Nameexact_genome_1512568488_43_7107_2
Workunit2606853
Created8 Dec 2017, 0:09:12 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline19 Dec 2017, 11:01:15 UTC
Received8 Dec 2017, 16:16:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 48 min 58 sec
CPU time4 hours 13 min 31 sec
Validate stateValid
Credit2,862.59
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.42 MB
Peak swap size159.35 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
97/  10000 (96.97%), best:    9716/10000 (97.16%), error:       982.31482, best error:       893.84314 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 196.7116851807s, input_fired_time: 2.3892476559, output_fired_time: 1.8771128654, propagate_forward_time: 72.9226150513, propagate_backward_time: 116.1513061523, weight_update_time: 0.1335248351, other_time: 3.3714065552
epoch time: 16.1084575653s, input_fired_time: 0.2042321712, output_fired_time: 0.0000000000, propagate_forward_time: 15.1193914413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7848339081
validation[          , genome  7107] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:       966.73230, best error:       893.84314 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 213.4511108398s, input_fired_time: 2.2179780006, output_fired_time: 1.9741095304, propagate_forward_time: 79.9479598999, propagate_backward_time: 125.0322723389, weight_update_time: 0.1425555795, other_time: 4.2787933350
epoch time: 17.9614391327s, input_fired_time: 0.2212610245, output_fired_time: 0.0000000000, propagate_forward_time: 17.1688747406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713024139
validation[          , genome  7107] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1064.90015, best error:       893.84314 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 210.6900939941s, input_fired_time: 1.9538919926, output_fired_time: 1.9595682621, propagate_forward_time: 76.3960494995, propagate_backward_time: 125.3752593994, weight_update_time: 0.1413933784, other_time: 5.0053253174
epoch time: 15.2301540375s, input_fired_time: 0.1986865699, output_fired_time: 0.0000000000, propagate_forward_time: 14.2635955811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7678718567
validation[          , genome  7107] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       864.23328, best error:       864.23328 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 219.7125091553s, input_fired_time: 2.2476420403, output_fired_time: 2.2687587738, propagate_forward_time: 79.3968124390, propagate_backward_time: 131.6974029541, weight_update_time: 0.3967214823, other_time: 4.1019134521
epoch time: 18.7400760651s, input_fired_time: 0.4771639109, output_fired_time: 0.0000000000, propagate_forward_time: 17.4248256683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8380870819
validation[          , genome  7107] predictions:    9696/  10000 (96.96%), best:    9734/10000 (97.34%), error:       994.07172, best error:       864.23328 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 210.6472015381s, input_fired_time: 2.2061445713, output_fired_time: 1.7118067741, propagate_forward_time: 76.9842910767, propagate_backward_time: 126.4838180542, weight_update_time: 0.1411495954, other_time: 3.2611465454
epoch time: 16.7838497162s, input_fired_time: 0.4599180818, output_fired_time: 0.0000000000, propagate_forward_time: 15.0279922485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2959384918
validation[          , genome  7107] predictions:    9731/  10000 (97.31%), best:    9734/10000 (97.34%), error:       879.75146, best error:       864.23328 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 217.8442230225s, input_fired_time: 2.2425835133, output_fired_time: 2.0057191849, propagate_forward_time: 81.6532745361, propagate_backward_time: 128.8677673340, weight_update_time: 0.1457602531, other_time: 3.0748748779
epoch time: 15.7474517822s, input_fired_time: 0.4523740411, output_fired_time: 0.0000000000, propagate_forward_time: 14.7710695267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240077972
validation[          , genome  7107] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:       951.96051, best error:       864.23328 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 155.6729278564s, input_fired_time: 1.5951206684, output_fired_time: 1.3068180084, propagate_forward_time: 57.9967613220, propagate_backward_time: 91.0085067749, weight_update_time: 0.1278456599, other_time: 3.7657089233
epoch time: 9.3546600342s, input_fired_time: 0.1751787961, output_fired_time: 0.0000000000, propagate_forward_time: 8.7255201340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539613724
validation[          , genome  7107] predictions:    9712/  10000 (97.12%), best:    9734/10000 (97.34%), error:       896.20734, best error:       864.23328 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 135.8372192383s, input_fired_time: 1.5683300495, output_fired_time: 1.2725543976, propagate_forward_time: 49.5418319702, propagate_backward_time: 80.7416458130, weight_update_time: 0.1249005720, other_time: 2.7128601074
epoch time: 10.7638740540s, input_fired_time: 0.1896522343, output_fired_time: 0.0000000000, propagate_forward_time: 10.0814485550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927730560
validation[          , genome  7107] predictions:    9732/  10000 (97.32%), best:    9734/10000 (97.34%), error:       922.07111, best error:       864.23328 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.0453796387s, input_fired_time: 1.5685609579, output_fired_time: 1.2789490223, propagate_forward_time: 49.5664710999, propagate_backward_time: 80.9295883179, weight_update_time: 0.1247245148, other_time: 2.7018203735
epoch time: 10.5996255875s, input_fired_time: 0.1882391274, output_fired_time: 0.0000000000, propagate_forward_time: 9.9243669510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870195389
validation[          , genome  7107] predictions:    9731/  10000 (97.31%), best:    9734/10000 (97.34%), error:       874.22046, best error:       864.23328 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 132.9009552002s, input_fired_time: 1.5485278368, output_fired_time: 1.2498830557, propagate_forward_time: 48.2770919800, propagate_backward_time: 79.1625213623, weight_update_time: 0.1223390475, other_time: 2.6629409790
epoch time: 11.3420581818s, input_fired_time: 0.1964281350, output_fired_time: 0.0000000000, propagate_forward_time: 10.6368169785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088129044
validation[          , genome  7107] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       879.23956, best error:       864.23328 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 204.1516876221s, input_fired_time: 1.9333217144, output_fired_time: 1.9263889790, propagate_forward_time: 77.5168762207, propagate_backward_time: 119.5749588013, weight_update_time: 0.1381866336, other_time: 3.2001419067
epoch time: 15.4184551239s, input_fired_time: 0.2018063217, output_fired_time: 0.0000000000, propagate_forward_time: 14.6902647018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263843536
validation[          , genome  7107] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       843.92847, best error:       843.92847 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 183.5398712158s, input_fired_time: 2.3335664272, output_fired_time: 1.7850947380, propagate_forward_time: 68.5232543945, propagate_backward_time: 107.1435852051, weight_update_time: 0.3767530918, other_time: 3.7543640137
epoch time: 14.9855566025s, input_fired_time: 0.1972176433, output_fired_time: 0.0000000000, propagate_forward_time: 14.0282487869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7600898743
validation[          , genome  7107] predictions:    9714/  10000 (97.14%), best:    9740/10000 (97.40%), error:       949.45197, best error:       843.92847 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 180.7554931641s, input_fired_time: 1.8229714632, output_fired_time: 2.0222573280, propagate_forward_time: 68.9642181396, propagate_backward_time: 104.4754257202, weight_update_time: 0.1250941306, other_time: 3.4706192017
epoch time: 13.8701353073s, input_fired_time: 0.1875607073, output_fired_time: 0.0000000000, propagate_forward_time: 12.9457359314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7368383408
validation[          , genome  7107] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       808.44482, best error:       808.44482 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 196.3197326660s, input_fired_time: 2.6490595341, output_fired_time: 1.6141142845, propagate_forward_time: 69.6207504272, propagate_backward_time: 117.8183975220, weight_update_time: 0.1332135350, other_time: 4.6174011230
epoch time: 16.2192916870s, input_fired_time: 0.2074634582, output_fired_time: 0.0000000000, propagate_forward_time: 15.4750671387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367603302
validation[          , genome  7107] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       823.46881, best error:       808.44482 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 201.9759979248s, input_fired_time: 2.4217424393, output_fired_time: 2.1567761898, propagate_forward_time: 73.7324752808, propagate_backward_time: 119.7405700684, weight_update_time: 0.1365456134, other_time: 3.9244461060
epoch time: 12.6837053299s, input_fired_time: 0.1760113835, output_fired_time: 0.0000000000, propagate_forward_time: 11.5487546921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9589395523
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       735.26196, best error:       735.26196 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 203.9028167725s, input_fired_time: 2.4344334602, output_fired_time: 1.4142732620, propagate_forward_time: 78.0008621216, propagate_backward_time: 118.3546142578, weight_update_time: 0.1378517598, other_time: 3.6986312866
epoch time: 16.9408702850s, input_fired_time: 0.2135456204, output_fired_time: 0.0000000000, propagate_forward_time: 16.1761989594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511264801
validation[          , genome  7107] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       820.16254, best error:       735.26196 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 203.6844940186s, input_fired_time: 2.4298636913, output_fired_time: 2.1704666615, propagate_forward_time: 77.7083129883, propagate_backward_time: 117.6830749512, weight_update_time: 0.1375010163, other_time: 3.6927642822
epoch time: 16.5038490295s, input_fired_time: 0.2109998763, output_fired_time: 0.0000000000, propagate_forward_time: 15.2479724884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0448760986
validation[          , genome  7107] predictions:    9717/  10000 (97.17%), best:    9780/10000 (97.80%), error:       893.33746, best error:       735.26196 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 209.8781127930s, input_fired_time: 1.9631534815, output_fired_time: 1.7045515776, propagate_forward_time: 77.1427383423, propagate_backward_time: 125.0680236816, weight_update_time: 0.1411854178, other_time: 3.9996643066
epoch time: 14.4701509476s, input_fired_time: 0.1943893731, output_fired_time: 0.0000000000, propagate_forward_time: 13.7708253860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049362183
validation[          , genome  7107] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       817.57550, best error:       735.26196 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 214.6039886475s, input_fired_time: 2.4860353470, output_fired_time: 2.2354862690, propagate_forward_time: 80.8688964844, propagate_backward_time: 124.9771118164, weight_update_time: 0.1433599293, other_time: 4.0364532471
epoch time: 16.6873760223s, input_fired_time: 0.2144472450, output_fired_time: 0.0000000000, propagate_forward_time: 15.9203596115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525693893
validation[          , genome  7107] predictions:    9681/  10000 (96.81%), best:    9780/10000 (97.80%), error:       990.43176, best error:       735.26196 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 214.7374114990s, input_fired_time: 2.2388877869, output_fired_time: 1.7409825325, propagate_forward_time: 76.5658111572, propagate_backward_time: 130.6412506104, weight_update_time: 0.1440588534, other_time: 3.5504760742
epoch time: 16.5789546967s, input_fired_time: 0.2089237124, output_fired_time: 0.0000000000, propagate_forward_time: 15.8309154510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391159058
validation[          , genome  7107] predictions:    9727/  10000 (97.27%), best:    9780/10000 (97.80%), error:       877.25800, best error:       735.26196 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 224.5363464355s, input_fired_time: 2.7850868702, output_fired_time: 2.0443005562, propagate_forward_time: 83.8197097778, propagate_backward_time: 131.2442169189, weight_update_time: 0.1492485404, other_time: 4.6430511475
epoch time: 17.5651893616s, input_fired_time: 0.2227197438, output_fired_time: 0.0000000000, propagate_forward_time: 16.7788963318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635738373
validation[          , genome  7107] predictions:    9747/  10000 (97.47%), best:    9780/10000 (97.80%), error:       817.40967, best error:       735.26196 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 224.1712951660s, input_fired_time: 3.0369777679, output_fired_time: 2.0492191315, propagate_forward_time: 82.0169219971, propagate_backward_time: 132.9276885986, weight_update_time: 0.1490129381, other_time: 4.1404876709
epoch time: 16.8052558899s, input_fired_time: 0.2137734145, output_fired_time: 0.0000000000, propagate_forward_time: 16.0447998047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466823578
validation[          , genome  7107] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       770.34796, best error:       735.26196 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.0170898438s, input_fired_time: 1.6242702007, output_fired_time: 1.5778847933, propagate_forward_time: 53.8287620544, propagate_backward_time: 86.2045974731, weight_update_time: 0.1291640550, other_time: 2.7815780640
epoch time: 11.2433443069s, input_fired_time: 0.1984157711, output_fired_time: 0.0000000000, propagate_forward_time: 10.5408048630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041236877
validation[          , genome  7107] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       809.07397, best error:       735.26196 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 144.2550506592s, input_fired_time: 1.6309399605, output_fired_time: 1.3304592371, propagate_forward_time: 52.9632148743, propagate_backward_time: 85.5294570923, weight_update_time: 0.1306458116, other_time: 2.8009872437
epoch time: 11.4728021622s, input_fired_time: 0.2004720122, output_fired_time: 0.0000000000, propagate_forward_time: 10.7592077255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131225586
validation[          , genome  7107] predictions:    9747/  10000 (97.47%), best:    9780/10000 (97.80%), error:       804.36926, best error:       735.26196 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 143.1631622314s, input_fired_time: 1.6217254400, output_fired_time: 1.3328670263, propagate_forward_time: 52.5051612854, propagate_backward_time: 84.9105453491, weight_update_time: 0.1304333806, other_time: 2.7928695679
epoch time: 11.0316791534s, input_fired_time: 0.1968761235, output_fired_time: 0.0000000000, propagate_forward_time: 10.3420581818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927444458
validation[          , genome  7107] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       780.46802, best error:       735.26196 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.8862304688s, input_fired_time: 1.6028470993, output_fired_time: 1.2961596251, propagate_forward_time: 50.9846954346, propagate_backward_time: 82.2891540527, weight_update_time: 0.1255191267, other_time: 2.7133789063
epoch time: 9.9440279007s, input_fired_time: 0.1837861538, output_fired_time: 0.0000000000, propagate_forward_time: 9.2957983017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644432068
validation[          , genome  7107] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       856.91364, best error:       735.26196 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.2368621826s, input_fired_time: 1.6188825369, output_fired_time: 1.3210792542, propagate_forward_time: 52.1616706848, propagate_backward_time: 84.3781280518, weight_update_time: 0.1285081953, other_time: 2.7571105957
epoch time: 10.7535161972s, input_fired_time: 0.1926009208, output_fired_time: 0.0000000000, propagate_forward_time: 10.0703363419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905786514
validation[          , genome  7107] predictions:    9705/  10000 (97.05%), best:    9780/10000 (97.80%), error:       872.54724, best error:       735.26196 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 140.0978088379s, input_fired_time: 1.6120644808, output_fired_time: 1.3078956604, propagate_forward_time: 51.5335769653, propagate_backward_time: 82.9091262817, weight_update_time: 0.1268825233, other_time: 2.7351531982
epoch time: 9.3969984055s, input_fired_time: 0.1777137518, output_fired_time: 0.0000000000, propagate_forward_time: 8.7661771774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531078339
validation[          , genome  7107] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       829.17816, best error:       735.26196 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 134.7656860352s, input_fired_time: 1.5745432377, output_fired_time: 1.2663056850, propagate_forward_time: 49.0331497192, propagate_backward_time: 80.2198867798, weight_update_time: 0.1236011237, other_time: 2.6717987061
epoch time: 9.8190603256s, input_fired_time: 0.1833560914, output_fired_time: 0.0000000000, propagate_forward_time: 9.1701145172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655895233
validation[          , genome  7107] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       802.45801, best error:       735.26196 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 136.8254089355s, input_fired_time: 1.5911155939, output_fired_time: 1.2721215487, propagate_forward_time: 50.0618095398, propagate_backward_time: 81.1946334839, weight_update_time: 0.1251576692, other_time: 2.7057266235
epoch time: 9.2200250626s, input_fired_time: 0.1773543507, output_fired_time: 0.0000000000, propagate_forward_time: 8.5944128036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482574463
validation[          , genome  7107] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       831.94910, best error:       735.26196 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 127.6755828857s, input_fired_time: 1.5343266726, output_fired_time: 1.2064000368, propagate_forward_time: 46.2880363464, propagate_backward_time: 76.0678558350, weight_update_time: 0.1176275536, other_time: 2.5789642334
epoch time: 8.9142341614s, input_fired_time: 0.1722849011, output_fired_time: 0.0000000000, propagate_forward_time: 8.3041124344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378366470
validation[          , genome  7107] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       837.15607, best error:       735.26196 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 130.2775268555s, input_fired_time: 1.5472494364, output_fired_time: 1.2309287786, propagate_forward_time: 47.2300643921, propagate_backward_time: 77.6576309204, weight_update_time: 0.1199715361, other_time: 2.6116485596
epoch time: 10.2228336334s, input_fired_time: 0.1889477521, output_fired_time: 0.0000000000, propagate_forward_time: 9.5579700470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759159088
validation[          , genome  7107] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       675.36304, best error:       675.36304 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 131.1708679199s, input_fired_time: 1.5572458506, output_fired_time: 1.2385393381, propagate_forward_time: 47.6075782776, propagate_backward_time: 78.1407928467, weight_update_time: 0.1204733029, other_time: 2.6267089844
epoch time: 10.4884624481s, input_fired_time: 0.1907351464, output_fired_time: 0.0000000000, propagate_forward_time: 9.8156185150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821090698
validation[          , genome  7107] predictions:    9743/  10000 (97.43%), best:    9788/10000 (97.88%), error:       801.94659, best error:       675.36304 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 139.2851257324s, input_fired_time: 1.6064667702, output_fired_time: 1.2958542109, propagate_forward_time: 50.9110450745, propagate_backward_time: 82.7377929688, weight_update_time: 0.1270141602, other_time: 2.7339782715
epoch time: 11.1723766327s, input_fired_time: 0.1984531879, output_fired_time: 0.0000000000, propagate_forward_time: 10.4729471207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009765625
validation[          , genome  7107] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       756.04303, best error:       675.36304 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 136.8159637451s, input_fired_time: 1.5939953327, output_fired_time: 1.2821462154, propagate_forward_time: 49.9736251831, propagate_backward_time: 81.2605667114, weight_update_time: 0.1249881759, other_time: 2.7056274414
epoch time: 10.5117740631s, input_fired_time: 0.1923295259, output_fired_time: 0.0000000000, propagate_forward_time: 9.8365821838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828624725
validation[          , genome  7107] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       737.66870, best error:       675.36304 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.5070495605s, input_fired_time: 1.5789409876, output_fired_time: 1.2598435879, propagate_forward_time: 48.9943199158, propagate_backward_time: 80.0007553101, weight_update_time: 0.1235319972, other_time: 2.6731948853
epoch time: 11.0874347687s, input_fired_time: 0.1978540719, output_fired_time: 0.0000000000, propagate_forward_time: 10.3924407959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971399307
validation[          , genome  7107] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       673.98083, best error:       673.98083 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 134.7494506836s, input_fired_time: 1.5794681311, output_fired_time: 1.2658311129, propagate_forward_time: 49.0282402039, propagate_backward_time: 80.2041168213, weight_update_time: 0.1232068464, other_time: 2.6717834473
epoch time: 11.3594913483s, input_fired_time: 0.2005339861, output_fired_time: 0.0000000000, propagate_forward_time: 10.6544284821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045289993
validation[          , genome  7107] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       837.79669, best error:       673.98083 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.2798156738s, input_fired_time: 1.5745320320, output_fired_time: 1.2502787113, propagate_forward_time: 48.5805931091, propagate_backward_time: 79.2175521851, weight_update_time: 0.1223630384, other_time: 2.6568527222
epoch time: 9.5401878357s, input_fired_time: 0.1814550459, output_fired_time: 0.0000000000, propagate_forward_time: 8.9006843567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580488205
validation[          , genome  7107] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       717.20709, best error:       673.98083 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 131.4855346680s, input_fired_time: 1.5633281469, output_fired_time: 1.2396501303, propagate_forward_time: 47.9520339966, propagate_backward_time: 78.1010131836, weight_update_time: 0.1212458760, other_time: 2.6295089722
epoch time: 10.4223470688s, input_fired_time: 0.1894991845, output_fired_time: 0.0000000000, propagate_forward_time: 9.7537870407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790611267
validation[          , genome  7107] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       774.74377, best error:       673.98083 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 139.6567840576s, input_fired_time: 1.6140900850, output_fired_time: 1.3124686480, propagate_forward_time: 51.1121978760, propagate_backward_time: 82.8836898804, weight_update_time: 0.1268738359, other_time: 2.7343368530
epoch time: 10.8785362244s, input_fired_time: 0.1974511445, output_fired_time: 0.0000000000, propagate_forward_time: 10.1837682724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973163605
validation[          , genome  7107] predictions:    9710/  10000 (97.10%), best:    9786/10000 (97.86%), error:       917.81482, best error:       673.98083 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 132.2680358887s, input_fired_time: 1.5685957670, output_fired_time: 1.2441939116, propagate_forward_time: 47.9503479004, propagate_backward_time: 78.8665847778, weight_update_time: 0.1212940589, other_time: 2.6383285522
epoch time: 11.2730150223s, input_fired_time: 0.2002626359, output_fired_time: 0.0000000000, propagate_forward_time: 10.5672550201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054969788
validation[          , genome  7107] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       769.72467, best error:       673.98083 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 128.2023620605s, input_fired_time: 1.5423686504, output_fired_time: 1.2056937218, propagate_forward_time: 46.3403358459, propagate_backward_time: 76.5067520142, weight_update_time: 0.1190744936, other_time: 2.6072158813
epoch time: 9.3805618286s, input_fired_time: 0.1810146719, output_fired_time: 0.0000000000, propagate_forward_time: 8.7424631119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570837021
validation[          , genome  7107] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       731.46704, best error:       673.98083 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 142.4272766113s, input_fired_time: 1.8195482492, output_fired_time: 1.4921792746, propagate_forward_time: 50.6711807251, propagate_backward_time: 85.5360641479, weight_update_time: 0.1222396791, other_time: 2.9083099365
epoch time: 17.2154846191s, input_fired_time: 0.2200650275, output_fired_time: 0.0000000000, propagate_forward_time: 15.9356918335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0597286224
validation[          , genome  7107] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       753.65033, best error:       673.98083 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 190.9129943848s, input_fired_time: 2.1381201744, output_fired_time: 2.3245201111, propagate_forward_time: 71.1308441162, propagate_backward_time: 111.7599487305, weight_update_time: 0.1300615519, other_time: 3.5595550537
epoch time: 16.2769336700s, input_fired_time: 0.2126495689, output_fired_time: 0.0000000000, propagate_forward_time: 15.5257081985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385751724
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       704.07617, best error:       673.98083 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 216.8065948486s, input_fired_time: 2.0122194290, output_fired_time: 2.2430846691, propagate_forward_time: 79.8073806763, propagate_backward_time: 128.4248352051, weight_update_time: 0.1442994177, other_time: 4.3190612793
epoch time: 17.7674827576s, input_fired_time: 0.4739659429, output_fired_time: 0.0000000000, propagate_forward_time: 16.7262458801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672702789
validation[          , genome  7107] predictions:    9737/  10000 (97.37%), best:    9786/10000 (97.86%), error:       786.95801, best error:       673.98083 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 186.0581512451s, input_fired_time: 1.6193939447, output_fired_time: 2.3169529438, propagate_forward_time: 67.0988998413, propagate_backward_time: 110.7513122559, weight_update_time: 0.1278462261, other_time: 4.2715835571
epoch time: 12.6753358841s, input_fired_time: 0.1816793233, output_fired_time: 0.0000000000, propagate_forward_time: 11.7836513519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100048065
validation[          , genome  7107] predictions:    9768/  10000 (97.68%), best:    9786/10000 (97.86%), error:       750.76801, best error:       673.98083 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 174.5090026855s, input_fired_time: 2.0659110546, output_fired_time: 1.7363225222, propagate_forward_time: 62.8465957642, propagate_backward_time: 103.9467773438, weight_update_time: 0.3717073202, other_time: 3.9133834839
epoch time: 13.3352994919s, input_fired_time: 0.1883082688, output_fired_time: 0.0000000000, propagate_forward_time: 12.6676864624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793043137
validation[          , genome  7107] predictions:    9691/  10000 (96.91%), best:    9786/10000 (97.86%), error:      1026.62378, best error:       673.98083 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 163.7792358398s, input_fired_time: 2.2681250572, output_fired_time: 1.4141680002, propagate_forward_time: 61.0299415588, propagate_backward_time: 96.2555694580, weight_update_time: 0.1163623556, other_time: 2.8114318848
epoch time: 11.1826620102s, input_fired_time: 0.1707386971, output_fired_time: 0.0000000000, propagate_forward_time: 10.3292713165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826515198
validation[          , genome  7107] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       748.41455, best error:       673.98083 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 163.0794525146s, input_fired_time: 2.5174257755, output_fired_time: 1.6606920958, propagate_forward_time: 59.5564231873, propagate_backward_time: 96.2933197021, weight_update_time: 0.1155114248, other_time: 3.0515899658
epoch time: 13.0101461411s, input_fired_time: 0.4354158342, output_fired_time: 0.0000000000, propagate_forward_time: 12.1045579910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701719284
validation[          , genome  7107] predictions:    9716/  10000 (97.16%), best:    9786/10000 (97.86%), error:       870.49353, best error:       673.98083 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 160.3535156250s, input_fired_time: 2.0037848949, output_fired_time: 1.3946712017, propagate_forward_time: 52.7961807251, propagate_backward_time: 101.1353149414, weight_update_time: 0.1141085476, other_time: 3.0235671997
epoch time: 12.0086650848s, input_fired_time: 0.1754737645, output_fired_time: 0.0000000000, propagate_forward_time: 11.3845176697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486732483
validation[          , genome  7107] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       733.69232, best error:       673.98083 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.8915710449s, input_fired_time: 1.7535438538, output_fired_time: 1.6405088902, propagate_forward_time: 55.5602035522, propagate_backward_time: 97.1606140137, weight_update_time: 0.1139068082, other_time: 3.7767105103
epoch time: 12.6304225922s, input_fired_time: 0.1828287393, output_fired_time: 0.0000000000, propagate_forward_time: 11.4907083511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9568853378
validation[          , genome  7107] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       799.10431, best error:       673.98083 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 168.2464599609s, input_fired_time: 2.2961328030, output_fired_time: 1.9457507133, propagate_forward_time: 62.9441528320, propagate_backward_time: 97.7082443237, weight_update_time: 0.6184790134, other_time: 3.3521804810
epoch time: 12.9962987900s, input_fired_time: 0.4363006353, output_fired_time: 0.0000000000, propagate_forward_time: 12.0911655426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688329697
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       715.76874, best error:       673.98083 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 130.5140533447s, input_fired_time: 1.7423319817, output_fired_time: 1.1263601780, propagate_forward_time: 46.3132591248, propagate_backward_time: 78.6092529297, weight_update_time: 0.3614272773, other_time: 2.7228546143
epoch time: 10.5493879318s, input_fired_time: 0.1946059614, output_fired_time: 0.0000000000, propagate_forward_time: 9.8723363876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824457169
validation[          , genome  7107] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       768.27032, best error:       673.98083 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.7642593384s, input_fired_time: 1.5200550556, output_fired_time: 1.1637554169, propagate_forward_time: 44.1796264648, propagate_backward_time: 73.3723983765, weight_update_time: 0.1150859818, other_time: 2.5284194946
epoch time: 11.1794977188s, input_fired_time: 0.2028968483, output_fired_time: 0.0000000000, propagate_forward_time: 10.4741163254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024843216
validation[          , genome  7107] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       669.65948, best error:       669.65948 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 126.1572113037s, input_fired_time: 1.5437170267, output_fired_time: 1.1896197796, propagate_forward_time: 45.4330291748, propagate_backward_time: 75.4315948486, weight_update_time: 0.1170367002, other_time: 2.5592498779
epoch time: 10.2741327286s, input_fired_time: 0.1921514124, output_fired_time: 0.0000000000, propagate_forward_time: 9.6060943604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758872986
validation[          , genome  7107] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       693.83527, best error:       669.65948 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.1040191650s, input_fired_time: 1.5916318893, output_fired_time: 1.2546672821, propagate_forward_time: 48.8095626831, propagate_backward_time: 79.7814102173, weight_update_time: 0.1227532476, other_time: 2.6667480469
epoch time: 10.1147851944s, input_fired_time: 0.1894418448, output_fired_time: 0.0000000000, propagate_forward_time: 9.4546194077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707241058
validation[          , genome  7107] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       664.87457, best error:       664.87457 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.6072692871s, input_fired_time: 1.5105080605, output_fired_time: 1.1503449678, propagate_forward_time: 43.7311820984, propagate_backward_time: 72.7048873901, weight_update_time: 0.1142835841, other_time: 2.5103530884
epoch time: 10.3017482758s, input_fired_time: 0.1925583780, output_fired_time: 0.0000000000, propagate_forward_time: 9.6311340332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780559540
validation[          , genome  7107] predictions:    9761/  10000 (97.61%), best:    9796/10000 (97.96%), error:       761.40240, best error:       664.87457 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.8878784180s, input_fired_time: 1.5009009838, output_fired_time: 1.1375688314, propagate_forward_time: 42.9656715393, propagate_backward_time: 71.8006286621, weight_update_time: 0.1126467288, other_time: 2.4831085205
epoch time: 9.2216119766s, input_fired_time: 0.1798831373, output_fired_time: 0.0000000000, propagate_forward_time: 8.5962476730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454813004
validation[          , genome  7107] predictions:    9790/  10000 (97.90%), best:    9796/10000 (97.96%), error:       676.69019, best error:       664.87457 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 114.5990447998s, input_fired_time: 1.4699697495, output_fired_time: 1.0975921154, propagate_forward_time: 40.7568206787, propagate_backward_time: 68.8638763428, weight_update_time: 0.1082716659, other_time: 2.4107818604
epoch time: 8.3083047867s, input_fired_time: 0.1707227975, output_fired_time: 0.0000000000, propagate_forward_time: 7.7164745331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211072922
validation[          , genome  7107] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       661.92023, best error:       661.92023 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.1747207642s, input_fired_time: 1.4733663797, output_fired_time: 1.0990822315, propagate_forward_time: 41.0135841370, propagate_backward_time: 69.1671371460, weight_update_time: 0.1089935750, other_time: 2.4215469360
epoch time: 8.6702833176s, input_fired_time: 0.1733365804, output_fired_time: 0.0000000000, propagate_forward_time: 8.0641136169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328327179
validation[          , genome  7107] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       679.94226, best error:       661.92023 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 115.4679565430s, input_fired_time: 1.4771684408, output_fired_time: 1.1027281284, propagate_forward_time: 41.1795501709, propagate_backward_time: 69.2809066772, weight_update_time: 0.1093013138, other_time: 2.4276046753
epoch time: 10.0941667557s, input_fired_time: 0.1899430752, output_fired_time: 0.0000000000, propagate_forward_time: 9.4343347549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698886871
validation[          , genome  7107] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       771.34088, best error:       661.92023 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.7726745605s, input_fired_time: 1.4570221901, output_fired_time: 1.0724914074, propagate_forward_time: 39.6523094177, propagate_backward_time: 67.2069168091, weight_update_time: 0.1065856367, other_time: 2.3839340210
epoch time: 8.7347240448s, input_fired_time: 0.1753180325, output_fired_time: 0.0000000000, propagate_forward_time: 8.1258077621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335985184
validation[          , genome  7107] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       695.13660, best error:       661.92023 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.1520156860s, input_fired_time: 1.4735896587, output_fired_time: 1.0914952755, propagate_forward_time: 40.7202186584, propagate_backward_time: 68.4513854980, weight_update_time: 0.1083847955, other_time: 2.4153289795
epoch time: 8.9886140823s, input_fired_time: 0.1786169261, output_fired_time: 0.0000000000, propagate_forward_time: 8.3707094193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392881393
validation[          , genome  7107] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       703.48792, best error:       661.92023 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 114.7405471802s, input_fired_time: 1.4729458094, output_fired_time: 1.0976449251, propagate_forward_time: 40.9299697876, propagate_backward_time: 68.8235702515, weight_update_time: 0.1088195220, other_time: 2.4164123535
epoch time: 9.3785963058s, input_fired_time: 0.1834200919, output_fired_time: 0.0000000000, propagate_forward_time: 8.7452611923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499149323
validation[          , genome  7107] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       758.84979, best error:       661.92023 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 116.3610305786s, input_fired_time: 1.4855066538, output_fired_time: 1.1097810268, propagate_forward_time: 41.5570755005, propagate_backward_time: 69.7581939697, weight_update_time: 0.1103038117, other_time: 2.4504776001
epoch time: 8.9523754120s, input_fired_time: 0.1769181192, output_fired_time: 0.0000000000, propagate_forward_time: 8.3361463547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393110275
validation[          , genome  7107] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       731.51385, best error:       661.92023 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.6730194092s, input_fired_time: 1.5088343620, output_fired_time: 1.1403151751, propagate_forward_time: 42.9651260376, propagate_backward_time: 71.5693511963, weight_update_time: 0.1127896234, other_time: 2.4893951416
epoch time: 13.4215593338s, input_fired_time: 0.4426254928, output_fired_time: 0.0000000000, propagate_forward_time: 12.4994316101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795026779
validation[          , genome  7107] predictions:    9756/  10000 (97.56%), best:    9794/10000 (97.94%), error:       807.58557, best error:       661.92023 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 178.8677673340s, input_fired_time: 1.8517677784, output_fired_time: 2.0060083866, propagate_forward_time: 64.3913116455, propagate_backward_time: 107.4220275879, weight_update_time: 0.1236293018, other_time: 3.1966552734
epoch time: 11.7916784286s, input_fired_time: 0.1776988953, output_fired_time: 0.0000000000, propagate_forward_time: 10.9236335754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6903457642
validation[          , genome  7107] predictions:    9770/  10000 (97.70%), best:    9794/10000 (97.94%), error:       771.21753, best error:       661.92023 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 163.5821685791s, input_fired_time: 2.7820477486, output_fired_time: 2.1626996994, propagate_forward_time: 61.3336715698, propagate_backward_time: 94.0021820068, weight_update_time: 0.1151826978, other_time: 3.3015670776
epoch time: 15.4411401749s, input_fired_time: 0.2106640339, output_fired_time: 0.0000000000, propagate_forward_time: 14.2074613571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0230150223
validation[          , genome  7107] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       717.08069, best error:       661.92023 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 196.1519317627s, input_fired_time: 2.1859879494, output_fired_time: 1.6178562641, propagate_forward_time: 71.4683303833, propagate_backward_time: 116.5051498413, weight_update_time: 0.1336778700, other_time: 4.3746032715
epoch time: 20.9203605652s, input_fired_time: 0.5062320232, output_fired_time: 0.0000000000, propagate_forward_time: 19.7786293030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354999542
validation[          , genome  7107] predictions:    9656/  10000 (96.56%), best:    9794/10000 (97.94%), error:      1056.90833, best error:       661.92023 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 199.1818389893s, input_fired_time: 2.6991631985, output_fired_time: 1.3828098774, propagate_forward_time: 74.1410293579, propagate_backward_time: 117.0544052124, weight_update_time: 0.1347975433, other_time: 3.9044342041
epoch time: 19.2446155548s, input_fired_time: 0.2428621054, output_fired_time: 0.0000000000, propagate_forward_time: 18.1478443146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8539085388
validation[          , genome  7107] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       758.92554, best error:       661.92023 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 196.4097747803s, input_fired_time: 2.4404058456, output_fired_time: 1.6160018444, propagate_forward_time: 71.0484237671, propagate_backward_time: 117.6705398560, weight_update_time: 0.1337736547, other_time: 3.6344146729
epoch time: 12.7175426483s, input_fired_time: 0.4355264604, output_fired_time: 0.0000000000, propagate_forward_time: 11.8199138641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621019363
validation[          , genome  7107] predictions:    9795/  10000 (97.95%), best:    9794/10000 (97.94%), error:       663.30322, best error:       661.92023 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 190.3186645508s, input_fired_time: 2.1609661579, output_fired_time: 2.0817849636, propagate_forward_time: 68.0192413330, propagate_backward_time: 114.4993515015, weight_update_time: 0.1295449138, other_time: 3.5573196411
epoch time: 15.0597581863s, input_fired_time: 0.2072683871, output_fired_time: 0.0000000000, propagate_forward_time: 14.0920057297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7604837418
validation[          , genome  7107] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       674.92688, best error:       661.92023 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 208.6497344971s, input_fired_time: 1.9936840534, output_fired_time: 1.4455587864, propagate_forward_time: 75.6451492310, propagate_backward_time: 125.8273544312, weight_update_time: 0.1399058253, other_time: 3.7379837036
epoch time: 17.9823017120s, input_fired_time: 0.2311488837, output_fired_time: 0.0000000000, propagate_forward_time: 16.9277153015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8234367371
validation[          , genome  7107] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       708.89447, best error:       661.92023 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 206.7090911865s, input_fired_time: 1.9890238047, output_fired_time: 2.4335591793, propagate_forward_time: 74.1343841553, propagate_backward_time: 123.9183578491, weight_update_time: 0.1393191367, other_time: 4.2337570190
epoch time: 15.3486814499s, input_fired_time: 0.2100322247, output_fired_time: 0.0000000000, propagate_forward_time: 14.1182289124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0204200745
validation[          , genome  7107] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       675.78381, best error:       661.92023 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 193.6231384277s, input_fired_time: 2.4287066460, output_fired_time: 2.0998697281, propagate_forward_time: 71.1781311035, propagate_backward_time: 113.3123397827, weight_update_time: 0.1317619681, other_time: 4.6040878296
epoch time: 15.6069784164s, input_fired_time: 0.2118272185, output_fired_time: 0.0000000000, propagate_forward_time: 14.6237335205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7714176178
validation[          , genome  7107] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       751.32855, best error:       661.92023 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 210.3791656494s, input_fired_time: 2.0028419495, output_fired_time: 1.7028123140, propagate_forward_time: 76.6153945923, propagate_backward_time: 126.5578002930, weight_update_time: 0.3908672333, other_time: 3.5003051758
epoch time: 17.0601902008s, input_fired_time: 0.2250360548, output_fired_time: 0.0000000000, propagate_forward_time: 16.2796230316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555305481
validation[          , genome  7107] predictions:    9788/  10000 (97.88%), best:    9794/10000 (97.94%), error:       710.94397, best error:       661.92023 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 206.7542877197s, input_fired_time: 2.2411394119, output_fired_time: 1.9266964197, propagate_forward_time: 76.0485687256, propagate_backward_time: 123.0569152832, weight_update_time: 0.1392234713, other_time: 3.4809722900
epoch time: 15.5433712006s, input_fired_time: 0.4609523416, output_fired_time: 0.0000000000, propagate_forward_time: 14.5625686646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198497772
validation[          , genome  7107] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       823.59760, best error:       661.92023 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 205.7149810791s, input_fired_time: 2.2505426407, output_fired_time: 2.1940586567, propagate_forward_time: 75.5596313477, propagate_backward_time: 121.7252273560, weight_update_time: 0.1395249814, other_time: 3.9855117798
epoch time: 11.8302364349s, input_fired_time: 0.2139962018, output_fired_time: 0.0000000000, propagate_forward_time: 11.0946283340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216121674
validation[          , genome  7107] predictions:    9755/  10000 (97.55%), best:    9794/10000 (97.94%), error:       796.83459, best error:       661.92023 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 137.0062561035s, input_fired_time: 1.6295572519, output_fired_time: 1.2801089287, propagate_forward_time: 50.0322494507, propagate_backward_time: 81.3463745117, weight_update_time: 0.1250614077, other_time: 2.7179641724
epoch time: 10.3698940277s, input_fired_time: 0.1956534833, output_fired_time: 0.0000000000, propagate_forward_time: 9.6934833527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807567596
validation[          , genome  7107] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       738.79468, best error:       661.92023 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.4287567139s, input_fired_time: 1.5835562944, output_fired_time: 1.2171024084, propagate_forward_time: 46.9626655579, propagate_backward_time: 77.0311508179, weight_update_time: 0.1205275580, other_time: 2.6342849731
epoch time: 12.1832733154s, input_fired_time: 0.2182786167, output_fired_time: 0.0000000000, propagate_forward_time: 11.4358530045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291414261
validation[          , genome  7107] predictions:    9703/  10000 (97.03%), best:    9794/10000 (97.94%), error:       929.00153, best error:       661.92023 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 140.0417175293s, input_fired_time: 1.6503154039, output_fired_time: 1.3124055862, propagate_forward_time: 51.2727622986, propagate_backward_time: 83.0524444580, weight_update_time: 0.1274222434, other_time: 2.7537841797
epoch time: 10.6932554245s, input_fired_time: 0.2017663121, output_fired_time: 0.0000000000, propagate_forward_time: 10.0023422241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891471863
validation[          , genome  7107] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       719.39142, best error:       661.92023 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 140.6682128906s, input_fired_time: 1.6513206959, output_fired_time: 1.3090698719, propagate_forward_time: 51.2002449036, propagate_backward_time: 83.7483673096, weight_update_time: 0.1279234588, other_time: 2.7592163086
epoch time: 11.9754610062s, input_fired_time: 0.2162341177, output_fired_time: 0.0000000000, propagate_forward_time: 11.2348375320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243892670
validation[          , genome  7107] predictions:    9743/  10000 (97.43%), best:    9794/10000 (97.94%), error:       791.60999, best error:       661.92023 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 141.2672424316s, input_fired_time: 1.6603213549, output_fired_time: 1.3259232044, propagate_forward_time: 51.7868957520, propagate_backward_time: 83.7136535645, weight_update_time: 0.1290877908, other_time: 2.7804412842
epoch time: 12.0746784210s, input_fired_time: 0.2169422507, output_fired_time: 0.0000000000, propagate_forward_time: 11.3258428574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318937302
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       718.35382, best error:       661.92023 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 138.4105529785s, input_fired_time: 1.6426846981, output_fired_time: 1.2924474478, propagate_forward_time: 50.6807174683, propagate_backward_time: 82.0648193359, weight_update_time: 0.1260689795, other_time: 2.7298812866
epoch time: 11.6207666397s, input_fired_time: 0.2126055360, output_fired_time: 0.0000000000, propagate_forward_time: 10.8937826157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143785477
validation[          , genome  7107] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       701.23242, best error:       661.92023 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 147.0245666504s, input_fired_time: 1.6979653835, output_fired_time: 1.3622037172, propagate_forward_time: 53.9910812378, propagate_backward_time: 87.1057662964, weight_update_time: 0.1337050200, other_time: 2.8675537109
epoch time: 11.2083806992s, input_fired_time: 0.2070421278, output_fired_time: 0.0000000000, propagate_forward_time: 10.4965686798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047702789
validation[          , genome  7107] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       732.39337, best error:       661.92023 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 145.0623779297s, input_fired_time: 1.6853408813, output_fired_time: 1.3475843668, propagate_forward_time: 53.2951049805, propagate_backward_time: 85.9045562744, weight_update_time: 0.1315904856, other_time: 2.8298034668
epoch time: 11.4253559113s, input_fired_time: 0.2112098634, output_fired_time: 0.0000000000, propagate_forward_time: 10.7010860443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130596161
validation[          , genome  7107] predictions:    9713/  10000 (97.13%), best:    9794/10000 (97.94%), error:       930.93982, best error:       661.92023 on epoch:    73, 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: 56.3356285095s, input_fired_time: 1.0269787312, output_fired_time: 0.0000000000, propagate_forward_time: 52.7005844116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6080665588
best training[          , genome  7107] predictions:   49692/  50000 (99.38%), best:    9794/10000 (97.94%), error:      1304.92200, best error:       661.92023 on epoch:    73, 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: 11.0291624069s, input_fired_time: 0.1999123245, output_fired_time: 0.0000000000, propagate_forward_time: 10.3229532242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062971115
   testing[          , genome  7107] predictions:    9819/  10000 (98.19%), best:    9794/10000 (97.94%), error:       597.20258, best error:       661.92023 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:43:55 (5020): called boinc_finish(0)

</stderr_txt>
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