Nameexact_genome_1512568488_44_7048_0
Workunit2606576
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:43:12 UTC
Report deadline19 Dec 2017, 9:06:31 UTC
Received11 Dec 2017, 3:11:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID48518
Run time5 hours 37 min 32 sec
CPU time5 hours 20 min 44 sec
Validate stateValid
Credit2,847.80
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.29 MB
Peak swap size152.86 MB
Peak disk usage2.17 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ss    6: 958
    class    7: 1028
    class    8: 974
    class    9: 1009
loaded images
starting backpropagation!
epoch time: 205.983978271484s, input_fired_time: 2.34064149856567, output_fired_time: 1.81838691234589, propagate_forward_time: 77.4247207641602, propagate_backward_time: 121.114776611328, weight_update_time: 0.172332942485809, other_time: 3.28545379638672
epoch time: 15.1991367340088s, input_fired_time: 0.251041144132614, output_fired_time: 0, propagate_forward_time: 14.274450302124, propagate_backward_time: 0, weight_update_time: 0, other_time: 0.67364501953125
validation[          , genome  7048] predictions:    9729/  10000 (97.29%), best:    9735/10000 (97.35%), error:       939.25482, best error:       905.06952 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 176.2268371582s, input_fired_time: 1.9170719385, output_fired_time: 1.8115078211, propagate_forward_time: 67.0421905518, propagate_backward_time: 102.2853469849, weight_update_time: 0.1649964452, other_time: 3.1707229614
epoch time: 13.4976577759s, input_fired_time: 0.2396669686, output_fired_time: 0.0000000000, propagate_forward_time: 12.6912603378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667304993
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       835.78918, best error:       835.78918 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 173.0043182373s, input_fired_time: 2.0730304718, output_fired_time: 1.7966463566, propagate_forward_time: 65.2914733887, propagate_backward_time: 100.7138137817, weight_update_time: 0.1636340171, other_time: 3.1293563843
epoch time: 13.9468317032s, input_fired_time: 0.2477483898, output_fired_time: 0.0000000000, propagate_forward_time: 13.1253499985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737333298
validation[          , genome  7048] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       934.90295, best error:       835.78918 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 172.2219238281s, input_fired_time: 1.9010716677, output_fired_time: 1.7804634571, propagate_forward_time: 64.8635025024, propagate_backward_time: 100.5224456787, weight_update_time: 0.1636081189, other_time: 3.1544418335
epoch time: 13.8945760727s, input_fired_time: 0.2450865507, output_fired_time: 0.0000000000, propagate_forward_time: 13.0676536560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818357468
validation[          , genome  7048] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1059.21875, best error:       835.78918 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 171.5067749023s, input_fired_time: 1.8810281754, output_fired_time: 1.7851345539, propagate_forward_time: 64.5996398926, propagate_backward_time: 100.1172332764, weight_update_time: 0.1661343277, other_time: 3.1237335205
epoch time: 13.5511636734s, input_fired_time: 0.2401034087, output_fired_time: 0.0000000000, propagate_forward_time: 12.7450742722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659856796
validation[          , genome  7048] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       911.83911, best error:       835.78918 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 172.1005554199s, input_fired_time: 1.8920035362, output_fired_time: 1.7664687634, propagate_forward_time: 64.7980194092, propagate_backward_time: 100.5190200806, weight_update_time: 0.1634849161, other_time: 3.1250534058
epoch time: 14.0002088547s, input_fired_time: 0.2456533164, output_fired_time: 0.0000000000, propagate_forward_time: 13.1785631180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5759925842
validation[          , genome  7048] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       980.56250, best error:       835.78918 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 181.3563232422s, input_fired_time: 2.0152950287, output_fired_time: 1.8601323366, propagate_forward_time: 68.1252365112, propagate_backward_time: 106.0384597778, weight_update_time: 0.1676958501, other_time: 3.3171997070
epoch time: 14.2084217072s, input_fired_time: 0.2607174218, output_fired_time: 0.0000000000, propagate_forward_time: 13.3625173569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851869583
validation[          , genome  7048] predictions:    9670/  10000 (96.70%), best:    9750/10000 (97.50%), error:      1029.59363, best error:       835.78918 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 411.5834045410s, input_fired_time: 2.1013853550, output_fired_time: 1.8814733028, propagate_forward_time: 77.2560272217, propagate_backward_time: 327.0097961426, weight_update_time: 0.1730528176, other_time: 3.3347473145
epoch time: 16.8403816223s, input_fired_time: 0.2513183057, output_fired_time: 0.0000000000, propagate_forward_time: 14.4310884476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1579751968
validation[          , genome  7048] predictions:    9760/  10000 (97.60%), best:    9750/10000 (97.50%), error:       871.34985, best error:       835.78918 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 179.4652099609s, input_fired_time: 2.1393947601, output_fired_time: 1.9931889772, propagate_forward_time: 65.9420852661, propagate_backward_time: 105.4882965088, weight_update_time: 0.1643993109, other_time: 3.9022445679
epoch time: 14.4341220856s, input_fired_time: 0.2393912375, output_fired_time: 0.0000000000, propagate_forward_time: 13.6306390762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640916824
validation[          , genome  7048] predictions:    9745/  10000 (97.45%), best:    9750/10000 (97.50%), error:       859.00244, best error:       835.78918 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 173.2279205322s, input_fired_time: 1.9004133940, output_fired_time: 1.7979850769, propagate_forward_time: 65.1186752319, propagate_backward_time: 101.2534103394, weight_update_time: 0.1673413962, other_time: 3.1574401855
epoch time: 13.5256595612s, input_fired_time: 0.2398223132, output_fired_time: 0.0000000000, propagate_forward_time: 12.7212705612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645666122
validation[          , genome  7048] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       852.30518, best error:       835.78918 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 173.2248992920s, input_fired_time: 1.9187135696, output_fired_time: 1.7905153036, propagate_forward_time: 65.1852264404, propagate_backward_time: 101.1060028076, weight_update_time: 0.1819356084, other_time: 3.2244415283
epoch time: 13.5937566757s, input_fired_time: 0.2634449303, output_fired_time: 0.0000000000, propagate_forward_time: 12.7751398087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551719666
validation[          , genome  7048] predictions:    9635/  10000 (96.35%), best:    9750/10000 (97.50%), error:      1278.52722, best error:       835.78918 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 171.6405487061s, input_fired_time: 1.9111874104, output_fired_time: 1.7845669985, propagate_forward_time: 64.6336364746, propagate_backward_time: 100.1927871704, weight_update_time: 0.1622680277, other_time: 3.1183700562
epoch time: 13.7833576202s, input_fired_time: 0.2426028103, output_fired_time: 0.0000000000, propagate_forward_time: 12.9685163498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722389221
validation[          , genome  7048] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       894.40857, best error:       835.78918 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 170.3586730957s, input_fired_time: 1.8874764442, output_fired_time: 1.7857781649, propagate_forward_time: 64.0363388062, propagate_backward_time: 99.5303573608, weight_update_time: 0.1639129668, other_time: 3.1187133789
epoch time: 13.7832956314s, input_fired_time: 0.2419588417, output_fired_time: 0.0000000000, propagate_forward_time: 12.9718656540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694713593
validation[          , genome  7048] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       860.39038, best error:       835.78918 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 170.8713378906s, input_fired_time: 1.8958382607, output_fired_time: 1.7740974426, propagate_forward_time: 64.2929382324, propagate_backward_time: 99.7814865112, weight_update_time: 0.1795309037, other_time: 3.1269760132
epoch time: 13.9325904846s, input_fired_time: 0.2426777631, output_fired_time: 0.0000000000, propagate_forward_time: 13.1204080582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695047379
validation[          , genome  7048] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       882.88318, best error:       835.78918 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 170.2496643066s, input_fired_time: 1.8863806725, output_fired_time: 1.7687438726, propagate_forward_time: 64.1722488403, propagate_backward_time: 99.3281478882, weight_update_time: 0.1625465304, other_time: 3.0941467285
epoch time: 13.3028326035s, input_fired_time: 0.2406616509, output_fired_time: 0.0000000000, propagate_forward_time: 12.5100135803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521574020
validation[          , genome  7048] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       926.25525, best error:       835.78918 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 171.2497711182s, input_fired_time: 1.9033745527, output_fired_time: 1.7759711742, propagate_forward_time: 64.3766784668, propagate_backward_time: 100.0790710449, weight_update_time: 0.1627936959, other_time: 3.1146697998
epoch time: 13.2258424759s, input_fired_time: 0.2364076674, output_fired_time: 0.0000000000, propagate_forward_time: 12.4296684265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5597667694
validation[          , genome  7048] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       918.10223, best error:       835.78918 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 170.1573486328s, input_fired_time: 1.9126235247, output_fired_time: 1.7473864555, propagate_forward_time: 63.8364639282, propagate_backward_time: 99.5741577148, weight_update_time: 0.1613076776, other_time: 3.0867080688
epoch time: 13.8906316757s, input_fired_time: 0.2433390766, output_fired_time: 0.0000000000, propagate_forward_time: 13.0769987106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702934265
validation[          , genome  7048] predictions:    9657/  10000 (96.57%), best:    9750/10000 (97.50%), error:      1157.72388, best error:       835.78918 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 199.7019500732s, input_fired_time: 1.9234218597, output_fired_time: 1.9981367588, propagate_forward_time: 76.2288818359, propagate_backward_time: 116.1121215820, weight_update_time: 0.1688639373, other_time: 3.4393920898
epoch time: 13.9702968597s, input_fired_time: 0.2455243170, output_fired_time: 0.0000000000, propagate_forward_time: 13.1439886093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807838440
validation[          , genome  7048] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:       987.35364, best error:       835.78918 on epoch:    16, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 164.9599304199s, input_fired_time: 1.8500511646, output_fired_time: 1.6943775415, propagate_forward_time: 61.9465484619, propagate_backward_time: 96.3975601196, weight_update_time: 0.1580298841, other_time: 3.0713882446
epoch time: 13.8437252045s, input_fired_time: 0.2423493564, output_fired_time: 0.0000000000, propagate_forward_time: 13.0313053131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700702667
validation[          , genome  7048] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:       984.75159, best error:       835.78918 on epoch:    16, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 176.0666656494s, input_fired_time: 1.9121859074, output_fired_time: 1.7880618572, propagate_forward_time: 66.2477035522, propagate_backward_time: 102.8015136719, weight_update_time: 0.1644175053, other_time: 3.3172073364
epoch time: 13.4462490082s, input_fired_time: 0.2406384647, output_fired_time: 0.0000000000, propagate_forward_time: 12.6408891678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647211075
validation[          , genome  7048] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       956.76825, best error:       835.78918 on epoch:    16, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 165.9856109619s, input_fired_time: 1.8603538275, output_fired_time: 1.7186132669, propagate_forward_time: 62.0257453918, propagate_backward_time: 97.3160705566, weight_update_time: 0.1593424380, other_time: 3.0648345947
epoch time: 13.8533954620s, input_fired_time: 0.2443784326, output_fired_time: 0.0000000000, propagate_forward_time: 13.0367107391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723066330
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       845.65613, best error:       835.78918 on epoch:    16, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 171.9862365723s, input_fired_time: 1.8885077238, output_fired_time: 1.7744936943, propagate_forward_time: 64.8818283081, propagate_backward_time: 100.3197631836, weight_update_time: 0.1632817984, other_time: 3.1216506958
epoch time: 13.9718017578s, input_fired_time: 0.2419794500, output_fired_time: 0.0000000000, propagate_forward_time: 13.1459627151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838594437
validation[          , genome  7048] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       894.41895, best error:       835.78918 on epoch:    16, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 172.3242340088s, input_fired_time: 1.8871580362, output_fired_time: 1.8106354475, propagate_forward_time: 64.5307693481, propagate_backward_time: 100.9217224121, weight_update_time: 0.1633675694, other_time: 3.1739425659
epoch time: 13.7867383957s, input_fired_time: 0.2440637946, output_fired_time: 0.0000000000, propagate_forward_time: 12.9743070602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683679581
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9750/10000 (97.50%), error:       843.12683, best error:       835.78918 on epoch:    16, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 171.7979278564s, input_fired_time: 1.9066584110, output_fired_time: 1.8033312559, propagate_forward_time: 64.7774734497, propagate_backward_time: 100.1872711182, weight_update_time: 0.1638761461, other_time: 3.1231918335
epoch time: 13.8388805389s, input_fired_time: 0.2488622069, output_fired_time: 0.0000000000, propagate_forward_time: 13.0176763535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723419189
validation[          , genome  7048] predictions:    9742/  10000 (97.42%), best:    9750/10000 (97.50%), error:       881.35297, best error:       835.78918 on epoch:    16, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 172.8850708008s, input_fired_time: 1.9008564949, output_fired_time: 1.7925825119, propagate_forward_time: 65.1888656616, propagate_backward_time: 100.8487091064, weight_update_time: 0.1645575166, other_time: 3.1540451050
epoch time: 12.8494300842s, input_fired_time: 0.2326221466, output_fired_time: 0.0000000000, propagate_forward_time: 12.0695381165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472698212
validation[          , genome  7048] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       853.38281, best error:       835.78918 on epoch:    16, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 178.7455291748s, input_fired_time: 1.9192034006, output_fired_time: 1.8111909628, propagate_forward_time: 69.0919113159, propagate_backward_time: 102.7915573120, weight_update_time: 0.1635871977, other_time: 3.1316680908
epoch time: 13.7801580429s, input_fired_time: 0.2464132309, output_fired_time: 0.0000000000, propagate_forward_time: 12.9635744095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701704025
validation[          , genome  7048] predictions:    9717/  10000 (97.17%), best:    9750/10000 (97.50%), error:       939.59955, best error:       835.78918 on epoch:    16, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 279.3183288574s, input_fired_time: 1.9206066132, output_fired_time: 1.8309197426, propagate_forward_time: 67.4377746582, propagate_backward_time: 205.0204772949, weight_update_time: 0.1626151204, other_time: 3.1085510254
epoch time: 13.9119892120s, input_fired_time: 0.2552282810, output_fired_time: 0.0000000000, propagate_forward_time: 13.0903244019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664367676
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9750/10000 (97.50%), error:       837.56348, best error:       835.78918 on epoch:    16, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 172.2890930176s, input_fired_time: 1.8941605091, output_fired_time: 1.7713983059, propagate_forward_time: 64.6908874512, propagate_backward_time: 100.8084716797, weight_update_time: 0.1628262252, other_time: 3.1241760254
epoch time: 12.7216463089s, input_fired_time: 0.2313834429, output_fired_time: 0.0000000000, propagate_forward_time: 11.9491491318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411138535
validation[          , genome  7048] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       947.60779, best error:       835.78918 on epoch:    16, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 172.0528717041s, input_fired_time: 1.9263377190, output_fired_time: 1.8206989765, propagate_forward_time: 65.0829391479, propagate_backward_time: 100.0843124390, weight_update_time: 0.1631725281, other_time: 3.1385955811
epoch time: 13.8610820770s, input_fired_time: 0.2445457578, output_fired_time: 0.0000000000, propagate_forward_time: 13.0451774597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713586807
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9750/10000 (97.50%), error:       847.12225, best error:       835.78918 on epoch:    16, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 172.9269104004s, input_fired_time: 1.9024841785, output_fired_time: 1.7965428829, propagate_forward_time: 65.8793029785, propagate_backward_time: 100.1903533936, weight_update_time: 0.1646099985, other_time: 3.1582336426
epoch time: 13.2911014557s, input_fired_time: 0.2393871993, output_fired_time: 0.0000000000, propagate_forward_time: 12.4989376068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527763367
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       887.17139, best error:       835.78918 on epoch:    16, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 170.5429992676s, input_fired_time: 1.8838189840, output_fired_time: 1.7506760359, propagate_forward_time: 64.1711807251, propagate_backward_time: 99.6288757324, weight_update_time: 0.1632024348, other_time: 3.1084518433
epoch time: 13.7380704880s, input_fired_time: 0.2606758177, output_fired_time: 0.0000000000, propagate_forward_time: 12.9047870636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726079941
validation[          , genome  7048] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       785.61499, best error:       785.61499 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 172.1234283447s, input_fired_time: 1.9074205160, output_fired_time: 1.7812286615, propagate_forward_time: 64.7966079712, propagate_backward_time: 100.5234451294, weight_update_time: 0.1628361195, other_time: 3.1147155762
epoch time: 13.8244009018s, input_fired_time: 0.2481879741, output_fired_time: 0.0000000000, propagate_forward_time: 13.0061855316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700273514
validation[          , genome  7048] predictions:    9742/  10000 (97.42%), best:    9778/10000 (97.78%), error:       902.77887, best error:       785.61499 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 171.2930145264s, input_fired_time: 1.8983708620, output_fired_time: 1.7777111530, propagate_forward_time: 64.4404373169, propagate_backward_time: 100.0552520752, weight_update_time: 0.1639410555, other_time: 3.1212387085
epoch time: 13.7975673676s, input_fired_time: 0.2459598929, output_fired_time: 0.0000000000, propagate_forward_time: 12.9801921844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714149475
validation[          , genome  7048] predictions:    9731/  10000 (97.31%), best:    9778/10000 (97.78%), error:       950.72565, best error:       785.61499 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 171.6153869629s, input_fired_time: 1.8983027935, output_fired_time: 1.7723559141, propagate_forward_time: 64.6724929810, propagate_backward_time: 100.1581192017, weight_update_time: 0.1630082577, other_time: 3.1141204834
epoch time: 13.7935523987s, input_fired_time: 0.2481767684, output_fired_time: 0.0000000000, propagate_forward_time: 12.9749135971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704622269
validation[          , genome  7048] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       864.57672, best error:       785.61499 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 171.3950653076s, input_fired_time: 1.9280537367, output_fired_time: 1.7714501619, propagate_forward_time: 64.5156250000, propagate_backward_time: 100.0595169067, weight_update_time: 0.1637191772, other_time: 3.1204147339
epoch time: 13.7524681091s, input_fired_time: 0.2460607588, output_fired_time: 0.0000000000, propagate_forward_time: 12.9366970062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697107315
validation[          , genome  7048] predictions:    9750/  10000 (97.50%), best:    9778/10000 (97.78%), error:       807.06720, best error:       785.61499 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 172.7122497559s, input_fired_time: 1.9018964767, output_fired_time: 1.7807822227, propagate_forward_time: 64.8268203735, propagate_backward_time: 101.0395126343, weight_update_time: 0.1649806350, other_time: 3.1632385254
epoch time: 13.7960414886s, input_fired_time: 0.2452079505, output_fired_time: 0.0000000000, propagate_forward_time: 12.9789190292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719146729
validation[          , genome  7048] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       921.26935, best error:       785.61499 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 175.2796630859s, input_fired_time: 2.0491735935, output_fired_time: 1.7925360203, propagate_forward_time: 65.9034881592, propagate_backward_time: 102.3293914795, weight_update_time: 0.1637230664, other_time: 3.2050628662
epoch time: 13.7901659012s, input_fired_time: 0.2467920929, output_fired_time: 0.0000000000, propagate_forward_time: 12.9747562408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686178207
validation[          , genome  7048] predictions:    9715/  10000 (97.15%), best:    9778/10000 (97.78%), error:       947.22968, best error:       785.61499 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 172.1055908203s, input_fired_time: 1.9041149616, output_fired_time: 1.8007407188, propagate_forward_time: 64.6806259155, propagate_backward_time: 100.5778579712, weight_update_time: 0.1642488539, other_time: 3.1422576904
epoch time: 13.3781270981s, input_fired_time: 0.2421225756, output_fired_time: 0.0000000000, propagate_forward_time: 12.5725612640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634431839
validation[          , genome  7048] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       919.12738, best error:       785.61499 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 171.9003906250s, input_fired_time: 1.9182332754, output_fired_time: 1.7636675835, propagate_forward_time: 64.7779541016, propagate_backward_time: 100.3198013306, weight_update_time: 0.1627285630, other_time: 3.1207351685
epoch time: 13.6999034882s, input_fired_time: 0.2474780232, output_fired_time: 0.0000000000, propagate_forward_time: 12.8859014511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665235519
validation[          , genome  7048] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       791.84833, best error:       785.61499 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 169.8413238525s, input_fired_time: 1.9007699490, output_fired_time: 1.7683794498, propagate_forward_time: 63.7249031067, propagate_backward_time: 99.3375244141, weight_update_time: 0.1645581573, other_time: 3.1097412109
epoch time: 13.7985992432s, input_fired_time: 0.2478412241, output_fired_time: 0.0000000000, propagate_forward_time: 12.9788093567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719490051
validation[          , genome  7048] predictions:    9768/  10000 (97.68%), best:    9778/10000 (97.78%), error:       821.98438, best error:       785.61499 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 171.3818054199s, input_fired_time: 1.9032832384, output_fired_time: 1.7865757942, propagate_forward_time: 64.6247329712, propagate_backward_time: 99.9363098145, weight_update_time: 0.1631876528, other_time: 3.1308975220
epoch time: 13.8900690079s, input_fired_time: 0.2520680130, output_fired_time: 0.0000000000, propagate_forward_time: 13.0530080795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849933624
validation[          , genome  7048] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       797.33685, best error:       785.61499 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 190.3114776611s, input_fired_time: 1.9434056282, output_fired_time: 1.9174588919, propagate_forward_time: 78.9383544922, propagate_backward_time: 104.3597412109, weight_update_time: 0.1635175198, other_time: 3.1525115967
epoch time: 13.6517906189s, input_fired_time: 0.2472539544, output_fired_time: 0.0000000000, propagate_forward_time: 12.8398866653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646495819
validation[          , genome  7048] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       821.02942, best error:       785.61499 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 174.0141296387s, input_fired_time: 1.9181935787, output_fired_time: 1.7807371616, propagate_forward_time: 65.2476348877, propagate_backward_time: 101.7707595825, weight_update_time: 0.1657322198, other_time: 3.2968063354
epoch time: 13.6170368195s, input_fired_time: 0.2464020550, output_fired_time: 0.0000000000, propagate_forward_time: 12.7944974899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761375427
validation[          , genome  7048] predictions:    9707/  10000 (97.07%), best:    9778/10000 (97.78%), error:       951.33008, best error:       785.61499 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 173.7214355469s, input_fired_time: 1.9084504843, output_fired_time: 1.7766704559, propagate_forward_time: 64.9198379517, propagate_backward_time: 101.9738464355, weight_update_time: 0.1653152555, other_time: 3.1426315308
epoch time: 13.8614807129s, input_fired_time: 0.2477398664, output_fired_time: 0.0000000000, propagate_forward_time: 13.0411500931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725908279
validation[          , genome  7048] predictions:    9731/  10000 (97.31%), best:    9778/10000 (97.78%), error:       961.69110, best error:       785.61499 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 176.6353149414s, input_fired_time: 2.1397142410, output_fired_time: 1.9480679035, propagate_forward_time: 66.1420669556, propagate_backward_time: 102.8498458862, weight_update_time: 0.1837554425, other_time: 3.5556182861
epoch time: 14.9254188538s, input_fired_time: 0.3079475462, output_fired_time: 0.0000000000, propagate_forward_time: 13.9089546204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085170746
validation[          , genome  7048] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       781.46179, best error:       781.46179 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 181.9053649902s, input_fired_time: 2.2179372311, output_fired_time: 2.0404019356, propagate_forward_time: 67.9760665894, propagate_backward_time: 105.7886734009, weight_update_time: 0.2065941989, other_time: 3.8822784424
epoch time: 15.3981523514s, input_fired_time: 0.3077670932, output_fired_time: 0.0000000000, propagate_forward_time: 14.3182334900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7721519470
validation[          , genome  7048] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       867.27307, best error:       781.46179 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 184.6116333008s, input_fired_time: 2.2602369785, output_fired_time: 2.0829856396, propagate_forward_time: 69.1060409546, propagate_backward_time: 107.3199310303, weight_update_time: 0.2013051808, other_time: 3.8424301147
epoch time: 14.8719263077s, input_fired_time: 0.3031833172, output_fired_time: 0.0000000000, propagate_forward_time: 13.8602075577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085351944
validation[          , genome  7048] predictions:    9767/  10000 (97.67%), best:    9778/10000 (97.78%), error:       831.21918, best error:       781.46179 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 294.6029052734s, input_fired_time: 2.2664389610, output_fired_time: 108.0347366333, propagate_forward_time: 69.7220764160, propagate_backward_time: 110.6844863892, weight_update_time: 0.2050247937, other_time: 3.8951644897
epoch time: 15.5615406036s, input_fired_time: 0.3121149242, output_fired_time: 0.0000000000, propagate_forward_time: 14.5216922760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7277336121
validation[          , genome  7048] predictions:    9726/  10000 (97.26%), best:    9778/10000 (97.78%), error:       868.93750, best error:       781.46179 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 182.1907958984s, input_fired_time: 2.0160181522, output_fired_time: 1.9040119648, propagate_forward_time: 67.8378219604, propagate_backward_time: 107.0778579712, weight_update_time: 0.1683269441, other_time: 3.3550872803
epoch time: 14.1120300293s, input_fired_time: 0.2499537319, output_fired_time: 0.0000000000, propagate_forward_time: 13.2755537033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5865230560
validation[          , genome  7048] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       857.26813, best error:       781.46179 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 182.5256042480s, input_fired_time: 2.1217985153, output_fired_time: 2.0459611416, propagate_forward_time: 68.4655609131, propagate_backward_time: 106.5655364990, weight_update_time: 0.1707176864, other_time: 3.3267517090
epoch time: 14.2765893936s, input_fired_time: 0.2561416626, output_fired_time: 0.0000000000, propagate_forward_time: 13.4307737350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896739960
validation[          , genome  7048] predictions:    9783/  10000 (97.83%), best:    9778/10000 (97.78%), error:       800.15521, best error:       781.46179 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 181.5460052490s, input_fired_time: 2.0000519753, output_fired_time: 1.8532497883, propagate_forward_time: 67.5440979004, propagate_backward_time: 106.7561416626, weight_update_time: 0.1683149636, other_time: 3.3924636841
epoch time: 14.2739734650s, input_fired_time: 0.2530979514, output_fired_time: 0.0000000000, propagate_forward_time: 13.4302797318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905961990
validation[          , genome  7048] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       825.41034, best error:       781.46179 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 218.2586364746s, input_fired_time: 2.2460410595, output_fired_time: 1.9169867039, propagate_forward_time: 82.9405899048, propagate_backward_time: 117.3975753784, weight_update_time: 0.1725559235, other_time: 13.7574234009
epoch time: 14.1211490631s, input_fired_time: 0.2741332352, output_fired_time: 0.0000000000, propagate_forward_time: 13.2609519958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860633850
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       809.05267, best error:       781.46179 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 177.2840728760s, input_fired_time: 1.9928597212, output_fired_time: 1.8819324970, propagate_forward_time: 66.4128189087, propagate_backward_time: 103.7238769531, weight_update_time: 0.1740317345, other_time: 3.2725906372
epoch time: 13.9304294586s, input_fired_time: 0.2551625669, output_fired_time: 0.0000000000, propagate_forward_time: 13.0993175507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5759496689
validation[          , genome  7048] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       806.07562, best error:       781.46179 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 176.7057647705s, input_fired_time: 1.9946477413, output_fired_time: 1.8499653339, propagate_forward_time: 66.3169250488, propagate_backward_time: 103.3220443726, weight_update_time: 0.1675315201, other_time: 3.2221908569
epoch time: 14.9080286026s, input_fired_time: 0.2659420967, output_fired_time: 0.0000000000, propagate_forward_time: 14.0078077316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6342782974
validation[          , genome  7048] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       745.85052, best error:       745.85052 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 181.9409942627s, input_fired_time: 2.0106163025, output_fired_time: 1.9932122231, propagate_forward_time: 69.0366287231, propagate_backward_time: 105.6633758545, weight_update_time: 0.1826704741, other_time: 3.2371597290
epoch time: 14.8685607910s, input_fired_time: 0.2820133865, output_fired_time: 0.0000000000, propagate_forward_time: 13.9641723633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223754883
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       872.75739, best error:       745.85052 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 201.9288940430s, input_fired_time: 2.0152680874, output_fired_time: 1.8284755945, propagate_forward_time: 68.2330551147, propagate_backward_time: 126.4819641113, weight_update_time: 0.1679709107, other_time: 3.3701171875
epoch time: 13.8973503113s, input_fired_time: 0.2546253204, output_fired_time: 0.0000000000, propagate_forward_time: 13.0564899445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862350464
validation[          , genome  7048] predictions:    9736/  10000 (97.36%), best:    9789/10000 (97.89%), error:       938.51617, best error:       745.85052 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 183.7780151367s, input_fired_time: 2.0931336880, output_fired_time: 1.9627764225, propagate_forward_time: 69.3713073730, propagate_backward_time: 106.9806289673, weight_update_time: 0.1745477468, other_time: 3.3701553345
epoch time: 15.1674060822s, input_fired_time: 0.2934277356, output_fired_time: 0.0000000000, propagate_forward_time: 14.2117671967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622114182
validation[          , genome  7048] predictions:    9781/  10000 (97.81%), best:    9789/10000 (97.89%), error:       770.60522, best error:       745.85052 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 211.0386352539s, input_fired_time: 2.2590966225, output_fired_time: 1.9791483879, propagate_forward_time: 71.5977325439, propagate_backward_time: 131.6841278076, weight_update_time: 0.1920715570, other_time: 3.5185394287
epoch time: 14.9253702164s, input_fired_time: 0.2838090360, output_fired_time: 0.0000000000, propagate_forward_time: 14.0027313232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388301849
validation[          , genome  7048] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       822.03973, best error:       745.85052 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 193.4878082275s, input_fired_time: 2.0905978680, output_fired_time: 1.9284632206, propagate_forward_time: 68.8551712036, propagate_backward_time: 117.1949844360, weight_update_time: 0.1751580238, other_time: 3.4185943604
epoch time: 13.9759407043s, input_fired_time: 0.2519898713, output_fired_time: 0.0000000000, propagate_forward_time: 13.1413688660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825815201
validation[          , genome  7048] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       739.38416, best error:       739.38416 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 225.0054931641s, input_fired_time: 2.3539640903, output_fired_time: 2.3607685566, propagate_forward_time: 86.1965026855, propagate_backward_time: 130.2933044434, weight_update_time: 0.1823986918, other_time: 3.8009643555
epoch time: 13.7144212723s, input_fired_time: 0.2536315322, output_fired_time: 0.0000000000, propagate_forward_time: 12.8845176697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762720108
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9779/10000 (97.79%), error:       802.16101, best error:       739.38416 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 228.3438415527s, input_fired_time: 2.4192507267, output_fired_time: 2.1832499504, propagate_forward_time: 73.3058700562, propagate_backward_time: 146.2244567871, weight_update_time: 0.2066978365, other_time: 4.2110290527
epoch time: 14.0714826584s, input_fired_time: 0.2552229166, output_fired_time: 0.0000000000, propagate_forward_time: 13.2388019562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774574280
validation[          , genome  7048] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       731.25330, best error:       731.25330 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 184.3903656006s, input_fired_time: 2.0767300129, output_fired_time: 1.9180632830, propagate_forward_time: 68.4490280151, propagate_backward_time: 108.5456924438, weight_update_time: 0.1788213253, other_time: 3.4008483887
epoch time: 14.7761211395s, input_fired_time: 0.2565731704, output_fired_time: 0.0000000000, propagate_forward_time: 13.8630275726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565208435
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9795/10000 (97.95%), error:       754.15741, best error:       731.25330 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 222.3661193848s, input_fired_time: 2.0436725616, output_fired_time: 1.9011948109, propagate_forward_time: 91.1983566284, propagate_backward_time: 123.7758102417, weight_update_time: 0.1756476611, other_time: 3.4470825195
epoch time: 15.3003768921s, input_fired_time: 0.2560564876, output_fired_time: 0.0000000000, propagate_forward_time: 14.4520082474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923118591
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9795/10000 (97.95%), error:       805.80383, best error:       731.25330 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 182.8374938965s, input_fired_time: 2.0284490585, output_fired_time: 1.8945720196, propagate_forward_time: 68.7359161377, propagate_backward_time: 106.7764587402, weight_update_time: 0.1880684942, other_time: 3.4020996094
epoch time: 17.6214942932s, input_fired_time: 0.2776156366, output_fired_time: 0.0000000000, propagate_forward_time: 15.2740383148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0698394775
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       804.60944, best error:       731.25330 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 204.2483215332s, input_fired_time: 2.2563977242, output_fired_time: 1.8776069880, propagate_forward_time: 78.9845733643, propagate_backward_time: 117.6240081787, weight_update_time: 0.1704002023, other_time: 3.5057373047
epoch time: 19.3849601746s, input_fired_time: 0.3755197227, output_fired_time: 0.0000000000, propagate_forward_time: 18.2481136322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613277435
validation[          , genome  7048] predictions:    9766/  10000 (97.66%), best:    9795/10000 (97.95%), error:       822.59949, best error:       731.25330 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 185.6347656250s, input_fired_time: 2.1237652302, output_fired_time: 1.8623732328, propagate_forward_time: 68.0943374634, propagate_backward_time: 110.1803131104, weight_update_time: 0.1750515699, other_time: 3.3739852905
epoch time: 14.6472473145s, input_fired_time: 0.2802318931, output_fired_time: 0.0000000000, propagate_forward_time: 13.6620740891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7049417496
validation[          , genome  7048] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       782.59106, best error:       731.25330 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 189.3013610840s, input_fired_time: 2.1035647392, output_fired_time: 1.9518566132, propagate_forward_time: 68.4278945923, propagate_backward_time: 113.5151138306, weight_update_time: 0.1789608151, other_time: 3.3029327393
epoch time: 14.0311441422s, input_fired_time: 0.2586362064, output_fired_time: 0.0000000000, propagate_forward_time: 13.1935853958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789222717
validation[          , genome  7048] predictions:    9741/  10000 (97.41%), best:    9795/10000 (97.95%), error:       848.53345, best error:       731.25330 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 175.4249114990s, input_fired_time: 1.9602065086, output_fired_time: 1.7987231016, propagate_forward_time: 66.3103485107, propagate_backward_time: 102.0807037354, weight_update_time: 0.1690089554, other_time: 3.2749328613
epoch time: 14.1941423416s, input_fired_time: 0.2595728040, output_fired_time: 0.0000000000, propagate_forward_time: 13.2846145630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499547958
validation[          , genome  7048] predictions:    9729/  10000 (97.29%), best:    9795/10000 (97.95%), error:       929.25336, best error:       731.25330 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 174.7853698730s, input_fired_time: 1.9603013992, output_fired_time: 1.8403046131, propagate_forward_time: 65.7464599609, propagate_backward_time: 102.0469512939, weight_update_time: 0.1689443588, other_time: 3.1913604736
epoch time: 13.4911146164s, input_fired_time: 0.2482642531, output_fired_time: 0.0000000000, propagate_forward_time: 12.6795558929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632944107
validation[          , genome  7048] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       743.92920, best error:       731.25330 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 174.6320953369s, input_fired_time: 1.9448124170, output_fired_time: 1.7893133163, propagate_forward_time: 65.6223373413, propagate_backward_time: 102.0704727173, weight_update_time: 0.1639994681, other_time: 3.2051696777
epoch time: 14.4200077057s, input_fired_time: 0.2595326602, output_fired_time: 0.0000000000, propagate_forward_time: 13.5849637985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755109787
validation[          , genome  7048] predictions:    9698/  10000 (96.98%), best:    9795/10000 (97.95%), error:       999.86694, best error:       731.25330 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 174.6516876221s, input_fired_time: 1.9684627056, output_fired_time: 1.8226345778, propagate_forward_time: 65.7574539185, propagate_backward_time: 101.9286193848, weight_update_time: 0.1647359282, other_time: 3.1745223999
epoch time: 14.0396099091s, input_fired_time: 0.2542710602, output_fired_time: 0.0000000000, propagate_forward_time: 13.2079391479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773992538
validation[          , genome  7048] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       740.33160, best error:       731.25330 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 175.8296051025s, input_fired_time: 1.9505236149, output_fired_time: 1.8029056787, propagate_forward_time: 66.5331192017, propagate_backward_time: 102.3242645264, weight_update_time: 0.2083302736, other_time: 3.2187881470
epoch time: 13.5064888000s, input_fired_time: 0.2537846863, output_fired_time: 0.0000000000, propagate_forward_time: 12.6886959076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640077591
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       773.90479, best error:       731.25330 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 188.2658538818s, input_fired_time: 2.3294665813, output_fired_time: 2.0926024914, propagate_forward_time: 70.3662719727, propagate_backward_time: 109.6766662598, weight_update_time: 0.1983400881, other_time: 3.8008422852
epoch time: 15.2879114151s, input_fired_time: 0.3179360926, output_fired_time: 0.0000000000, propagate_forward_time: 14.2682170868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7017583847
validation[          , genome  7048] predictions:    9783/  10000 (97.83%), best:    9795/10000 (97.95%), error:       784.70953, best error:       731.25330 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 191.9432067871s, input_fired_time: 2.4144370556, output_fired_time: 2.2004826069, propagate_forward_time: 70.9228057861, propagate_backward_time: 112.3954620361, weight_update_time: 0.2098969668, other_time: 4.0100097656
epoch time: 15.6019134521s, input_fired_time: 0.3250644207, output_fired_time: 0.0000000000, propagate_forward_time: 14.5153379440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7615108490
validation[          , genome  7048] predictions:    9752/  10000 (97.52%), best:    9795/10000 (97.95%), error:       825.84113, best error:       731.25330 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 188.9855194092s, input_fired_time: 2.3963434696, output_fired_time: 2.1945953369, propagate_forward_time: 70.1766128540, propagate_backward_time: 110.3612518311, weight_update_time: 0.2076557130, other_time: 3.8567123413
epoch time: 14.8849420547s, input_fired_time: 0.3143737316, output_fired_time: 0.0000000000, propagate_forward_time: 13.8477287292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7228393555
validation[          , genome  7048] predictions:    9747/  10000 (97.47%), best:    9795/10000 (97.95%), error:       833.54578, best error:       731.25330 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 194.1357574463s, input_fired_time: 2.4218163490, output_fired_time: 2.1970219612, propagate_forward_time: 71.7514801025, propagate_backward_time: 113.7096939087, weight_update_time: 0.2093019783, other_time: 4.0557479858
epoch time: 15.2741146088s, input_fired_time: 0.3323732615, output_fired_time: 0.0000000000, propagate_forward_time: 14.2063808441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7353601456
validation[          , genome  7048] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       706.61987, best error:       706.61987 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 198.6332855225s, input_fired_time: 2.4625556469, output_fired_time: 2.2915427685, propagate_forward_time: 72.9664001465, propagate_backward_time: 116.9306259155, weight_update_time: 0.2063993663, other_time: 3.9821548462
epoch time: 15.5743827820s, input_fired_time: 0.3304312527, output_fired_time: 0.0000000000, propagate_forward_time: 14.4960336685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479181290
validation[          , genome  7048] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       767.08759, best error:       706.61987 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 192.1244812012s, input_fired_time: 2.4396879673, output_fired_time: 2.2656235695, propagate_forward_time: 70.9620208740, propagate_backward_time: 112.5086212158, weight_update_time: 0.2064161450, other_time: 3.9485321045
epoch time: 14.9685220718s, input_fired_time: 0.3174109459, output_fired_time: 0.0000000000, propagate_forward_time: 13.9450664520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060451508
validation[          , genome  7048] predictions:    9759/  10000 (97.59%), best:    9802/10000 (98.02%), error:       825.58881, best error:       706.61987 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 189.2799835205s, input_fired_time: 2.4497187138, output_fired_time: 2.2050099373, propagate_forward_time: 70.2607269287, propagate_backward_time: 110.5383071899, weight_update_time: 0.2041713148, other_time: 3.8262100220
epoch time: 15.3809289932s, input_fired_time: 0.3270912468, output_fired_time: 0.0000000000, propagate_forward_time: 14.3288640976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7249736786
validation[          , genome  7048] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       757.94751, best error:       706.61987 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.1775207520s, input_fired_time: 2.4560256004, output_fired_time: 2.2358243465, propagate_forward_time: 72.5499343872, propagate_backward_time: 117.8542556763, weight_update_time: 0.2089619786, other_time: 4.0814819336
epoch time: 15.5604953766s, input_fired_time: 0.3258863389, output_fired_time: 0.0000000000, propagate_forward_time: 14.3936796188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8409290314
validation[          , genome  7048] predictions:    9705/  10000 (97.05%), best:    9802/10000 (98.02%), error:       979.23553, best error:       706.61987 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 193.1322784424s, input_fired_time: 2.4890232086, output_fired_time: 2.2196321487, propagate_forward_time: 71.3971328735, propagate_backward_time: 113.0572204590, weight_update_time: 0.2084811032, other_time: 3.9692611694
epoch time: 15.4077301025s, input_fired_time: 0.3182476461, output_fired_time: 0.0000000000, propagate_forward_time: 14.3714056015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7180767059
validation[          , genome  7048] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       741.31439, best error:       706.61987 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 192.9763183594s, input_fired_time: 2.4211966991, output_fired_time: 2.3278391361, propagate_forward_time: 71.4946517944, propagate_backward_time: 112.6763610840, weight_update_time: 0.2106219530, other_time: 4.0562667847
epoch time: 15.2739648819s, input_fired_time: 0.3262875676, output_fired_time: 0.0000000000, propagate_forward_time: 14.1944646835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532129288
validation[          , genome  7048] predictions:    9701/  10000 (97.01%), best:    9802/10000 (98.02%), error:       985.09149, best error:       706.61987 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 195.0847320557s, input_fired_time: 2.4579277039, output_fired_time: 2.1936459541, propagate_forward_time: 72.5360336304, propagate_backward_time: 113.7246856689, weight_update_time: 0.2371718138, other_time: 4.1724319458
epoch time: 15.6633644104s, input_fired_time: 0.3318427503, output_fired_time: 0.0000000000, propagate_forward_time: 14.5397844315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7917375565
validation[          , genome  7048] predictions:    9796/  10000 (97.96%), best:    9802/10000 (98.02%), error:       708.80444, best error:       706.61987 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 192.5755615234s, input_fired_time: 2.4537448883, output_fired_time: 2.1599850655, propagate_forward_time: 71.5805816650, propagate_backward_time: 112.4371871948, weight_update_time: 0.2021280229, other_time: 3.9440536499
epoch time: 15.5156984329s, input_fired_time: 0.3285913467, output_fired_time: 0.0000000000, propagate_forward_time: 14.4214277267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7656793594
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9802/10000 (98.02%), error:       832.66730, best error:       706.61987 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 195.4148712158s, input_fired_time: 2.3972206116, output_fired_time: 2.2219526768, propagate_forward_time: 72.2678146362, propagate_backward_time: 114.5286788940, weight_update_time: 0.2125795931, other_time: 3.9992065430
epoch time: 15.7432680130s, input_fired_time: 0.3384158313, output_fired_time: 0.0000000000, propagate_forward_time: 14.6651172638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7397346497
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       755.45129, best error:       706.61987 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 328.7599182129s, input_fired_time: 2.6732842922, output_fired_time: 2.3841304779, propagate_forward_time: 195.5344848633, propagate_backward_time: 123.6322021484, weight_update_time: 0.2270090133, other_time: 4.5358276367
epoch time: 15.1700429916s, input_fired_time: 0.3167383969, output_fired_time: 0.0000000000, propagate_forward_time: 14.1221628189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311420441
validation[          , genome  7048] predictions:    9761/  10000 (97.61%), best:    9802/10000 (98.02%), error:       797.72284, best error:       706.61987 on epoch:    90, 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: 76.2753906250s, input_fired_time: 1.6093362570, output_fired_time: 0.0000000000, propagate_forward_time: 70.9476699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7183837891
best training[          , genome  7048] predictions:   49759/  50000 (99.52%), best:    9802/10000 (98.02%), error:      1134.17566, best error:       706.61987 on epoch:    90, 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: 15.8527259827s, input_fired_time: 0.3299360275, output_fired_time: 0.0000000000, propagate_forward_time: 14.7799015045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428884506
   testing[          , genome  7048] predictions:    9808/  10000 (98.08%), best:    9802/10000 (98.02%), error:       660.80621, best error:       706.61987 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:06:25 (2456): called boinc_finish(0)

</stderr_txt>
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