1227.2781982422s, input_fired_time: 16.6512184143, output_fired_time: 7.9156031609, propagate_forward_time: 468.4327392578, propagate_backward_time: 722.8983154297, weight_update_time: 0.6143910289, other_time: 11.3802490234
epoch time: 97.3553390503s, input_fired_time: 1.2508646250, output_fired_time: 0.0000000000, propagate_forward_time: 94.1791381836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9253387451
validation[          , genome  6305] predictions:    6368/  10000 (63.68%), best:    6409/10000 (64.09%), error:     10406.57520, best error:     10390.48145 on epoch:    48, epoch:   49/100, mu: 0.9510428905, learning_rate: 0.0000724994, weight_decay: 0.0000510254

epoch time: 1228.2015380859s, input_fired_time: 16.6473140717, output_fired_time: 7.9348034859, propagate_forward_time: 468.6627807617, propagate_backward_time: 723.5069580078, weight_update_time: 0.6172603369, other_time: 11.4496459961
epoch time: 97.1422729492s, input_fired_time: 1.2542355061, output_fired_time: 0.0000000000, propagate_forward_time: 93.9702301025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9178085327
validation[          , genome  6305] predictions:    6348/  10000 (63.48%), best:    6409/10000 (64.09%), error:     10470.15625, best error:     10390.48145 on epoch:    48, epoch:   50/100, mu: 0.9529867768, learning_rate: 0.0000681029, weight_decay: 0.0000485730

epoch time: 1229.6885986328s, input_fired_time: 16.6662712097, output_fired_time: 7.9458403587, propagate_forward_time: 469.1197509766, propagate_backward_time: 724.5583496094, weight_update_time: 0.6179839373, other_time: 11.3984375000
epoch time: 97.2962570190s, input_fired_time: 1.2481831312, output_fired_time: 0.0000000000, propagate_forward_time: 94.1222152710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9258575439
validation[          , genome  6305] predictions:    6383/  10000 (63.83%), best:    6409/10000 (64.09%), error:     10485.05566, best error:     10390.48145 on epoch:    48, epoch:   51/100, mu: 0.9548336864, learning_rate: 0.0000639730, weight_decay: 0.0000462384

epoch time: 1227.8480224609s, input_fired_time: 16.6531696320, output_fired_time: 7.9835920334, propagate_forward_time: 468.1161804199, propagate_backward_time: 723.6679687500, weight_update_time: 0.6150195599, other_time: 11.4270019531
epoch time: 97.1175613403s, input_fired_time: 1.2469364405, output_fired_time: 0.0000000000, propagate_forward_time: 93.9517364502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9188919067
validation[          , genome  6305] predictions:    6363/  10000 (63.63%), best:    6409/10000 (64.09%), error:     10431.98730, best error:     10390.48145 on epoch:    48, epoch:   52/100, mu: 0.9565884471, learning_rate: 0.0000600935, weight_decay: 0.0000440160

epoch time: 1227.9040527344s, input_fired_time: 16.6670837402, output_fired_time: 7.9312047958, propagate_forward_time: 468.5077514648, propagate_backward_time: 723.3635864258, weight_update_time: 0.6138153076, other_time: 11.4344482422
epoch time: 97.0015945435s, input_fired_time: 1.2476116419, output_fired_time: 0.0000000000, propagate_forward_time: 93.8208541870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9331283569
validation[          , genome  6305] predictions:    6426/  10000 (64.26%), best:    6426/10000 (64.26%), error:     10280.28125, best error:     10280.28125 on epoch:    53, epoch:   53/100, mu: 0.9582556486, learning_rate: 0.0000564493, weight_decay: 0.0000419004

epoch time: 1228.1256103516s, input_fired_time: 16.6665744781, output_fired_time: 7.9341635704, propagate_forward_time: 468.8971252441, propagate_backward_time: 723.1926269531, weight_update_time: 0.6160631776, other_time: 11.4350585938
epoch time: 97.3168258667s, input_fired_time: 1.2513219118, output_fired_time: 0.0000000000, propagate_forward_time: 94.1446914673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9208145142
validation[          , genome  6305] predictions:    6404/  10000 (64.04%), best:    6426/10000 (64.26%), error:     10416.31641, best error:     10280.28125 on epoch:    53, epoch:   54/100, mu: 0.9598396420, learning_rate: 0.0000530261, weight_decay: 0.0000398865

epoch time: 1227.3314208984s, input_fired_time: 16.6675758362, output_fired_time: 7.9225692749, propagate_forward_time: 468.4223022461, propagate_backward_time: 722.9173583984, weight_update_time: 0.6191838384, other_time: 11.4015502930
epoch time: 96.9578399658s, input_fired_time: 1.2540543079, output_fired_time: 0.0000000000, propagate_forward_time: 93.7778091431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9259796143
validation[          , genome  6305] predictions:    6486/  10000 (64.86%), best:    6486/10000 (64.86%), error:     10183.50977, best error:     10183.50977 on epoch:    55, epoch:   55/100, mu: 0.9613445997, learning_rate: 0.0000498105, weight_decay: 0.0000379694

epoch time: 1229.7852783203s, input_fired_time: 16.7468490601, output_fired_time: 7.9443631172, propagate_forward_time: 469.4209594727, propagate_backward_time: 724.2584838867, weight_update_time: 0.6120622158, other_time: 11.4146728516
epoch time: 96.9055938721s, input_fired_time: 1.2569090128, output_fired_time: 0.0000000000, propagate_forward_time: 93.7368850708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9117965698
validation[          , genome  6305] predictions:    6508/  10000 (65.08%), best:    6508/10000 (65.08%), error:     10147.56152, best error:     10147.56152 on epoch:    56, epoch:   56/100, mu: 0.9627744555, learning_rate: 0.0000467899, weight_decay: 0.0000361445

epoch time: 1229.3447265625s, input_fired_time: 16.7033061981, output_fired_time: 7.9563589096, propagate_forward_time: 469.0400695801, propagate_backward_time: 724.2363281250, weight_update_time: 0.6137850285, other_time: 11.4088134766
epoch time: 96.9470443726s, input_fired_time: 1.2485641241, output_fired_time: 0.0000000000, propagate_forward_time: 93.7892303467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9092483521
validation[          , genome  6305] predictions:    6489/  10000 (64.89%), best:    6508/10000 (65.08%), error:     10225.59375, best error:     10147.56152 on epoch:    56, epoch:   57/100, mu: 0.9641329646, learning_rate: 0.0000439524, weight_decay: 0.0000344072

epoch time: 1228.1127929688s, input_fired_time: 16.6820850372, output_fired_time: 7.9335293770, propagate_forward_time: 468.4802246094, propagate_backward_time: 723.6336059570, weight_update_time: 0.6140383482, other_time: 11.3833618164
epoch time: 96.9530944824s, input_fired_time: 1.2583036423, output_fired_time: 0.0000000000, propagate_forward_time: 93.7774505615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9173431396
validation[          , genome  6305] predictions:    6510/  10000 (65.10%), best:    6510/10000 (65.10%), error:     10100.72852, best error:     10100.72852 on epoch:    58, epoch:   58/100, mu: 0.9654237032, learning_rate: 0.0000412870, weight_decay: 0.0000327535

epoch time: 1236.0137939453s, input_fired_time: 16.7538166046, output_fired_time: 7.9907298088, propagate_forward_time: 471.8144226074, propagate_backward_time: 727.9800415039, weight_update_time: 0.6191986799, other_time: 11.4747924805
epoch time: 97.5643234253s, input_fired_time: 1.2640026808, output_fired_time: 0.0000000000, propagate_forward_time: 94.3398666382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9604568481
validation[          , genome  6305] predictions:    6425/  10000 (64.25%), best:    6510/10000 (65.10%), error:     10383.78125, best error:     10100.72852 on epoch:    58, epoch:   59/100, mu: 0.9666500092, learning_rate: 0.0000387833, weight_decay: 0.0000311792

epoch time: 1230.5269775391s, input_fired_time: 16.7169857025, output_fired_time: 7.9700012207, propagate_forward_time: 469.4682922363, propagate_backward_time: 724.9518432617, weight_update_time: 0.6159452796, other_time: 11.4198608398
epoch time: 97.3416519165s, input_fired_time: 1.2588495016, output_fired_time: 0.0000000000, propagate_forward_time: 94.1697845459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9130172729
validation[          , genome  6305] predictions:    6479/  10000 (64.79%), best:    6510/10000 (65.10%), error:     10156.14063, best error:     10100.72852 on epoch:    58, epoch:   60/100, mu: 0.9678151608, learning_rate: 0.0000364314, weight_decay: 0.0000296807

epoch time: 1229.7329101563s, input_fired_time: 16.7158527374, output_fired_time: 7.9375786781, propagate_forward_time: 469.4382019043, propagate_backward_time: 724.2467041016, weight_update_time: 0.6139760613, other_time: 11.3945312500
epoch time: 97.4211502075s, input_fired_time: 1.2554658651, output_fired_time: 0.0000000000, propagate_forward_time: 94.2444000244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9212875366
validation[          , genome  6305] predictions:    6530/  10000 (65.30%), best:    6530/10000 (65.30%), error:     10039.78223, best error:     10039.78223 on epoch:    61, epoch:   61/100, mu: 0.9689221382, learning_rate: 0.0000342221, weight_decay: 0.0000282541

epoch time: 1229.1882324219s, input_fired_time: 16.7251682281, output_fired_time: 7.9448990822, propagate_forward_time: 468.7957763672, propagate_backward_time: 724.3544311523, weight_update_time: 0.6192296147, other_time: 11.3678588867
epoch time: 97.2460632324s, input_fired_time: 1.2636729479, output_fired_time: 0.0000000000, propagate_forward_time: 94.0678558350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9145355225
validation[          , genome  6305] predictions:    6513/  10000 (65.13%), best:    6530/10000 (65.30%), error:     10074.55957, best error:     10039.78223 on epoch:    61, epoch:   62/100, mu: 0.9699738622, learning_rate: 0.0000321468, weight_decay: 0.0000268961

epoch time: 1228.8878173828s, input_fired_time: 16.7475986481, output_fired_time: 7.9878115654, propagate_forward_time: 468.5672912598, propagate_backward_time: 724.1176757813, weight_update_time: 0.6133837700, other_time: 11.4675292969
epoch time: 97.7713317871s, input_fired_time: 1.2678390741, output_fired_time: 0.0000000000, propagate_forward_time: 94.5773162842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9261779785
validation[          , genome  6305] predictions:    6549/  10000 (65.49%), best:    6549/10000 (65.49%), error:     10016.80762, best error:     10016.80762 on epoch:    63, epoch:   63/100, mu: 0.9709731340, learning_rate: 0.0000301974, weight_decay: 0.0000256034

epoch time: 1229.6524658203s, input_fired_time: 16.7853622437, output_fired_time: 7.9514842033, propagate_forward_time: 469.0867919922, propagate_backward_time: 724.4483032227, weight_update_time: 0.6153741479, other_time: 11.3804321289
epoch time: 97.4671401978s, input_fired_time: 1.2660045624, output_fired_time: 0.0000000000, propagate_forward_time: 94.2833862305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9177474976
validation[          , genome  6305] predictions:    6451/  10000 (64.51%), best:    6549/10000 (65.49%), error:     10290.61719, best error:     10016.80762 on epoch:    63, epoch:   64/100, mu: 0.9719225168, learning_rate: 0.0000283661, weight_decay: 0.0000243728

epoch time: 1228.8365478516s, input_fired_time: 16.7312431335, output_fired_time: 7.9376435280, propagate_forward_time: 468.8937377930, propagate_backward_time: 723.8616333008, weight_update_time: 0.6202188730, other_time: 11.4123535156
epoch time: 97.1952972412s, input_fired_time: 1.2553883791, output_fired_time: 0.0000000000, propagate_forward_time: 93.9946289063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9452819824
validation[          , genome  6305] predictions:    6350/  10000 (63.50%), best:    6549/10000 (65.49%), error:     10612.73047, best error:     10016.80762 on epoch:    63, epoch:   65/100, mu: 0.9728245735, learning_rate: 0.0000266460, weight_decay: 0.0000232013

epoch time: 1228.6569824219s, input_fired_time: 16.7304763794, output_fired_time: 7.9343852997, propagate_forward_time: 468.4680480957, propagate_backward_time: 724.0826416016, weight_update_time: 0.6182133555, other_time: 11.4415283203
epoch time: 96.9372100830s, input_fired_time: 1.2600429058, output_fired_time: 0.0000000000, propagate_forward_time: 93.7657928467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9113769531
validation[          , genome  6305] predictions:    6512/  10000 (65.12%), best:    6549/10000 (65.49%), error:     10137.99805, best error:     10016.80762 on epoch:    63, epoch:   66/100, mu: 0.9736815691, learning_rate: 0.0000250301, weight_decay: 0.0000220862

epoch time: 1232.1710205078s, input_fired_time: 16.7404537201, output_fired_time: 7.9596834183, propagate_forward_time: 470.0048217773, propagate_backward_time: 726.0122070313, weight_update_time: 0.6182355285, other_time: 11.4537963867
epoch time: 97.5702667236s, input_fired_time: 1.2716736794, output_fired_time: 0.0000000000, propagate_forward_time: 94.3526992798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9458923340
validation[          , genome  6305] predictions:    6548/  10000 (65.48%), best:    6549/10000 (65.49%), error:     10040.32227, best error:     10016.80762 on epoch:    63, epoch:   67/100, mu: 0.9744958282, learning_rate: 0.0000235122, weight_decay: 0.0000210246

epoch time: 1229.5793457031s, input_fired_time: 16.7270450592, output_fired_time: 7.9614443779, propagate_forward_time: 468.6432189941, propagate_backward_time: 724.8610229492, weight_update_time: 0.6148408055, other_time: 11.3866577148
epoch time: 97.2572326660s, input_fired_time: 1.2601435184, output_fired_time: 0.0000000000, propagate_forward_time: 94.0684127808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9286727905
validation[          , genome  6305] predictions:    6484/  10000 (64.84%), best:    6549/10000 (65.49%), error:     10153.51953, best error:     10016.80762 on epoch:    63, epoch:   68/100, mu: 0.9752694368, learning_rate: 0.0000220864, weight_decay: 0.0000200141

epoch time: 1229.1845703125s, input_fired_time: 16.7379627228, output_fired_time: 7.9478135109, propagate_forward_time: 468.1770324707, propagate_backward_time: 724.9484863281, weight_update_time: 0.6092134118, other_time: 11.3734130859
epoch time: 97.2026443481s, input_fired_time: 1.2651882172, output_fired_time: 0.0000000000, propagate_forward_time: 94.0214767456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9159774780
validation[          , genome  6305] predictions:    6524/  10000 (65.24%), best:    6549/10000 (65.49%), error:     10030.82910, best error:     10016.80762 on epoch:    63, epoch:   69/100, mu: 0.9760044813, learning_rate: 0.0000207470, weight_decay: 0.0000190522

epoch time: 1228.6098632813s, input_fired_time: 16.7447395325, output_fired_time: 7.9127216339, propagate_forward_time: 468.6385803223, propagate_backward_time: 723.8564453125, weight_update_time: 0.6182534099, other_time: 11.4573974609
epoch time: 97.4193267822s, input_fired_time: 1.2687814236, output_fired_time: 0.0000000000, propagate_forward_time: 94.2336349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9169082642
validation[          , genome  6305] predictions:    6527/  10000 (65.27%), best:    6549/10000 (65.49%), error:     10080.23047, best error:     10016.80762 on epoch:    63, epoch:   70/100, mu: 0.9767028093, learning_rate: 0.0000194889, weight_decay: 0.0000181365

epoch time: 1230.4711914063s, input_fired_time: 16.7627506256, output_fired_time: 7.9463195801, propagate_forward_time: 469.5000000000, propagate_backward_time: 724.8182983398, weight_update_time: 0.6174952984, other_time: 11.4439086914
epoch time: 96.8538360596s, input_fired_time: 1.2602019310, output_fired_time: 0.0000000000, propagate_forward_time: 93.6832962036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9103393555
validation[          , genome  6305] predictions:    6469/  10000 (64.69%), best:    6549/10000 (65.49%), error:     10201.04785, best error:     10016.80762 on epoch:    63, epoch:   71/100, mu: 0.9773663282, learning_rate: 0.0000183070, weight_decay: 0.0000172647

epoch time: 1229.9130859375s, input_fired_time: 16.7568264008, output_fired_time: 7.9435372353, propagate_forward_time: 469.2205505371, propagate_backward_time: 724.5836181641, weight_update_time: 0.6187610030, other_time: 11.4085693359
epoch time: 97.0462722778s, input_fired_time: 1.2572559118, output_fired_time: 0.0000000000, propagate_forward_time: 93.8549804688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9340362549
validation[          , genome  6305] predictions:    6570/  10000 (65.70%), best:    6570/10000 (65.70%), error:      9955.37500, best error:      9955.37500 on epoch:    72, epoch:   72/100, mu: 0.9779967070, learning_rate: 0.0000171968, weight_decay: 0.0000164349

epoch time: 1230.3829345703s, input_fired_time: 16.7665061951, output_fired_time: 7.9468364716, propagate_forward_time: 469.1563110352, propagate_backward_time: 725.1237792969, weight_update_time: 0.6165354848, other_time: 11.3895874023
epoch time: 96.9511108398s, input_fired_time: 1.2616533041, output_fired_time: 0.0000000000, propagate_forward_time: 93.7800979614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9093627930
validation[          , genome  6305] predictions:    6548/  10000 (65.48%), best:    6570/10000 (65.70%), error:      9963.64258, best error:      9955.37500 on epoch:    72, epoch:   73/100, mu: 0.9785956740, learning_rate: 0.0000161540, weight_decay: 0.0000156450

epoch time: 1231.7680664063s, input_fired_time: 16.8146800995, output_fired_time: 7.9019494057, propagate_forward_time: 470.7831726074, propagate_backward_time: 724.8837280273, weight_update_time: 0.6111886501, other_time: 11.3844604492
epoch time: 97.0024642944s, input_fired_time: 1.2616622448, output_fired_time: 0.0000000000, propagate_forward_time: 93.8193588257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9214401245
validation[          , genome  6305] predictions:    6549/  10000 (65.49%), best:    6570/10000 (65.70%), error:      9971.50293, best error:      9955.37500 on epoch:    72, epoch:   74/100, mu: 0.9791647196, learning_rate: 0.0000151744, weight_decay: 0.0000148931

epoch time: 1232.1032714844s, input_fired_time: 17.0049381256, output_fired_time: 7.9433488846, propagate_forward_time: 469.4547729492, propagate_backward_time: 726.2345581055, weight_update_time: 0.6166791320, other_time: 11.4656982422
epoch time: 97.5757904053s, input_fired_time: 1.2670818567, output_fired_time: 0.0000000000, propagate_forward_time: 94.3679275513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9407806396
validation[          , genome  6305] predictions:    6522/  10000 (65.22%), best:    6570/10000 (65.70%), error:     10080.59766, best error:      9955.37500 on epoch:    72, epoch:   75/100, mu: 0.9797053933, learning_rate: 0.0000142542, weight_decay: 0.0000141772

epoch time: 1239.4918212891s, input_fired_time: 16.8451728821, output_fired_time: 8.0298566818, propagate_forward_time: 472.7074890137, propagate_backward_time: 730.4561767578, weight_update_time: 0.6248640418, other_time: 11.4530029297
epoch time: 97.5794830322s, input_fired_time: 1.2758051157, output_fired_time: 0.0000000000, propagate_forward_time: 94.3758087158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9278717041
validation[          , genome  6305] predictions:    6571/  10000 (65.71%), best:    6570/10000 (65.70%), error:     10006.79102, best error:      9955.37500 on epoch:    72, epoch:   76/100, mu: 0.9802190661, learning_rate: 0.0000133898, weight_decay: 0.0000134958

epoch time: 1237.0916748047s, input_fired_time: 16.8645534515, output_fired_time: 7.9698448181, propagate_forward_time: 472.4805297852, propagate_backward_time: 728.3370971680, weight_update_time: 0.6179602742, other_time: 11.4396972656
epoch time: 97.9445800781s, input_fired_time: 1.2770805359, output_fired_time: 0.0000000000, propagate_forward_time: 94.7319869995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9355087280
validation[          , genome  6305] predictions:    6558/  10000 (65.58%), best:    6570/10000 (65.70%), error:      9987.76465, best error:      9955.37500 on epoch:    72, epoch:   77/100, mu: 0.9807071090, learning_rate: 0.0000125778, weight_decay: 0.0000128472

epoch time: 1230.1444091797s, input_fired_time: 16.7731876373, output_fired_time: 7.9321289063, propagate_forward_time: 469.1801452637, propagate_backward_time: 724.8802490234, weight_update_time: 0.6166561246, other_time: 11.3786621094
epoch time: 97.2453994751s, input_fired_time: 1.2737774849, output_fired_time: 0.0000000000, propagate_forward_time: 94.0483474731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9232711792
validation[          , genome  6305] predictions:    6606/  10000 (66.06%), best:    6606/10000 (66.06%), error:      9879.10059, best error:      9879.10059 on epoch:    78, epoch:   78/100, mu: 0.9811708331, learning_rate: 0.0000118150, weight_decay: 0.0000122297

epoch time: 1230.9589843750s, input_fired_time: 16.8016510010, output_fired_time: 7.9296908379, propagate_forward_time: 469.8103637695, propagate_backward_time: 724.9934692383, weight_update_time: 0.6170145869, other_time: 11.4238281250
epoch time: 97.2403030396s, input_fired_time: 1.2708613873, output_fired_time: 0.0000000000, propagate_forward_time: 94.0347061157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9347381592
validation[          , genome  6305] predictions:    6602/  10000 (66.02%), best:    6606/10000 (66.06%), error:      9894.24219, best error:      9879.10059 on epoch:    78, epoch:   79/100, mu: 0.9816113710, learning_rate: 0.0000110985, weight_decay: 0.0000116419

epoch time: 1232.3736572266s, input_fired_time: 16.8134498596, output_fired_time: 7.9158129692, propagate_forward_time: 470.1524658203, propagate_backward_time: 726.0539550781, weight_update_time: 0.6203901172, other_time: 11.4379882813
epoch time: 97.2548294067s, input_fired_time: 1.2703363895, output_fired_time: 0.0000000000, propagate_forward_time: 94.0437927246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9406967163
validation[          , genome  6305] predictions:    6651/  10000 (66.51%), best:    6651/10000 (66.51%), error:      9863.06836, best error:      9863.06836 on epoch:    80, epoch:   80/100, mu: 0.9820299745, learning_rate: 0.0000104255, weight_decay: 0.0000110823

epoch time: 1231.0959472656s, input_fired_time: 16.7953968048, output_fired_time: 7.9759488106, propagate_forward_time: 469.0610656738, propagate_backward_time: 725.8831787109, weight_update_time: 0.6153110266, other_time: 11.3803710938
epoch time: 97.2013854980s, input_fired_time: 1.2763665915, output_fired_time: 0.0000000000, propagate_forward_time: 94.0065002441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9185180664
validation[          , genome  6305] predictions:    6497/  10000 (64.97%), best:    6651/10000 (66.51%), error:     10143.65234, best error:      9863.06836 on epoch:    80, epoch:   81/100, mu: 0.9824276567, learning_rate: 0.0000097933, weight_decay: 0.0000105497

epoch time: 1231.1071777344s, input_fired_time: 16.7976341248, output_fired_time: 7.9563941956, propagate_forward_time: 469.6013793945, propagate_backward_time: 725.3193359375, weight_update_time: 0.6175867915, other_time: 11.4324340820
epoch time: 97.5052490234s, input_fired_time: 1.2787036896, output_fired_time: 0.0000000000, propagate_forward_time: 94.3039932251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9225540161
validation[          , genome  6305] predictions:    6600/  10000 (66.00%), best:    6600/10000 (66.00%), error:      9857.45117, best error:      9857.45117 on epoch:    82, epoch:   82/100, mu: 0.9828054905, learning_rate: 0.0000091994, weight_decay: 0.0000100426

epoch time: 1230.8249511719s, input_fired_time: 16.8398342133, output_fired_time: 7.9363780022, propagate_forward_time: 469.6969299316, propagate_backward_time: 724.9610595703, weight_update_time: 0.6162906289, other_time: 11.3907470703
epoch time: 97.8207855225s, input_fired_time: 1.2751697302, output_fired_time: 0.0000000000, propagate_forward_time: 94.6102752686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9353408813
validation[          , genome  6305] predictions:    6564/  10000 (65.64%), best:    6600/10000 (66.00%), error:      9975.03418, best error:      9857.45117 on epoch:    82, epoch:   83/100, mu: 0.9831644893, learning_rate: 0.0000086415, weight_decay: 0.0000095599

epoch time: 1226.5773925781s, input_fired_time: 16.7853164673, output_fired_time: 7.9089736938, propagate_forward_time: 467.2337951660, propagate_backward_time: 723.2788085938, weight_update_time: 0.6146981716, other_time: 11.3706054688
epoch time: 97.2079467773s, input_fired_time: 1.2745693922, output_fired_time: 0.0000000000, propagate_forward_time: 94.0202484131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9131317139
validation[          , genome  6305] predictions:    6610/  10000 (66.10%), best:    6600/10000 (66.00%), error:      9880.02246, best error:      9857.45117 on epoch:    82, epoch:   84/100, mu: 0.9835055470, learning_rate: 0.0000081175, weight_decay: 0.0000091004

epoch time: 1225.3111572266s, input_fired_time: 16.8096446991, output_fired_time: 7.9120602608, propagate_forward_time: 467.0835266113, propagate_backward_time: 722.1326904297, weight_update_time: 0.6116864681, other_time: 11.3731689453
epoch time: 96.9214782715s, input_fired_time: 1.2676970959, output_fired_time: 0.0000000000, propagate_forward_time: 93.7478256226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9059524536
validation[          , genome  6305] predictions:    6603/  10000 (66.03%), best:    6600/10000 (66.00%), error:      9920.91113, best error:      9857.45117 on epoch:    82, epoch:   85/100, mu: 0.9838296175, learning_rate: 0.0000076252, weight_decay: 0.0000086630

epoch time: 1226.0075683594s, input_fired_time: 16.7888469696, output_fired_time: 7.9014081955, propagate_forward_time: 467.5676574707, propagate_backward_time: 722.3761596680, weight_update_time: 0.6110633612, other_time: 11.3735961914
epoch time: 96.7904891968s, input_fired_time: 1.2730438709, output_fired_time: 0.0000000000, propagate_forward_time: 93.6003570557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9170913696
validation[          , genome  6305] predictions:    6614/  10000 (66.14%), best:    6600/10000 (66.00%), error:      9895.66016, best error:      9857.45117 on epoch:    82, epoch:   86/100, mu: 0.9841375351, learning_rate: 0.0000071628, weight_decay: 0.0000082467

epoch time: 1225.7347412109s, input_fired_time: 16.7761611938, output_fired_time: 7.9222927094, propagate_forward_time: 467.2398376465, propagate_backward_time: 722.4237670898, weight_update_time: 0.6125941873, other_time: 11.3727416992
epoch time: 96.9009552002s, input_fired_time: 1.2726421356, output_fired_time: 0.0000000000, propagate_forward_time: 93.6864929199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9418182373
validation[          , genome  6305] predictions:    6617/  10000 (66.17%), best:    6617/10000 (66.17%), error:      9802.05957, best error:      9802.05957 on epoch:    87, epoch:   87/100, mu: 0.9844300747, learning_rate: 0.0000067284, weight_decay: 0.0000078503

epoch time: 1224.7614746094s, input_fired_time: 16.7688179016, output_fired_time: 7.8946838379, propagate_forward_time: 466.9813232422, propagate_backward_time: 721.7407226563, weight_update_time: 0.6135384440, other_time: 11.3759765625
epoch time: 96.9248199463s, input_fired_time: 1.2767264843, output_fired_time: 0.0000000000, propagate_forward_time: 93.7334594727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9146347046
validation[          , genome  6305] predictions:    6632/  10000 (66.32%), best:    6617/10000 (66.17%), error:      9820.46387, best error:      9802.05957 on epoch:    87, epoch:   88/100, mu: 0.9847080112, learning_rate: 0.0000063204, weight_decay: 0.0000074730

epoch time: 1225.9431152344s, input_fired_time: 16.7660503387, output_fired_time: 7.9122867584, propagate_forward_time: 467.6986999512, propagate_backward_time: 722.1632690430, weight_update_time: 0.6201108694, other_time: 11.4028930664
epoch time: 96.9300994873s, input_fired_time: 1.2802746296, output_fired_time: 0.0000000000, propagate_forward_time: 93.7288742065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9209518433
validation[          , genome  6305] predictions:    6625/  10000 (66.25%), best:    6617/10000 (66.17%), error:      9837.22949, best error:      9802.05957 on epoch:    87, epoch:   89/100, mu: 0.9849720597, learning_rate: 0.0000059371, weight_decay: 0.0000071138

epoch time: 1224.7636718750s, input_fired_time: 16.7681674957, output_fired_time: 7.9070925713, propagate_forward_time: 466.5578918457, propagate_backward_time: 722.1403198242, weight_update_time: 0.6177217364, other_time: 11.3901977539
epoch time: 96.8297348022s, input_fired_time: 1.2815694809, output_fired_time: 0.0000000000, propagate_forward_time: 93.6350097656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9131546021
validation[          , genome  6305] predictions:    6668/  10000 (66.68%), best:    6668/10000 (66.68%), error:      9741.06934, best error:      9741.06934 on epoch:    90, epoch:   90/100, mu: 0.9852229357, learning_rate: 0.0000055771, weight_decay: 0.0000067719

epoch time: 1225.3858642578s, input_fired_time: 16.7948303223, output_fired_time: 7.9082007408, propagate_forward_time: 467.1370239258, propagate_backward_time: 722.1531982422, weight_update_time: 0.6101343632, other_time: 11.3926391602
epoch time: 96.8380966187s, input_fired_time: 1.2730847597, output_fired_time: 0.0000000000, propagate_forward_time: 93.6353912354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9296188354
validation[          , genome  6305] predictions:    6608/  10000 (66.08%), best:    6668/10000 (66.68%), error:      9885.15234, best error:      9741.06934 on epoch:    90, epoch:   91/100, mu: 0.9854612947, learning_rate: 0.0000052389, weight_decay: 0.0000064464

epoch time: 1227.5323486328s, input_fired_time: 16.8108997345, output_fired_time: 7.9195389748, propagate_forward_time: 467.5399169922, propagate_backward_time: 723.8737182617, weight_update_time: 0.6142400503, other_time: 11.3882446289
epoch time: 96.6598510742s, input_fired_time: 1.2755303383, output_fired_time: 0.0000000000, propagate_forward_time: 93.4858245850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8984985352
validation[          , genome  6305] predictions:    6641/  10000 (66.41%), best:    6668/10000 (66.68%), error:      9791.95801, best error:      9741.06934 on epoch:    90, epoch:   92/100, mu: 0.9856877923, learning_rate: 0.0000049212, weight_decay: 0.0000061366

epoch time: 1224.5328369141s, input_fired_time: 16.7908916473, output_fired_time: 7.9253306389, propagate_forward_time: 466.8345031738, propagate_backward_time: 721.5890502930, weight_update_time: 0.6150985360, other_time: 11.3931274414
epoch time: 96.6738739014s, input_fired_time: 1.2729475498, output_fired_time: 0.0000000000, propagate_forward_time: 93.4808044434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9201202393
validation[          , genome  6305] predictions:    6637/  10000 (66.37%), best:    6668/10000 (66.68%), error:      9801.34863, best error:      9741.06934 on epoch:    90, epoch:   93/100, mu: 0.9859029651, learning_rate: 0.0000046228, weight_decay: 0.0000058416

epoch time: 1224.9848632813s, input_fired_time: 16.7916336060, output_fired_time: 7.9064540863, propagate_forward_time: 467.0837402344, propagate_backward_time: 721.8258666992, weight_update_time: 0.6158510447, other_time: 11.3771362305
epoch time: 96.8971481323s, input_fired_time: 1.2763514519, output_fired_time: 0.0000000000, propagate_forward_time: 93.7028198242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9179763794
validation[          , genome  6305] predictions:    6642/  10000 (66.42%), best:    6668/10000 (66.68%), error:      9777.97168, best error:      9741.06934 on epoch:    90, epoch:   94/100, mu: 0.9861074090, learning_rate: 0.0000043424, weight_decay: 0.0000055609

epoch time: 1224.8360595703s, input_fired_time: 16.8058376312, output_fired_time: 7.8896374702, propagate_forward_time: 466.8196411133, propagate_backward_time: 721.9269409180, weight_update_time: 0.6164396405, other_time: 11.3940429688
epoch time: 96.7118682861s, input_fired_time: 1.2765914202, output_fired_time: 0.0000000000, propagate_forward_time: 93.5152435303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9200363159
validation[          , genome  6305] predictions:    6600/  10000 (66.00%), best:    6668/10000 (66.68%), error:      9848.55176, best error:      9741.06934 on epoch:    90, epoch:   95/100, mu: 0.9863016605, learning_rate: 0.0000040791, weight_decay: 0.0000052936

epoch time: 1224.6166992188s, input_fired_time: 16.7754516602, output_fired_time: 7.9057760239, propagate_forward_time: 466.9589233398, propagate_backward_time: 721.5900268555, weight_update_time: 0.6196948290, other_time: 11.3865966797
epoch time: 96.9558792114s, input_fired_time: 1.2796523571, output_fired_time: 0.0000000000, propagate_forward_time: 93.7318878174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9443359375
validation[          , genome  6305] predictions:    6660/  10000 (66.60%), best:    6668/10000 (66.68%), error:      9805.15625, best error:      9741.06934 on epoch:    90, epoch:   96/100, mu: 0.9864861965, learning_rate: 0.0000038317, weight_decay: 0.0000050392

epoch time: 1224.9178466797s, input_fired_time: 16.7883491516, output_fired_time: 7.9279870987, propagate_forward_time: 466.9802246094, propagate_backward_time: 721.8206176758, weight_update_time: 0.6162810922, other_time: 11.4006958008
epoch time: 96.7558670044s, input_fired_time: 1.2739305496, output_fired_time: 0.0000000000, propagate_forward_time: 93.5544281006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9275054932
validation[          , genome  6305] predictions:    6620/  10000 (66.20%), best:    6668/10000 (66.68%), error:      9804.72656, best error:      9741.06934 on epoch:    90, epoch:   97/100, mu: 0.9866615534, learning_rate: 0.0000035994, weight_decay: 0.0000047970

epoch time: 1329.0196533203s, input_fired_time: 17.8891811371, output_fired_time: 8.7503404617, propagate_forward_time: 506.1787109375, propagate_backward_time: 784.1476440430, weight_update_time: 0.6521922350, other_time: 12.0537719727
epoch time: 98.1576843262s, input_fired_time: 1.2894502878, output_fired_time: 0.0000000000, propagate_forward_time: 94.7296600342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1385726929
validation[          , genome  6305] predictions:    6638/  10000 (66.38%), best:    6668/10000 (66.68%), error:      9752.73535, best error:      9741.06934 on epoch:    90, epoch:   98/100, mu: 0.9868281484, learning_rate: 0.0000033811, weight_decay: 0.0000045664

epoch time: 1224.2900390625s, input_fired_time: 16.8062801361, output_fired_time: 7.9007182121, propagate_forward_time: 466.6254272461, propagate_backward_time: 721.5889892578, weight_update_time: 0.6141839623, other_time: 11.3685913086
epoch time: 96.8382568359s, input_fired_time: 1.2792415619, output_fired_time: 0.0000000000, propagate_forward_time: 93.6519393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9070739746
validation[          , genome  6305] predictions:    6620/  10000 (66.20%), best:    6668/10000 (66.68%), error:      9830.89746, best error:      9741.06934 on epoch:    90, epoch:   99/100, mu: 0.9869863987, learning_rate: 0.0000031760, weight_decay: 0.0000043469

epoch time: 1229.3010253906s, input_fired_time: 16.8587951660, output_fired_time: 7.9682106972, propagate_forward_time: 468.6029968262, propagate_backward_time: 724.4442749023, weight_update_time: 0.6179309487, other_time: 11.4266967773
epoch time: 96.8697433472s, input_fired_time: 1.2813169956, output_fired_time: 0.0000000000, propagate_forward_time: 93.6695175171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9189071655
validation[          , genome  6305] predictions:    6641/  10000 (66.41%), best:    6641/10000 (66.41%), error:      9727.79102, best error:      9727.79102 on epoch:   100, epoch:  100/100, mu: 0.9871367812, learning_rate: 0.0000029834, weight_decay: 0.0000041380

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 482.9564819336s, input_fired_time: 6.3836956024, output_fired_time: 0.0000000000, propagate_forward_time: 466.9275512695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.6452331543
best training[          , genome  6305] predictions:   36810/  50000 (73.62%), best:    6641/10000 (66.41%), error:     40408.72656, best error:      9727.79102 on epoch:   100, epoch:  101/100, mu: 0.9872796535, learning_rate: 0.0000028025, weight_decay: 0.0000039391
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 96.5446166992s, input_fired_time: 1.2804694176, output_fired_time: 0.0000000000, propagate_forward_time: 93.3410568237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9230880737
   testing[          , genome  6305] predictions:    6641/  10000 (66.41%), best:    6641/10000 (66.41%), error:      9727.79102, best error:      9727.79102 on epoch:   100, epoch:  101/100, mu: 0.9872796535, learning_rate: 0.0000028025, weight_decay: 0.0000039391
backpropagation finished successfully!
13:13:34 (11436): called boinc_finish(0)

</stderr_txt>
]]>