Nameexact_genome_1512568488_42_7013_1
Workunit2606250
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline15 Dec 2017, 17:03:42 UTC
Received8 Dec 2017, 13:28:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 52 min 10 sec
CPU time3 hours 49 min
Validate stateValid
Credit1,935.38
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.86 MB
Peak swap size154.36 MB
Peak disk usage1.35 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
e: 50.6876106262, propagate_backward_time: 68.5396347046, weight_update_time: 0.2147299051, other_time: 4.2388076782
epoch time: 10.9171810150s, input_fired_time: 0.1997856200, output_fired_time: 0.0000000000, propagate_forward_time: 9.9610805511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7563152313
validation[          , genome  7013] predictions:    9686/  10000 (96.86%), best:    9657/10000 (96.57%), error:      1109.48926, best error:      1104.92126 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 127.1816024780s, input_fired_time: 1.8584482670, output_fired_time: 1.5161359310, propagate_forward_time: 50.4593963623, propagate_backward_time: 69.0673522949, weight_update_time: 0.2215187103, other_time: 4.2802658081
epoch time: 11.0498609543s, input_fired_time: 0.2070673257, output_fired_time: 0.0000000000, propagate_forward_time: 10.0913724899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514209747
validation[          , genome  7013] predictions:    9660/  10000 (96.60%), best:    9657/10000 (96.57%), error:      1109.45557, best error:      1104.92126 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 126.0888671875s, input_fired_time: 1.8442474604, output_fired_time: 1.4660320282, propagate_forward_time: 49.9250068665, propagate_backward_time: 68.7081146240, weight_update_time: 0.2122493088, other_time: 4.1454620361
epoch time: 10.9299774170s, input_fired_time: 0.2088642865, output_fired_time: 0.0000000000, propagate_forward_time: 9.9717016220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7494115829
validation[          , genome  7013] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1060.07068, best error:      1060.07068 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 126.1839141846s, input_fired_time: 1.8801604509, output_fired_time: 1.4538475275, propagate_forward_time: 50.1818809509, propagate_backward_time: 68.5199356079, weight_update_time: 0.2127751261, other_time: 4.1480941772
epoch time: 10.9497184753s, input_fired_time: 0.2028373927, output_fired_time: 0.0000000000, propagate_forward_time: 10.0092506409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7376308441
validation[          , genome  7013] predictions:    9579/  10000 (95.79%), best:    9684/10000 (96.84%), error:      1426.93201, best error:      1060.07068 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 126.5521087646s, input_fired_time: 1.8708570004, output_fired_time: 1.4544694424, propagate_forward_time: 50.6941947937, propagate_backward_time: 68.3500823975, weight_update_time: 0.2132163644, other_time: 4.1825103760
epoch time: 10.9361972809s, input_fired_time: 0.2023368180, output_fired_time: 0.0000000000, propagate_forward_time: 9.9748420715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7590179443
validation[          , genome  7013] predictions:    9682/  10000 (96.82%), best:    9684/10000 (96.84%), error:      1077.72839, best error:      1060.07068 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 126.0040435791s, input_fired_time: 1.8263032436, output_fired_time: 1.4644881487, propagate_forward_time: 50.1626319885, propagate_backward_time: 68.3708267212, weight_update_time: 0.2128074020, other_time: 4.1798019409
epoch time: 10.8570518494s, input_fired_time: 0.2005997598, output_fired_time: 0.0000000000, propagate_forward_time: 9.9151468277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7413053513
validation[          , genome  7013] predictions:    9652/  10000 (96.52%), best:    9684/10000 (96.84%), error:      1181.20398, best error:      1060.07068 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.1738281250s, input_fired_time: 1.8262051344, output_fired_time: 1.4588931799, propagate_forward_time: 49.9292640686, propagate_backward_time: 68.7946929932, weight_update_time: 0.2159090042, other_time: 4.1647796631
epoch time: 10.9205789566s, input_fired_time: 0.2063450664, output_fired_time: 0.0000000000, propagate_forward_time: 9.9792394638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349948883
validation[          , genome  7013] predictions:    9622/  10000 (96.22%), best:    9684/10000 (96.84%), error:      1163.58569, best error:      1060.07068 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 125.8738555908s, input_fired_time: 1.8633863926, output_fired_time: 1.4866645336, propagate_forward_time: 50.1223983765, propagate_backward_time: 68.2387619019, weight_update_time: 0.2144841403, other_time: 4.1626434326
epoch time: 10.9151372910s, input_fired_time: 0.2024910450, output_fired_time: 0.0000000000, propagate_forward_time: 9.9506654739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7619810104
validation[          , genome  7013] predictions:    9660/  10000 (96.60%), best:    9684/10000 (96.84%), error:      1095.79639, best error:      1060.07068 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 126.8911666870s, input_fired_time: 1.8241256475, output_fired_time: 1.4844540358, propagate_forward_time: 50.5320167542, propagate_backward_time: 68.8536071777, weight_update_time: 0.2197918147, other_time: 4.1969604492
epoch time: 10.8311500549s, input_fired_time: 0.2020909786, output_fired_time: 0.0000000000, propagate_forward_time: 9.8861322403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7429265976
validation[          , genome  7013] predictions:    9675/  10000 (96.75%), best:    9684/10000 (96.84%), error:      1087.10205, best error:      1060.07068 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 126.2488555908s, input_fired_time: 1.8508087397, output_fired_time: 1.4737249613, propagate_forward_time: 50.1015129089, propagate_backward_time: 68.6354827881, weight_update_time: 0.2133572251, other_time: 4.1873321533
epoch time: 10.8776607513s, input_fired_time: 0.2025789618, output_fired_time: 0.0000000000, propagate_forward_time: 9.9138412476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7612409592
validation[          , genome  7013] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1000.88800, best error:      1000.88800 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 126.2664260864s, input_fired_time: 1.8523736000, output_fired_time: 1.4555108547, propagate_forward_time: 49.9938087463, propagate_backward_time: 68.7340621948, weight_update_time: 0.2417749316, other_time: 4.2306747437
epoch time: 10.8539228439s, input_fired_time: 0.2309104055, output_fired_time: 0.0000000000, propagate_forward_time: 9.8923673630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7306451797
validation[          , genome  7013] predictions:    9638/  10000 (96.38%), best:    9703/10000 (97.03%), error:      1179.62988, best error:      1000.88800 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 125.7456817627s, input_fired_time: 1.8306381702, output_fired_time: 1.4652129412, propagate_forward_time: 49.8241729736, propagate_backward_time: 68.4555053711, weight_update_time: 0.2133806199, other_time: 4.1701583862
epoch time: 11.0624170303s, input_fired_time: 0.2080901563, output_fired_time: 0.0000000000, propagate_forward_time: 10.0958995819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7584276199
validation[          , genome  7013] predictions:    9671/  10000 (96.71%), best:    9703/10000 (97.03%), error:      1094.93311, best error:      1000.88800 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.1590805054s, input_fired_time: 1.8947519064, output_fired_time: 1.4690419436, propagate_forward_time: 50.2623100281, propagate_backward_time: 68.2621307373, weight_update_time: 0.2162151039, other_time: 4.2708435059
epoch time: 11.0933151245s, input_fired_time: 0.2048221081, output_fired_time: 0.0000000000, propagate_forward_time: 10.1022777557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7862148285
validation[          , genome  7013] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1011.20911, best error:      1000.88800 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 126.2329635620s, input_fired_time: 1.8939439058, output_fired_time: 1.4463983774, propagate_forward_time: 50.1053886414, propagate_backward_time: 68.5282287598, weight_update_time: 0.2310158461, other_time: 4.2590026855
epoch time: 10.8798904419s, input_fired_time: 0.2099347413, output_fired_time: 0.0000000000, propagate_forward_time: 9.9102144241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7597408295
validation[          , genome  7013] predictions:    9587/  10000 (95.87%), best:    9703/10000 (97.03%), error:      1376.09021, best error:      1000.88800 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.7389144897s, input_fired_time: 1.8560091257, output_fired_time: 1.4629198313, propagate_forward_time: 50.0635185242, propagate_backward_time: 68.1906280518, weight_update_time: 0.2117090523, other_time: 4.1658325195
epoch time: 11.0406198502s, input_fired_time: 0.2168841064, output_fired_time: 0.0000000000, propagate_forward_time: 10.0315485001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7921876907
validation[          , genome  7013] predictions:    9660/  10000 (96.60%), best:    9703/10000 (97.03%), error:      1120.12842, best error:      1000.88800 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 126.7028732300s, input_fired_time: 1.8470314741, output_fired_time: 1.4764167070, propagate_forward_time: 50.4410705566, propagate_backward_time: 68.7246627808, weight_update_time: 0.2121566236, other_time: 4.2136917114
epoch time: 11.0109472275s, input_fired_time: 0.2035074085, output_fired_time: 0.0000000000, propagate_forward_time: 10.0763063431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311334610
validation[          , genome  7013] predictions:    9691/  10000 (96.91%), best:    9703/10000 (97.03%), error:      1020.97217, best error:      1000.88800 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 126.2276611328s, input_fired_time: 1.8665249348, output_fired_time: 1.4500821829, propagate_forward_time: 50.0562515259, propagate_backward_time: 68.6971511841, weight_update_time: 0.2225700319, other_time: 4.1576538086
epoch time: 11.0933456421s, input_fired_time: 0.2451878488, output_fired_time: 0.0000000000, propagate_forward_time: 10.0983638763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497940063
validation[          , genome  7013] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       891.50800, best error:       891.50800 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 125.9566879272s, input_fired_time: 1.8668206930, output_fired_time: 1.4765771627, propagate_forward_time: 49.9178695679, propagate_backward_time: 68.4942474365, weight_update_time: 0.2121090293, other_time: 4.2011718750
epoch time: 10.8455553055s, input_fired_time: 0.2034461349, output_fired_time: 0.0000000000, propagate_forward_time: 9.8779830933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7641258240
validation[          , genome  7013] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:       966.51556, best error:       891.50800 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 126.2404327393s, input_fired_time: 1.8457555771, output_fired_time: 1.4726140499, propagate_forward_time: 50.0057487488, propagate_backward_time: 68.7477264404, weight_update_time: 0.2121913284, other_time: 4.1685943604
epoch time: 10.8986482620s, input_fired_time: 0.2076567411, output_fired_time: 0.0000000000, propagate_forward_time: 9.9351978302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7557935715
validation[          , genome  7013] predictions:    9708/  10000 (97.08%), best:    9738/10000 (97.38%), error:       965.38934, best error:       891.50800 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 126.1858749390s, input_fired_time: 1.8601536751, output_fired_time: 1.4933643341, propagate_forward_time: 50.2106323242, propagate_backward_time: 68.3852157593, weight_update_time: 0.2204486728, other_time: 4.2365112305
epoch time: 11.0647039413s, input_fired_time: 0.2223899066, output_fired_time: 0.0000000000, propagate_forward_time: 10.0532331467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7890806198
validation[          , genome  7013] predictions:    9698/  10000 (96.98%), best:    9738/10000 (97.38%), error:       982.04071, best error:       891.50800 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.8923263550s, input_fired_time: 1.8619016409, output_fired_time: 1.4560990334, propagate_forward_time: 50.0651588440, propagate_backward_time: 68.3548507690, weight_update_time: 0.2146405280, other_time: 4.1543197632
epoch time: 10.9302988052s, input_fired_time: 0.2077598572, output_fired_time: 0.0000000000, propagate_forward_time: 9.9850320816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7375068665
validation[          , genome  7013] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       930.40674, best error:       891.50800 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 126.1360321045s, input_fired_time: 1.8695094585, output_fired_time: 1.4746080637, propagate_forward_time: 50.0842208862, propagate_backward_time: 68.5737915039, weight_update_time: 0.2121845931, other_time: 4.1339035034
epoch time: 10.9992666245s, input_fired_time: 0.2082543075, output_fired_time: 0.0000000000, propagate_forward_time: 10.0391454697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7518672943
validation[          , genome  7013] predictions:    9684/  10000 (96.84%), best:    9738/10000 (97.38%), error:      1034.82544, best error:       891.50800 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 126.0118942261s, input_fired_time: 1.8650469780, output_fired_time: 1.4735337496, propagate_forward_time: 50.0915718079, propagate_backward_time: 68.3516006470, weight_update_time: 0.2119511813, other_time: 4.2301406860
epoch time: 10.8099603653s, input_fired_time: 0.2067112774, output_fired_time: 0.0000000000, propagate_forward_time: 9.8580360413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452135086
validation[          , genome  7013] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       931.61017, best error:       891.50800 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.1274261475s, input_fired_time: 1.8650468588, output_fired_time: 1.4800683260, propagate_forward_time: 50.2037239075, propagate_backward_time: 68.4057235718, weight_update_time: 0.2134077698, other_time: 4.1728591919
epoch time: 10.9740638733s, input_fired_time: 0.2096975595, output_fired_time: 0.0000000000, propagate_forward_time: 10.0058917999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7584743500
validation[          , genome  7013] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       956.87433, best error:       891.50800 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 125.8245010376s, input_fired_time: 1.8555904627, output_fired_time: 1.4475643635, propagate_forward_time: 50.0392570496, propagate_backward_time: 68.2412719727, weight_update_time: 0.2186226547, other_time: 4.2408142090
epoch time: 10.8864936829s, input_fired_time: 0.2067935616, output_fired_time: 0.0000000000, propagate_forward_time: 9.9366502762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7430496216
validation[          , genome  7013] predictions:    9706/  10000 (97.06%), best:    9738/10000 (97.38%), error:       995.48383, best error:       891.50800 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 126.3109741211s, input_fired_time: 1.8622336388, output_fired_time: 1.4927854538, propagate_forward_time: 50.2906990051, propagate_backward_time: 68.4517974854, weight_update_time: 0.2172266394, other_time: 4.2134552002
epoch time: 10.8509979248s, input_fired_time: 0.2070920765, output_fired_time: 0.0000000000, propagate_forward_time: 9.8930854797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7508201599
validation[          , genome  7013] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:       987.04926, best error:       891.50800 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 126.1516952515s, input_fired_time: 1.8571535349, output_fired_time: 1.4420148134, propagate_forward_time: 50.3289299011, propagate_backward_time: 68.3437423706, weight_update_time: 0.2133376449, other_time: 4.1798477173
epoch time: 11.1422557831s, input_fired_time: 0.2159596384, output_fired_time: 0.0000000000, propagate_forward_time: 10.1504163742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7758798599
validation[          , genome  7013] predictions:    9734/  10000 (97.34%), best:    9738/10000 (97.38%), error:       916.43854, best error:       891.50800 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 126.3419799805s, input_fired_time: 1.8882812262, output_fired_time: 1.5184985399, propagate_forward_time: 50.0873374939, propagate_backward_time: 68.6282424927, weight_update_time: 0.2138016969, other_time: 4.2196121216
epoch time: 10.9400100708s, input_fired_time: 0.2101961970, output_fired_time: 0.0000000000, propagate_forward_time: 9.9775838852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7522296906
validation[          , genome  7013] predictions:    9688/  10000 (96.88%), best:    9738/10000 (97.38%), error:      1012.12958, best error:       891.50800 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.2657394409s, input_fired_time: 1.8800840378, output_fired_time: 1.4512655735, propagate_forward_time: 50.1425819397, propagate_backward_time: 68.5312652588, weight_update_time: 0.2139132321, other_time: 4.2605438232
epoch time: 11.0131988525s, input_fired_time: 0.2386708558, output_fired_time: 0.0000000000, propagate_forward_time: 10.0268878937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7476396561
validation[          , genome  7013] predictions:    9676/  10000 (96.76%), best:    9738/10000 (97.38%), error:      1038.60400, best error:       891.50800 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 125.6840209961s, input_fired_time: 1.8517433405, output_fired_time: 1.4459398985, propagate_forward_time: 49.8401947021, propagate_backward_time: 68.4222412109, weight_update_time: 0.2106443197, other_time: 4.1239013672
epoch time: 10.8407793045s, input_fired_time: 0.2092447728, output_fired_time: 0.0000000000, propagate_forward_time: 9.8981275558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7334070206
validation[          , genome  7013] predictions:    9639/  10000 (96.39%), best:    9738/10000 (97.38%), error:      1189.91333, best error:       891.50800 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 125.8330917358s, input_fired_time: 1.8423609734, output_fired_time: 1.4566179514, propagate_forward_time: 49.9456710815, propagate_backward_time: 68.4512939453, weight_update_time: 0.2152240276, other_time: 4.1371459961
epoch time: 10.9756717682s, input_fired_time: 0.2418061644, output_fired_time: 0.0000000000, propagate_forward_time: 9.9775724411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7562932968
validation[          , genome  7013] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:      1009.26099, best error:       891.50800 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 125.8115844727s, input_fired_time: 1.8528552055, output_fired_time: 1.4701155424, propagate_forward_time: 49.9745101929, propagate_backward_time: 68.2702178955, weight_update_time: 0.2144367844, other_time: 4.2438888550
epoch time: 11.1406545639s, input_fired_time: 0.2091790140, output_fired_time: 0.0000000000, propagate_forward_time: 10.1795730591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7519025803
validation[          , genome  7013] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:       964.81647, best error:       891.50800 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 126.1302108765s, input_fired_time: 1.8575472832, output_fired_time: 1.4528807402, propagate_forward_time: 49.8549308777, propagate_backward_time: 68.8360366821, weight_update_time: 0.2149213254, other_time: 4.1288223267
epoch time: 10.9486951828s, input_fired_time: 0.2124548405, output_fired_time: 0.0000000000, propagate_forward_time: 9.9625034332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7737369537
validation[          , genome  7013] predictions:    9615/  10000 (96.15%), best:    9738/10000 (97.38%), error:      1210.05005, best error:       891.50800 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 126.1463699341s, input_fired_time: 1.8628230095, output_fired_time: 1.4404345751, propagate_forward_time: 50.0150146484, propagate_backward_time: 68.6617584229, weight_update_time: 0.2156441659, other_time: 4.1663360596
epoch time: 11.0385179520s, input_fired_time: 0.2115993053, output_fired_time: 0.0000000000, propagate_forward_time: 10.0583934784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7685251236
validation[          , genome  7013] predictions:    9687/  10000 (96.87%), best:    9738/10000 (97.38%), error:      1035.31555, best error:       891.50800 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.1105728149s, input_fired_time: 1.8619986773, output_fired_time: 1.4706385136, propagate_forward_time: 50.0592422485, propagate_backward_time: 68.4644775391, weight_update_time: 0.2146857232, other_time: 4.2542114258
epoch time: 10.9011650085s, input_fired_time: 0.2072697729, output_fired_time: 0.0000000000, propagate_forward_time: 9.9433012009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505941391
validation[          , genome  7013] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:      1011.81470, best error:       891.50800 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 125.9968338013s, input_fired_time: 1.8643616438, output_fired_time: 1.4872804880, propagate_forward_time: 50.0342864990, propagate_backward_time: 68.4371337891, weight_update_time: 0.2117849439, other_time: 4.1737670898
epoch time: 10.9587020874s, input_fired_time: 0.2107533365, output_fired_time: 0.0000000000, propagate_forward_time: 9.9974288940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505197525
validation[          , genome  7013] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:      1014.38940, best error:       891.50800 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 126.2333984375s, input_fired_time: 1.8785971403, output_fired_time: 1.4562124014, propagate_forward_time: 50.1820907593, propagate_backward_time: 68.5255050659, weight_update_time: 0.2142975479, other_time: 4.1909942627
epoch time: 10.8995409012s, input_fired_time: 0.2046342343, output_fired_time: 0.0000000000, propagate_forward_time: 9.9536838531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7412223816
validation[          , genome  7013] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       982.91949, best error:       891.50800 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 126.2243423462s, input_fired_time: 1.8581430912, output_fired_time: 1.4571679831, propagate_forward_time: 49.9781837463, propagate_backward_time: 68.7748565674, weight_update_time: 0.2201164067, other_time: 4.1559906006
epoch time: 10.9758167267s, input_fired_time: 0.2078820318, output_fired_time: 0.0000000000, propagate_forward_time: 10.0184020996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495326996
validation[          , genome  7013] predictions:    9663/  10000 (96.63%), best:    9738/10000 (97.38%), error:      1047.93445, best error:       891.50800 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 125.8504562378s, input_fired_time: 1.8741133213, output_fired_time: 1.4478141069, propagate_forward_time: 50.2779769897, propagate_backward_time: 68.1096649170, weight_update_time: 0.2132575810, other_time: 4.1408843994
epoch time: 11.2798824310s, input_fired_time: 0.2415859401, output_fired_time: 0.0000000000, propagate_forward_time: 10.2531509399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7851457596
validation[          , genome  7013] predictions:    9672/  10000 (96.72%), best:    9738/10000 (97.38%), error:      1091.77417, best error:       891.50800 on epoch:    30, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 126.2008438110s, input_fired_time: 1.8944903612, output_fired_time: 1.5008918047, propagate_forward_time: 49.7514877319, propagate_backward_time: 68.9214553833, weight_update_time: 0.2147194594, other_time: 4.1325149536
epoch time: 10.9357748032s, input_fired_time: 0.2095369250, output_fired_time: 0.0000000000, propagate_forward_time: 9.9751815796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510566711
validation[          , genome  7013] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       948.37140, best error:       891.50800 on epoch:    30, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 126.2971420288s, input_fired_time: 1.8820683956, output_fired_time: 1.4464447498, propagate_forward_time: 50.0888519287, propagate_backward_time: 68.7673568726, weight_update_time: 0.2119624466, other_time: 4.1124267578
epoch time: 10.9381780624s, input_fired_time: 0.2098772228, output_fired_time: 0.0000000000, propagate_forward_time: 9.9762153625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7520856857
validation[          , genome  7013] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:      1003.46649, best error:       891.50800 on epoch:    30, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 126.1143798828s, input_fired_time: 1.8911148310, output_fired_time: 1.4371566772, propagate_forward_time: 50.0223007202, propagate_backward_time: 68.6254577637, weight_update_time: 0.2193650752, other_time: 4.1383514404
epoch time: 10.8605766296s, input_fired_time: 0.2079769075, output_fired_time: 0.0000000000, propagate_forward_time: 9.8968753815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7557239532
validation[          , genome  7013] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       876.79596, best error:       876.79596 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.2558059692s, input_fired_time: 1.8856697083, output_fired_time: 1.5182726383, propagate_forward_time: 50.2137374878, propagate_backward_time: 68.5201873779, weight_update_time: 0.2115278840, other_time: 4.1179351807
epoch time: 10.9279804230s, input_fired_time: 0.2126045227, output_fired_time: 0.0000000000, propagate_forward_time: 9.9731016159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7422742844
validation[          , genome  7013] predictions:    9706/  10000 (97.06%), best:    9711/10000 (97.11%), error:      1000.98987, best error:       876.79596 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 125.9195251465s, input_fired_time: 1.8974659443, output_fired_time: 1.4466495514, propagate_forward_time: 50.2966651917, propagate_backward_time: 68.1252212524, weight_update_time: 0.2115330845, other_time: 4.1535263062
epoch time: 10.9546909332s, input_fired_time: 0.2137566656, output_fired_time: 0.0000000000, propagate_forward_time: 9.9920101166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7489242554
validation[          , genome  7013] predictions:    9700/  10000 (97.00%), best:    9711/10000 (97.11%), error:       982.38330, best error:       876.79596 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.6181259155s, input_fired_time: 1.8999935389, output_fired_time: 1.4525995255, propagate_forward_time: 50.4765853882, propagate_backward_time: 68.5819396973, weight_update_time: 0.2488782406, other_time: 4.2070083618
epoch time: 10.9321718216s, input_fired_time: 0.2145740986, output_fired_time: 0.0000000000, propagate_forward_time: 9.9873056412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302923203
validation[          , genome  7013] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       872.45404, best error:       872.45404 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 126.4536361694s, input_fired_time: 1.8837510347, output_fired_time: 1.4549528360, propagate_forward_time: 50.2219467163, propagate_backward_time: 68.7775650024, weight_update_time: 0.2133727223, other_time: 4.1154174805
epoch time: 10.9271297455s, input_fired_time: 0.2127759904, output_fired_time: 0.0000000000, propagate_forward_time: 9.9626865387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7516670227
validation[          , genome  7013] predictions:    9683/  10000 (96.83%), best:    9732/10000 (97.32%), error:      1002.66327, best error:       872.45404 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 126.1660614014s, input_fired_time: 1.8713284731, output_fired_time: 1.5062037706, propagate_forward_time: 50.1077156067, propagate_backward_time: 68.5324783325, weight_update_time: 0.2129125148, other_time: 4.1483383179
epoch time: 10.9020881653s, input_fired_time: 0.2094805241, output_fired_time: 0.0000000000, propagate_forward_time: 9.9541387558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7384691238
validation[          , genome  7013] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       962.23975, best error:       872.45404 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.8325729370s, input_fired_time: 1.8941875696, output_fired_time: 1.4352939129, propagate_forward_time: 49.9121131897, propagate_backward_time: 68.4374694824, weight_update_time: 0.2125358880, other_time: 4.1535034180
epoch time: 10.9878978729s, input_fired_time: 0.2187762558, output_fired_time: 0.0000000000, propagate_forward_time: 10.0065021515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7626190186
validation[          , genome  7013] predictions:    9725/  10000 (97.25%), best:    9732/10000 (97.32%), error:       953.21869, best error:       872.45404 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 126.3610382080s, input_fired_time: 1.8973653316, output_fired_time: 1.4753396511, propagate_forward_time: 50.2201232910, propagate_backward_time: 68.5912094116, weight_update_time: 0.2160533667, other_time: 4.1770019531
epoch time: 10.8883991241s, input_fired_time: 0.2094307542, output_fired_time: 0.0000000000, propagate_forward_time: 9.9515810013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7273874283
validation[          , genome  7013] predictions:    9717/  10000 (97.17%), best:    9732/10000 (97.32%), error:       926.96552, best error:       872.45404 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 127.9407119751s, input_fired_time: 1.8901757002, output_fired_time: 1.4501357079, propagate_forward_time: 51.1578025818, propagate_backward_time: 69.2405853271, weight_update_time: 0.2132762372, other_time: 4.2020111084
epoch time: 11.4898328781s, input_fired_time: 0.2438208461, output_fired_time: 0.0000000000, propagate_forward_time: 10.4767465591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7692651749
validation[          , genome  7013] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       951.73816, best error:       872.45404 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 127.1969985962s, input_fired_time: 1.8960477114, output_fired_time: 1.4579683542, propagate_forward_time: 50.3710708618, propagate_backward_time: 69.3047790527, weight_update_time: 0.2186761796, other_time: 4.1671295166
epoch time: 10.9758663177s, input_fired_time: 0.2109503895, output_fired_time: 0.0000000000, propagate_forward_time: 10.0112276077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7536878586
validation[          , genome  7013] predictions:    9715/  10000 (97.15%), best:    9732/10000 (97.32%), error:       900.40594, best error:       872.45404 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 126.2892913818s, input_fired_time: 1.9265729189, output_fired_time: 1.4409279823, propagate_forward_time: 50.3952903748, propagate_backward_time: 68.4016647339, weight_update_time: 0.2164483219, other_time: 4.1248397827
epoch time: 10.9643821716s, input_fired_time: 0.2131595463, output_fired_time: 0.0000000000, propagate_forward_time: 10.0171909332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7340316772
validation[          , genome  7013] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       859.81628, best error:       859.81628 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.2664031982s, input_fired_time: 1.8994936943, output_fired_time: 1.4644922018, propagate_forward_time: 50.3229789734, propagate_backward_time: 68.4398880005, weight_update_time: 0.2121679634, other_time: 4.1395492554
epoch time: 11.0037269592s, input_fired_time: 0.2098611742, output_fired_time: 0.0000000000, propagate_forward_time: 10.0554571152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7384090424
validation[          , genome  7013] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       856.49164, best error:       856.49164 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 126.1331100464s, input_fired_time: 1.8810523748, output_fired_time: 1.4807113409, propagate_forward_time: 50.1945457458, propagate_backward_time: 68.4097213745, weight_update_time: 0.2124083042, other_time: 4.1670761108
epoch time: 10.9115152359s, input_fired_time: 0.2155270278, output_fired_time: 0.0000000000, propagate_forward_time: 9.9307413101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7652473450
validation[          , genome  7013] predictions:    9674/  10000 (96.74%), best:    9731/10000 (97.31%), error:      1035.82385, best error:       856.49164 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 126.2772674561s, input_fired_time: 1.8999252319, output_fired_time: 1.4434686899, propagate_forward_time: 50.0523376465, propagate_backward_time: 68.6846313477, weight_update_time: 0.2207855731, other_time: 4.1969070435
epoch time: 11.0560064316s, input_fired_time: 0.2129871100, output_fired_time: 0.0000000000, propagate_forward_time: 10.0860071182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7570123672
validation[          , genome  7013] predictions:    9714/  10000 (97.14%), best:    9731/10000 (97.31%), error:       926.79980, best error:       856.49164 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 126.1815719604s, input_fired_time: 1.9130411148, output_fired_time: 1.4741450548, propagate_forward_time: 50.1962547302, propagate_backward_time: 68.4641799927, weight_update_time: 0.2143593431, other_time: 4.1339492798
epoch time: 11.0132789612s, input_fired_time: 0.2212030590, output_fired_time: 0.0000000000, propagate_forward_time: 10.0404376984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7516384125
validation[          , genome  7013] predictions:    9719/  10000 (97.19%), best:    9731/10000 (97.31%), error:       982.08826, best error:       856.49164 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.4498748779s, input_fired_time: 1.8888000250, output_fired_time: 1.4572694302, propagate_forward_time: 50.3359298706, propagate_backward_time: 68.5686111450, weight_update_time: 0.2116103321, other_time: 4.1992645264
epoch time: 10.9574823380s, input_fired_time: 0.2088957578, output_fired_time: 0.0000000000, propagate_forward_time: 9.9862213135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7623653412
validation[          , genome  7013] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       908.48053, best error:       856.49164 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.9359283447s, input_fired_time: 1.8701173067, output_fired_time: 1.4326757193, propagate_forward_time: 49.7608337402, propagate_backward_time: 68.7547302246, weight_update_time: 0.2118558884, other_time: 4.1175689697
epoch time: 10.9881744385s, input_fired_time: 0.2360005528, output_fired_time: 0.0000000000, propagate_forward_time: 10.0002861023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7518873215
validation[          , genome  7013] predictions:    9677/  10000 (96.77%), best:    9731/10000 (97.31%), error:      1069.90344, best error:       856.49164 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 126.3123474121s, input_fired_time: 1.8864065409, output_fired_time: 1.4699088335, propagate_forward_time: 50.3059616089, propagate_backward_time: 68.4615402222, weight_update_time: 0.2261467427, other_time: 4.1885299683
epoch time: 10.8841533661s, input_fired_time: 0.2166364640, output_fired_time: 0.0000000000, propagate_forward_time: 9.9230232239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7444934845
validation[          , genome  7013] predictions:    9675/  10000 (96.75%), best:    9731/10000 (97.31%), error:      1091.79871, best error:       856.49164 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 125.8143615723s, input_fired_time: 1.9313884974, output_fired_time: 1.4658538103, propagate_forward_time: 49.7362518311, propagate_backward_time: 68.5443725586, weight_update_time: 0.2184516042, other_time: 4.1364974976
epoch time: 10.9922513962s, input_fired_time: 0.2184882909, output_fired_time: 0.0000000000, propagate_forward_time: 10.0333175659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7404451370
validation[          , genome  7013] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       901.99005, best error:       856.49164 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 126.7471771240s, input_fired_time: 1.9182959795, output_fired_time: 1.4625527859, propagate_forward_time: 50.2710342407, propagate_backward_time: 68.8912734985, weight_update_time: 0.2118967772, other_time: 4.2040176392
epoch time: 11.0196323395s, input_fired_time: 0.2183143348, output_fired_time: 0.0000000000, propagate_forward_time: 10.0575733185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7437448502
validation[          , genome  7013] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       916.63434, best error:       856.49164 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 126.2932281494s, input_fired_time: 1.8738296032, output_fired_time: 1.4394885302, propagate_forward_time: 50.1921730042, propagate_backward_time: 68.6309585571, weight_update_time: 0.2131459564, other_time: 4.1567764282
epoch time: 10.9135608673s, input_fired_time: 0.2224580795, output_fired_time: 0.0000000000, propagate_forward_time: 9.9423923492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7487106323
validation[          , genome  7013] predictions:    9685/  10000 (96.85%), best:    9731/10000 (97.31%), error:      1032.68481, best error:       856.49164 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 125.8773956299s, input_fired_time: 1.8700748682, output_fired_time: 1.4628785849, propagate_forward_time: 49.9519004822, propagate_backward_time: 68.4316864014, weight_update_time: 0.2123536766, other_time: 4.1608581543
epoch time: 10.8776035309s, input_fired_time: 0.2125063539, output_fired_time: 0.0000000000, propagate_forward_time: 9.9274692535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7376279831
validation[          , genome  7013] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       865.81226, best error:       856.49164 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 126.0911254883s, input_fired_time: 1.9085147381, output_fired_time: 1.4997713566, propagate_forward_time: 50.0581398010, propagate_backward_time: 68.4823913574, weight_update_time: 0.2131997198, other_time: 4.1423034668
epoch time: 10.9676361084s, input_fired_time: 0.2153125554, output_fired_time: 0.0000000000, propagate_forward_time: 9.9993057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530174255
validation[          , genome  7013] predictions:    9709/  10000 (97.09%), best:    9731/10000 (97.31%), error:       940.95123, best error:       856.49164 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 125.7031707764s, input_fired_time: 1.8830156326, output_fired_time: 1.4489818811, propagate_forward_time: 50.0774459839, propagate_backward_time: 68.1896743774, weight_update_time: 0.2113721371, other_time: 4.1040496826
epoch time: 10.8559627533s, input_fired_time: 0.2130252123, output_fired_time: 0.0000000000, propagate_forward_time: 9.8958749771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7470626831
validation[          , genome  7013] predictions:    9736/  10000 (97.36%), best:    9731/10000 (97.31%), error:       906.62231, best error:       856.49164 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 126.4281463623s, input_fired_time: 1.8945058584, output_fired_time: 1.4729701281, propagate_forward_time: 50.2772254944, propagate_backward_time: 68.5369033813, weight_update_time: 0.2127892226, other_time: 4.2465438843
epoch time: 10.9320812225s, input_fired_time: 0.2442452013, output_fired_time: 0.0000000000, propagate_forward_time: 9.9486904144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7391452789
validation[          , genome  7013] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       933.71802, best error:       856.49164 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 126.5999526978s, input_fired_time: 1.8980076313, output_fired_time: 1.4793702364, propagate_forward_time: 50.4406089783, propagate_backward_time: 68.5280151367, weight_update_time: 0.2130976170, other_time: 4.2539520264
epoch time: 10.8822793961s, input_fired_time: 0.2082239836, output_fired_time: 0.0000000000, propagate_forward_time: 9.8996620178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7743930817
validation[          , genome  7013] predictions:    9754/  10000 (97.54%), best:    9731/10000 (97.31%), error:       864.34601, best error:       856.49164 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.9943618774s, input_fired_time: 1.9195297956, output_fired_time: 1.4380511045, propagate_forward_time: 50.2024040222, propagate_backward_time: 68.3246231079, weight_update_time: 0.2137312293, other_time: 4.1097488403
epoch time: 10.8435487747s, input_fired_time: 0.2148361504, output_fired_time: 0.0000000000, propagate_forward_time: 9.8844852448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7442274094
validation[          , genome  7013] predictions:    9694/  10000 (96.94%), best:    9731/10000 (97.31%), error:      1004.53040, best error:       856.49164 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 126.0988159180s, input_fired_time: 1.8980625868, output_fired_time: 1.4237321615, propagate_forward_time: 50.1439208984, propagate_backward_time: 68.3905029297, weight_update_time: 0.2127779424, other_time: 4.2425994873
epoch time: 10.8855895996s, input_fired_time: 0.2111593336, output_fired_time: 0.0000000000, propagate_forward_time: 9.9401998520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7342300415
validation[          , genome  7013] predictions:    9740/  10000 (97.40%), best:    9731/10000 (97.31%), error:       895.90680, best error:       856.49164 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 125.7956161499s, input_fired_time: 1.8658961058, output_fired_time: 1.4362033606, propagate_forward_time: 50.0025596619, propagate_backward_time: 68.3994979858, weight_update_time: 0.2114655375, other_time: 4.0914535522
epoch time: 10.9385690689s, input_fired_time: 0.2193252295, output_fired_time: 0.0000000000, propagate_forward_time: 9.9664907455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527532578
validation[          , genome  7013] predictions:    9675/  10000 (96.75%), best:    9731/10000 (97.31%), error:      1120.15613, best error:       856.49164 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.5627975464s, input_fired_time: 1.9094750881, output_fired_time: 1.4191428423, propagate_forward_time: 49.8428230286, propagate_backward_time: 68.2592773438, weight_update_time: 0.2207694054, other_time: 4.1320800781
epoch time: 11.0148172379s, input_fired_time: 0.2080297917, output_fired_time: 0.0000000000, propagate_forward_time: 10.0276403427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7791471481
validation[          , genome  7013] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       922.37091, best error:       856.49164 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.9615249634s, input_fired_time: 1.9119917154, output_fired_time: 1.4705517292, propagate_forward_time: 49.9390716553, propagate_backward_time: 68.5235900879, weight_update_time: 0.2112340927, other_time: 4.1163177490
epoch time: 10.9442586899s, input_fired_time: 0.2169987559, output_fired_time: 0.0000000000, propagate_forward_time: 9.9778308868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7494287491
validation[          , genome  7013] predictions:    9643/  10000 (96.43%), best:    9731/10000 (97.31%), error:      1272.73438, best error:       856.49164 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 125.5723800659s, input_fired_time: 1.8624105453, output_fired_time: 1.4221321344, propagate_forward_time: 49.9190635681, propagate_backward_time: 68.2770004272, weight_update_time: 0.2158292681, other_time: 4.0917739868
epoch time: 10.9412393570s, input_fired_time: 0.2102244049, output_fired_time: 0.0000000000, propagate_forward_time: 9.9871473312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7438678741
validation[          , genome  7013] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       944.36517, best error:       856.49164 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 126.2342071533s, input_fired_time: 1.8783596754, output_fired_time: 1.4345099926, propagate_forward_time: 50.0554389954, propagate_backward_time: 68.7582550049, weight_update_time: 0.2119305879, other_time: 4.1076507568
epoch time: 11.0575685501s, input_fired_time: 0.2154926956, output_fired_time: 0.0000000000, propagate_forward_time: 10.0964756012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7456007004
validation[          , genome  7013] predictions:    9694/  10000 (96.94%), best:    9731/10000 (97.31%), error:       942.46228, best error:       856.49164 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 126.1091918945s, input_fired_time: 1.8838217258, output_fired_time: 1.4356853962, propagate_forward_time: 50.2754020691, propagate_backward_time: 68.3909606934, weight_update_time: 0.2159089893, other_time: 4.1233215332
epoch time: 11.0140438080s, input_fired_time: 0.2094966024, output_fired_time: 0.0000000000, propagate_forward_time: 10.0476732254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7568740845
validation[          , genome  7013] predictions:    9687/  10000 (96.87%), best:    9731/10000 (97.31%), error:      1092.31458, best error:       856.49164 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 126.6134796143s, input_fired_time: 1.9095424414, output_fired_time: 1.5349774361, propagate_forward_time: 50.3077621460, propagate_backward_time: 68.6696853638, weight_update_time: 0.2129693478, other_time: 4.1915054321
epoch time: 10.9293079376s, input_fired_time: 0.2170271724, output_fired_time: 0.0000000000, propagate_forward_time: 9.9728307724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7394504547
validation[          , genome  7013] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:       990.37860, best error:       856.49164 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 125.9708099365s, input_fired_time: 1.9078378677, output_fired_time: 1.4318435192, propagate_forward_time: 50.1378746033, propagate_backward_time: 68.3441467285, weight_update_time: 0.2132068574, other_time: 4.1491088867
epoch time: 10.9096231461s, input_fired_time: 0.2100638002, output_fired_time: 0.0000000000, propagate_forward_time: 9.9693269730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302322388
validation[          , genome  7013] predictions:    9715/  10000 (97.15%), best:    9731/10000 (97.31%), error:       954.76691, best error:       856.49164 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.0760345459s, input_fired_time: 1.8853554726, output_fired_time: 1.4348253012, propagate_forward_time: 50.0746879578, propagate_backward_time: 68.5661468506, weight_update_time: 0.2202395499, other_time: 4.1150207520
epoch time: 10.8820619583s, input_fired_time: 0.2141185403, output_fired_time: 0.0000000000, propagate_forward_time: 9.9425706863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253723145
validation[          , genome  7013] predictions:    9726/  10000 (97.26%), best:    9731/10000 (97.31%), error:       905.67236, best error:       856.49164 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 126.1825256348s, input_fired_time: 1.8978232145, output_fired_time: 1.5053236485, propagate_forward_time: 50.1374855042, propagate_backward_time: 68.4829025269, weight_update_time: 0.2115241140, other_time: 4.1589889526
epoch time: 10.8968267441s, input_fired_time: 0.2133303583, output_fired_time: 0.0000000000, propagate_forward_time: 9.9521741867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7313222885
validation[          , genome  7013] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       915.92535, best error:       856.49164 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 125.7698059082s, input_fired_time: 1.9335210323, output_fired_time: 1.4307446480, propagate_forward_time: 49.8527336121, propagate_backward_time: 68.4430313110, weight_update_time: 0.2113140374, other_time: 4.1097793579
epoch time: 10.9871759415s, input_fired_time: 0.2355238795, output_fired_time: 0.0000000000, propagate_forward_time: 10.0130157471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7386360168
validation[          , genome  7013] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       912.72101, best error:       856.49164 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 126.3124542236s, input_fired_time: 1.9083017111, output_fired_time: 1.4578975439, propagate_forward_time: 50.1291961670, propagate_backward_time: 68.7251281738, weight_update_time: 0.2212966233, other_time: 4.0919265747
epoch time: 11.1063632965s, input_fired_time: 0.2424480021, output_fired_time: 0.0000000000, propagate_forward_time: 10.1155920029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7483234406
validation[          , genome  7013] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       917.86829, best error:       856.49164 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 125.8075866699s, input_fired_time: 1.9222378731, output_fired_time: 1.4333819151, propagate_forward_time: 50.0514831543, propagate_backward_time: 68.3451995850, weight_update_time: 0.2111963779, other_time: 4.0552825928
epoch time: 10.8879919052s, input_fired_time: 0.2215228677, output_fired_time: 0.0000000000, propagate_forward_time: 9.9199419022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7465267181
validation[          , genome  7013] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       989.22913, best error:       856.49164 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 126.1077117920s, input_fired_time: 1.9182838202, output_fired_time: 1.4539238214, propagate_forward_time: 50.2726325989, propagate_backward_time: 68.3199539185, weight_update_time: 0.2199794501, other_time: 4.1429214478
epoch time: 11.0006370544s, input_fired_time: 0.2148182392, output_fired_time: 0.0000000000, propagate_forward_time: 10.0616788864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241401672
validation[          , genome  7013] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       916.85773, best error:       856.49164 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 125.9524841309s, input_fired_time: 1.9550912380, output_fired_time: 1.4311016798, propagate_forward_time: 50.1174392700, propagate_backward_time: 68.3320312500, weight_update_time: 0.2179366499, other_time: 4.1168212891
epoch time: 10.8255062103s, input_fired_time: 0.2143795639, output_fired_time: 0.0000000000, propagate_forward_time: 9.8729085922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7382183075
validation[          , genome  7013] predictions:    9692/  10000 (96.92%), best:    9731/10000 (97.31%), error:      1041.59937, best error:       856.49164 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 126.3380432129s, input_fired_time: 1.9001188278, output_fired_time: 1.4413913488, propagate_forward_time: 50.3186264038, propagate_backward_time: 68.5597000122, weight_update_time: 0.2328166813, other_time: 4.1182098389
epoch time: 11.0888214111s, input_fired_time: 0.2349124998, output_fired_time: 0.0000000000, propagate_forward_time: 10.1027402878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7511682510
validation[          , genome  7013] predictions:    9691/  10000 (96.91%), best:    9731/10000 (97.31%), error:      1029.79919, best error:       856.49164 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 126.3094635010s, input_fired_time: 1.9031059742, output_fired_time: 1.4338955879, propagate_forward_time: 49.9046821594, propagate_backward_time: 68.9567565918, weight_update_time: 0.2119939476, other_time: 4.1110229492
epoch time: 10.8631219864s, input_fired_time: 0.2117531896, output_fired_time: 0.0000000000, propagate_forward_time: 9.9210357666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7303333282
validation[          , genome  7013] predictions:    9687/  10000 (96.87%), best:    9731/10000 (97.31%), error:      1038.70642, best error:       856.49164 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 125.8899993896s, input_fired_time: 1.9731779099, output_fired_time: 1.4413971901, propagate_forward_time: 49.9858551025, propagate_backward_time: 68.4045715332, weight_update_time: 0.2108408064, other_time: 4.0849990845
epoch time: 10.9813871384s, input_fired_time: 0.2150878310, output_fired_time: 0.0000000000, propagate_forward_time: 10.0282678604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380313873
validation[          , genome  7013] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       963.96259, best error:       856.49164 on epoch:    66, 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: 54.8578147888s, input_fired_time: 1.0765171051, output_fired_time: 0.0000000000, propagate_forward_time: 49.9162521362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8650436401
best training[          , genome  7013] predictions:   49525/  50000 (99.05%), best:    9731/10000 (97.31%), error:      1907.36694, best error:       856.49164 on epoch:    66, 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: 11.6801233292s, input_fired_time: 0.2199187279, output_fired_time: 0.0000000000, propagate_forward_time: 10.1532745361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3069305420
   testing[          , genome  7013] predictions:    9755/  10000 (97.55%), best:    9731/10000 (97.31%), error:       822.58197, best error:       856.49164 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:15:09 (9835): called boinc_finish(0)

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