Nameexact_genome_1512568488_44_1554_0
Workunit2579082
Created6 Dec 2017, 19:54:46 UTC
Sent6 Dec 2017, 19:59:30 UTC
Report deadline8 Dec 2017, 23:21:18 UTC
Received6 Dec 2017, 21:13:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 13 min 56 sec
CPU time1 hours 13 min 53 sec
Validate stateValid
Credit535.04
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size147.41 MB
Peak swap size149.94 MB
Peak disk usage0.88 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 39.3129844666s, input_fired_time: 0.2952945828, output_fired_time: 0.2121664584, propagate_forward_time: 16.1081809998, propagate_backward_time: 20.7814064026, weight_update_time: 0.0883161202, other_time: 1.9159355164
epoch time: 3.4871335030s, input_fired_time: 0.0320605077, output_fired_time: 0.0000000000, propagate_forward_time: 3.1122841835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427886963
validation[          , genome  1554] predictions:    9489/  10000 (94.89%), best:    9526/10000 (95.26%), error:      1713.89050, best error:      1645.29980 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 38.1902885437s, input_fired_time: 0.2917291522, output_fired_time: 0.2091770321, propagate_forward_time: 15.6145792007, propagate_backward_time: 20.1957416534, weight_update_time: 0.0861912444, other_time: 1.8790607452
epoch time: 3.7043015957s, input_fired_time: 0.0332384072, output_fired_time: 0.0000000000, propagate_forward_time: 3.3109803200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600828648
validation[          , genome  1554] predictions:    9393/  10000 (93.93%), best:    9526/10000 (95.26%), error:      2029.31091, best error:      1645.29980 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 40.3115730286s, input_fired_time: 0.3020596802, output_fired_time: 0.2215067744, propagate_forward_time: 16.5145111084, propagate_backward_time: 21.3336830139, weight_update_time: 0.0909141451, other_time: 1.9398117065
epoch time: 3.6997523308s, input_fired_time: 0.0333727598, output_fired_time: 0.0000000000, propagate_forward_time: 3.3083643913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580150604
validation[          , genome  1554] predictions:    9502/  10000 (95.02%), best:    9526/10000 (95.26%), error:      1652.43152, best error:      1645.29980 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 40.2315444946s, input_fired_time: 0.3016309142, output_fired_time: 0.2195996195, propagate_forward_time: 16.5350742340, propagate_backward_time: 21.2285919189, weight_update_time: 0.0900582448, other_time: 1.9466457367
epoch time: 3.7583622932s, input_fired_time: 0.0332709104, output_fired_time: 0.0000000000, propagate_forward_time: 3.3720083237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530831337
validation[          , genome  1554] predictions:    9346/  10000 (93.46%), best:    9526/10000 (95.26%), error:      2113.70239, best error:      1645.29980 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.7368202209s, input_fired_time: 0.3032410145, output_fired_time: 0.2213151157, propagate_forward_time: 16.7194671631, propagate_backward_time: 21.5124454498, weight_update_time: 0.0907991379, other_time: 1.9803524017
epoch time: 3.6984820366s, input_fired_time: 0.0334278792, output_fired_time: 0.0000000000, propagate_forward_time: 3.3065130711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585410118
validation[          , genome  1554] predictions:    9525/  10000 (95.25%), best:    9525/10000 (95.25%), error:      1599.62488, best error:      1599.62488 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 40.3394012451s, input_fired_time: 0.3027253449, output_fired_time: 0.2207710594, propagate_forward_time: 16.5534496307, propagate_backward_time: 21.3156490326, weight_update_time: 0.0907532126, other_time: 1.9468040466
epoch time: 3.6995761395s, input_fired_time: 0.0336769447, output_fired_time: 0.0000000000, propagate_forward_time: 3.3081407547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577585220
validation[          , genome  1554] predictions:    9506/  10000 (95.06%), best:    9525/10000 (95.25%), error:      1714.73438, best error:      1599.62488 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 39.9422492981s, input_fired_time: 0.3018096387, output_fired_time: 0.2187298387, propagate_forward_time: 16.3828163147, propagate_backward_time: 21.1153469086, weight_update_time: 0.0902074426, other_time: 1.9235439301
epoch time: 3.7002153397s, input_fired_time: 0.0338494070, output_fired_time: 0.0000000000, propagate_forward_time: 3.3168051243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495607376
validation[          , genome  1554] predictions:    9498/  10000 (94.98%), best:    9525/10000 (95.25%), error:      1723.19324, best error:      1599.62488 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 40.3543395996s, input_fired_time: 0.3029770553, output_fired_time: 0.2185384333, propagate_forward_time: 16.5970821381, propagate_backward_time: 21.3149986267, weight_update_time: 0.0907827616, other_time: 1.9207401276
epoch time: 3.7052381039s, input_fired_time: 0.0338050388, output_fired_time: 0.0000000000, propagate_forward_time: 3.3194489479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519840240
validation[          , genome  1554] predictions:    9518/  10000 (95.18%), best:    9525/10000 (95.25%), error:      1653.55957, best error:      1599.62488 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 40.4219093323s, input_fired_time: 0.3035430908, output_fired_time: 0.2199466974, propagate_forward_time: 16.5894927979, propagate_backward_time: 21.3523769379, weight_update_time: 0.0908193439, other_time: 1.9565486908
epoch time: 3.6998887062s, input_fired_time: 0.0338124447, output_fired_time: 0.0000000000, propagate_forward_time: 3.3098328114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562433720
validation[          , genome  1554] predictions:    9513/  10000 (95.13%), best:    9525/10000 (95.25%), error:      1633.23206, best error:      1599.62488 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.2157974243s, input_fired_time: 0.3023579717, output_fired_time: 0.2189819962, propagate_forward_time: 16.5201339722, propagate_backward_time: 21.2591648102, weight_update_time: 0.0902819857, other_time: 1.9151592255
epoch time: 3.7047257423s, input_fired_time: 0.0335077606, output_fired_time: 0.0000000000, propagate_forward_time: 3.3205068111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507111073
validation[          , genome  1554] predictions:    9439/  10000 (94.39%), best:    9525/10000 (95.25%), error:      1862.59766, best error:      1599.62488 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 40.4035224915s, input_fired_time: 0.3052013814, output_fired_time: 0.2214760184, propagate_forward_time: 16.5875968933, propagate_backward_time: 21.3676586151, weight_update_time: 0.0905287787, other_time: 1.9215869904
epoch time: 3.7082595825s, input_fired_time: 0.0337707549, output_fired_time: 0.0000000000, propagate_forward_time: 3.3199446201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545441628
validation[          , genome  1554] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1498.55273, best error:      1498.55273 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.3186721802s, input_fired_time: 0.3027501404, output_fired_time: 0.2178763598, propagate_forward_time: 16.5794773102, propagate_backward_time: 21.2752017975, weight_update_time: 0.0908604786, other_time: 1.9433670044
epoch time: 3.6975467205s, input_fired_time: 0.0336903222, output_fired_time: 0.0000000000, propagate_forward_time: 3.3129386902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509178162
validation[          , genome  1554] predictions:    9520/  10000 (95.20%), best:    9548/10000 (95.48%), error:      1668.61438, best error:      1498.55273 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.4367027283s, input_fired_time: 0.3052562773, output_fired_time: 0.2216249704, propagate_forward_time: 16.5915508270, propagate_backward_time: 21.3668422699, weight_update_time: 0.0907980725, other_time: 1.9514274597
epoch time: 3.7070741653s, input_fired_time: 0.0339330472, output_fired_time: 0.0000000000, propagate_forward_time: 3.3147032261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584377766
validation[          , genome  1554] predictions:    9425/  10000 (94.25%), best:    9548/10000 (95.48%), error:      1913.61646, best error:      1498.55273 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.4430885315s, input_fired_time: 0.3050492108, output_fired_time: 0.2215531766, propagate_forward_time: 16.5867424011, propagate_backward_time: 21.3900985718, weight_update_time: 0.0905871913, other_time: 1.9396438599
epoch time: 3.7136938572s, input_fired_time: 0.0338834077, output_fired_time: 0.0000000000, propagate_forward_time: 3.3209843636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588261604
validation[          , genome  1554] predictions:    9372/  10000 (93.72%), best:    9548/10000 (95.48%), error:      2181.49902, best error:      1498.55273 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 40.3397369385s, input_fired_time: 0.3045989573, output_fired_time: 0.2214051485, propagate_forward_time: 16.5536766052, propagate_backward_time: 21.3257884979, weight_update_time: 0.0905921757, other_time: 1.9342670441
epoch time: 3.7110152245s, input_fired_time: 0.0336485431, output_fired_time: 0.0000000000, propagate_forward_time: 3.3255524635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518142700
validation[          , genome  1554] predictions:    9528/  10000 (95.28%), best:    9548/10000 (95.48%), error:      1641.01587, best error:      1498.55273 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.3035430908s, input_fired_time: 0.3014112115, output_fired_time: 0.2143797874, propagate_forward_time: 16.6216907501, propagate_backward_time: 21.2332019806, weight_update_time: 0.0906410888, other_time: 1.9328613281
epoch time: 3.7214713097s, input_fired_time: 0.0337648727, output_fired_time: 0.0000000000, propagate_forward_time: 3.3297848701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579216003
validation[          , genome  1554] predictions:    9377/  10000 (93.77%), best:    9548/10000 (95.48%), error:      2060.24683, best error:      1498.55273 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 40.5149040222s, input_fired_time: 0.3062714934, output_fired_time: 0.2217929065, propagate_forward_time: 16.6500186920, propagate_backward_time: 21.4170494080, weight_update_time: 0.0910782367, other_time: 1.9197711945
epoch time: 3.7135186195s, input_fired_time: 0.0338240787, output_fired_time: 0.0000000000, propagate_forward_time: 3.3283576965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513369560
validation[          , genome  1554] predictions:    9511/  10000 (95.11%), best:    9548/10000 (95.48%), error:      1663.75623, best error:      1498.55273 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 40.5352745056s, input_fired_time: 0.3070474267, output_fired_time: 0.2219698429, propagate_forward_time: 16.6551990509, propagate_backward_time: 21.4167118073, weight_update_time: 0.0908302963, other_time: 1.9343452454
epoch time: 3.7182664871s, input_fired_time: 0.0339458436, output_fired_time: 0.0000000000, propagate_forward_time: 3.3257858753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585348129
validation[          , genome  1554] predictions:    9510/  10000 (95.10%), best:    9548/10000 (95.48%), error:      1623.41077, best error:      1498.55273 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.2704048157s, input_fired_time: 0.3053323030, output_fired_time: 0.2200744450, propagate_forward_time: 16.5381679535, propagate_backward_time: 21.2684173584, weight_update_time: 0.0904871523, other_time: 1.9384136200
epoch time: 3.6984755993s, input_fired_time: 0.0337473527, output_fired_time: 0.0000000000, propagate_forward_time: 3.3123242855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524038792
validation[          , genome  1554] predictions:    9345/  10000 (93.45%), best:    9548/10000 (95.48%), error:      2071.20142, best error:      1498.55273 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 40.1611900330s, input_fired_time: 0.3080215752, output_fired_time: 0.2193741500, propagate_forward_time: 16.4530162811, propagate_backward_time: 21.2073154449, weight_update_time: 0.0901434198, other_time: 1.9734611511
epoch time: 3.7051429749s, input_fired_time: 0.0339183025, output_fired_time: 0.0000000000, propagate_forward_time: 3.3130109310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582136631
validation[          , genome  1554] predictions:    9503/  10000 (95.03%), best:    9548/10000 (95.48%), error:      1649.86902, best error:      1498.55273 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.4405136108s, input_fired_time: 0.3062502444, output_fired_time: 0.2203755081, propagate_forward_time: 16.5946235657, propagate_backward_time: 21.3691864014, weight_update_time: 0.0907323658, other_time: 1.9500770569
epoch time: 3.7008380890s, input_fired_time: 0.0338910967, output_fired_time: 0.0000000000, propagate_forward_time: 3.3089983463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579485416
validation[          , genome  1554] predictions:    9551/  10000 (95.51%), best:    9548/10000 (95.48%), error:      1505.24780, best error:      1498.55273 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.4190216064s, input_fired_time: 0.3133866489, output_fired_time: 0.2202946842, propagate_forward_time: 16.5974216461, propagate_backward_time: 21.3421440125, weight_update_time: 0.0910791308, other_time: 1.9457759857
epoch time: 3.7042624950s, input_fired_time: 0.0342143029, output_fired_time: 0.0000000000, propagate_forward_time: 3.3112146854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588335514
validation[          , genome  1554] predictions:    9529/  10000 (95.29%), best:    9548/10000 (95.48%), error:      1616.99011, best error:      1498.55273 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 40.2173728943s, input_fired_time: 0.3048828840, output_fired_time: 0.2183642089, propagate_forward_time: 16.4445400238, propagate_backward_time: 21.2615470886, weight_update_time: 0.0905070305, other_time: 1.9880390167
epoch time: 3.7094025612s, input_fired_time: 0.0340609401, output_fired_time: 0.0000000000, propagate_forward_time: 3.3148837090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604578972
validation[          , genome  1554] predictions:    9471/  10000 (94.71%), best:    9548/10000 (95.48%), error:      1738.01282, best error:      1498.55273 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 40.5558204651s, input_fired_time: 0.3068525195, output_fired_time: 0.2225920260, propagate_forward_time: 16.6069526672, propagate_backward_time: 21.4479141235, weight_update_time: 0.0914913639, other_time: 1.9715080261
epoch time: 3.7232596874s, input_fired_time: 0.0344373062, output_fired_time: 0.0000000000, propagate_forward_time: 3.3294177055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594045639
validation[          , genome  1554] predictions:    9497/  10000 (94.97%), best:    9548/10000 (95.48%), error:      1673.34180, best error:      1498.55273 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 40.6101379395s, input_fired_time: 0.3070948720, output_fired_time: 0.2230903804, propagate_forward_time: 16.6506710052, propagate_backward_time: 21.4731826782, weight_update_time: 0.0914277956, other_time: 1.9560985565
epoch time: 3.7169439793s, input_fired_time: 0.0341117866, output_fired_time: 0.0000000000, propagate_forward_time: 3.3285248280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543074131
validation[          , genome  1554] predictions:    9527/  10000 (95.27%), best:    9548/10000 (95.48%), error:      1551.65771, best error:      1498.55273 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 40.6187133789s, input_fired_time: 0.3085360527, output_fired_time: 0.2233610451, propagate_forward_time: 16.6534500122, propagate_backward_time: 21.4777832031, weight_update_time: 0.0915286988, other_time: 1.9555816650
epoch time: 3.7237408161s, input_fired_time: 0.0343637690, output_fired_time: 0.0000000000, propagate_forward_time: 3.3307504654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586266041
validation[          , genome  1554] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1529.70630, best error:      1498.55273 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 40.5987434387s, input_fired_time: 0.3084561229, output_fired_time: 0.2229678631, propagate_forward_time: 16.6575412750, propagate_backward_time: 21.4816913605, weight_update_time: 0.0913814083, other_time: 1.9280853271
epoch time: 3.7112703323s, input_fired_time: 0.0341295488, output_fired_time: 0.0000000000, propagate_forward_time: 3.3258059025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513348103
validation[          , genome  1554] predictions:    9396/  10000 (93.96%), best:    9548/10000 (95.48%), error:      1947.21863, best error:      1498.55273 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 40.3901634216s, input_fired_time: 0.3073295951, output_fired_time: 0.2218530476, propagate_forward_time: 16.5777606964, propagate_backward_time: 21.3665676117, weight_update_time: 0.0911523104, other_time: 1.9166526794
epoch time: 3.6869299412s, input_fired_time: 0.0342668258, output_fired_time: 0.0000000000, propagate_forward_time: 3.3040447235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486185074
validation[          , genome  1554] predictions:    9493/  10000 (94.93%), best:    9548/10000 (95.48%), error:      1669.71936, best error:      1498.55273 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.5947494507s, input_fired_time: 0.3028103113, output_fired_time: 0.2153327316, propagate_forward_time: 16.2238769531, propagate_backward_time: 20.9246635437, weight_update_time: 0.0890699401, other_time: 1.9280662537
epoch time: 3.7026679516s, input_fired_time: 0.0344125181, output_fired_time: 0.0000000000, propagate_forward_time: 3.3102731705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579821587
validation[          , genome  1554] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1475.83923, best error:      1475.83923 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.5511398315s, input_fired_time: 0.3031742275, output_fired_time: 0.2170986235, propagate_forward_time: 16.2385940552, propagate_backward_time: 20.8993053436, weight_update_time: 0.0889713392, other_time: 1.8929691315
epoch time: 3.1400587559s, input_fired_time: 0.0303284004, output_fired_time: 0.0000000000, propagate_forward_time: 2.7922177315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175125122
validation[          , genome  1554] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1530.73547, best error:      1475.83923 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 39.0577049255s, input_fired_time: 0.2993374467, output_fired_time: 0.2115907669, propagate_forward_time: 16.0013561249, propagate_backward_time: 20.6573562622, weight_update_time: 0.0880757347, other_time: 1.8880634308
epoch time: 3.7027616501s, input_fired_time: 0.0344001353, output_fired_time: 0.0000000000, propagate_forward_time: 3.3113427162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570187092
validation[          , genome  1554] predictions:    9494/  10000 (94.94%), best:    9547/10000 (95.47%), error:      1693.11890, best error:      1475.83923 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 39.0319061279s, input_fired_time: 0.2994805574, output_fired_time: 0.2126707584, propagate_forward_time: 15.9599208832, propagate_backward_time: 20.6505641937, weight_update_time: 0.0878731459, other_time: 1.9092712402
epoch time: 3.6738648415s, input_fired_time: 0.0344674997, output_fired_time: 0.0000000000, propagate_forward_time: 3.2903892994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490080833
validation[          , genome  1554] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1529.94727, best error:      1475.83923 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 40.0777511597s, input_fired_time: 0.3066893816, output_fired_time: 0.2190746367, propagate_forward_time: 16.4593334198, propagate_backward_time: 21.1490478516, weight_update_time: 0.0901101008, other_time: 1.9436054230
epoch time: 3.6796281338s, input_fired_time: 0.0343168527, output_fired_time: 0.0000000000, propagate_forward_time: 3.2898499966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554613590
validation[          , genome  1554] predictions:    9540/  10000 (95.40%), best:    9547/10000 (95.47%), error:      1494.48572, best error:      1475.83923 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.0024909973s, input_fired_time: 0.3055085540, output_fired_time: 0.2188280225, propagate_forward_time: 16.4165382385, propagate_backward_time: 21.1497116089, weight_update_time: 0.0901928619, other_time: 1.9119071960
epoch time: 3.6851849556s, input_fired_time: 0.0342111588, output_fired_time: 0.0000000000, propagate_forward_time: 3.2993164062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516573906
validation[          , genome  1554] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1440.17761, best error:      1440.17761 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 40.2656440735s, input_fired_time: 0.3072023392, output_fired_time: 0.2217466384, propagate_forward_time: 16.5177154541, propagate_backward_time: 21.3106956482, weight_update_time: 0.0909333155, other_time: 1.9082832336
epoch time: 3.6976490021s, input_fired_time: 0.0342774279, output_fired_time: 0.0000000000, propagate_forward_time: 3.3083374500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550341129
validation[          , genome  1554] predictions:    9538/  10000 (95.38%), best:    9578/10000 (95.78%), error:      1492.24487, best error:      1440.17761 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.1542854309s, input_fired_time: 0.3053485751, output_fired_time: 0.2193998396, propagate_forward_time: 16.4265575409, propagate_backward_time: 21.2616119385, weight_update_time: 0.0905888751, other_time: 1.9413700104
epoch time: 3.4980893135s, input_fired_time: 0.0330470577, output_fired_time: 0.0000000000, propagate_forward_time: 3.1216576099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433847427
validation[          , genome  1554] predictions:    9577/  10000 (95.77%), best:    9578/10000 (95.78%), error:      1451.44324, best error:      1440.17761 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 38.2466697693s, input_fired_time: 0.2981612384, output_fired_time: 0.2103880942, propagate_forward_time: 15.6187515259, propagate_backward_time: 20.2356872559, weight_update_time: 0.0866063535, other_time: 1.8836822510
epoch time: 3.5002262592s, input_fired_time: 0.0327049941, output_fired_time: 0.0000000000, propagate_forward_time: 3.1230680943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444530964
validation[          , genome  1554] predictions:    9498/  10000 (94.98%), best:    9578/10000 (95.78%), error:      1687.33972, best error:      1440.17761 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 38.8459167480s, input_fired_time: 0.3002764583, output_fired_time: 0.2142098993, propagate_forward_time: 15.9122676849, propagate_backward_time: 20.5298480988, weight_update_time: 0.0876118317, other_time: 1.8893127441
epoch time: 3.6887736320s, input_fired_time: 0.0345121101, output_fired_time: 0.0000000000, propagate_forward_time: 3.2976570129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566045761
validation[          , genome  1554] predictions:    9576/  10000 (95.76%), best:    9578/10000 (95.78%), error:      1462.17529, best error:      1440.17761 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.2095413208s, input_fired_time: 0.3079884350, output_fired_time: 0.2207779586, propagate_forward_time: 16.4591541290, propagate_backward_time: 21.2889308929, weight_update_time: 0.0906901881, other_time: 1.9326896667
epoch time: 3.6774075031s, input_fired_time: 0.0343407206, output_fired_time: 0.0000000000, propagate_forward_time: 3.2935595512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495073318
validation[          , genome  1554] predictions:    9563/  10000 (95.63%), best:    9578/10000 (95.78%), error:      1452.35974, best error:      1440.17761 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 40.1568756104s, input_fired_time: 0.3063767552, output_fired_time: 0.2173619568, propagate_forward_time: 16.4611339569, propagate_backward_time: 21.2291316986, weight_update_time: 0.0907710120, other_time: 1.9428710938
epoch time: 3.6841077805s, input_fired_time: 0.0348210894, output_fired_time: 0.0000000000, propagate_forward_time: 3.2933404446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559463024
validation[          , genome  1554] predictions:    9547/  10000 (95.47%), best:    9578/10000 (95.78%), error:      1472.53442, best error:      1440.17761 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 40.1630287170s, input_fired_time: 0.3064116538, output_fired_time: 0.2176718265, propagate_forward_time: 16.4667739868, propagate_backward_time: 21.2347221375, weight_update_time: 0.0907202438, other_time: 1.9374504089
epoch time: 3.6739020348s, input_fired_time: 0.0342324898, output_fired_time: 0.0000000000, propagate_forward_time: 3.2858438492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538258076
validation[          , genome  1554] predictions:    9458/  10000 (94.58%), best:    9578/10000 (95.78%), error:      1766.03125, best error:      1440.17761 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 40.2685050964s, input_fired_time: 0.3076216280, output_fired_time: 0.2201873362, propagate_forward_time: 16.4807434082, propagate_backward_time: 21.3287792206, weight_update_time: 0.0908959061, other_time: 1.9311733246
epoch time: 3.6824517250s, input_fired_time: 0.0345521234, output_fired_time: 0.0000000000, propagate_forward_time: 3.2891404629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587591648
validation[          , genome  1554] predictions:    9542/  10000 (95.42%), best:    9578/10000 (95.78%), error:      1569.82642, best error:      1440.17761 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.3167762756s, input_fired_time: 0.3070039153, output_fired_time: 0.2215556204, propagate_forward_time: 16.4801025391, propagate_backward_time: 21.3637504578, weight_update_time: 0.0909731090, other_time: 1.9443664551
epoch time: 3.6779820919s, input_fired_time: 0.0347474664, output_fired_time: 0.0000000000, propagate_forward_time: 3.2932946682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499400616
validation[          , genome  1554] predictions:    9528/  10000 (95.28%), best:    9578/10000 (95.78%), error:      1517.11731, best error:      1440.17761 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 39.2752304077s, input_fired_time: 0.3065177500, output_fired_time: 0.2141113281, propagate_forward_time: 16.0573196411, propagate_backward_time: 20.7784309387, weight_update_time: 0.0884344280, other_time: 1.9188499451
epoch time: 3.3621997833s, input_fired_time: 0.0321634747, output_fired_time: 0.0000000000, propagate_forward_time: 2.9901027679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399336338
validation[          , genome  1554] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1434.18835, best error:      1434.18835 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 39.9188156128s, input_fired_time: 0.3071456552, output_fired_time: 0.2191506624, propagate_forward_time: 16.3715324402, propagate_backward_time: 21.0885238647, weight_update_time: 0.0899607763, other_time: 1.9324645996
epoch time: 3.6762948036s, input_fired_time: 0.0345882140, output_fired_time: 0.0000000000, propagate_forward_time: 3.2850441933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566625118
validation[          , genome  1554] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1425.60876, best error:      1425.60876 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 39.1593589783s, input_fired_time: 0.3028537631, output_fired_time: 0.2130633295, propagate_forward_time: 16.0591735840, propagate_backward_time: 20.6875915527, weight_update_time: 0.0882265419, other_time: 1.8966789246
epoch time: 3.6786086559s, input_fired_time: 0.0344006903, output_fired_time: 0.0000000000, propagate_forward_time: 3.2953462601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488616943
validation[          , genome  1554] predictions:    9563/  10000 (95.63%), best:    9570/10000 (95.70%), error:      1531.19177, best error:      1425.60876 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 40.0454978943s, input_fired_time: 0.3072299957, output_fired_time: 0.2166545987, propagate_forward_time: 16.4717540741, propagate_backward_time: 21.1454753876, weight_update_time: 0.0901660174, other_time: 1.9043807983
epoch time: 3.6807763577s, input_fired_time: 0.0350181870, output_fired_time: 0.0000000000, propagate_forward_time: 3.2956852913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500728607
validation[          , genome  1554] predictions:    9526/  10000 (95.26%), best:    9570/10000 (95.70%), error:      1539.01660, best error:      1425.60876 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.1269035339s, input_fired_time: 0.3077807128, output_fired_time: 0.2179647684, propagate_forward_time: 16.4804515839, propagate_backward_time: 21.1815166473, weight_update_time: 0.0901842192, other_time: 1.9391899109
epoch time: 3.6833741665s, input_fired_time: 0.0345066488, output_fired_time: 0.0000000000, propagate_forward_time: 3.2938315868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550360203
validation[          , genome  1554] predictions:    9545/  10000 (95.45%), best:    9570/10000 (95.70%), error:      1554.87610, best error:      1425.60876 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.8429946899s, input_fired_time: 0.3054785430, output_fired_time: 0.2156917602, propagate_forward_time: 16.3754863739, propagate_backward_time: 21.0287666321, weight_update_time: 0.0897068381, other_time: 1.9175739288
epoch time: 3.6842207909s, input_fired_time: 0.0345051773, output_fired_time: 0.0000000000, propagate_forward_time: 3.2938952446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558204174
validation[          , genome  1554] predictions:    9558/  10000 (95.58%), best:    9570/10000 (95.70%), error:      1440.81323, best error:      1425.60876 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 39.2638435364s, input_fired_time: 0.3031671345, output_fired_time: 0.2142334282, propagate_forward_time: 16.1021423340, propagate_backward_time: 20.7336139679, weight_update_time: 0.0881439224, other_time: 1.9106884003
epoch time: 3.4778940678s, input_fired_time: 0.0333541520, output_fired_time: 0.0000000000, propagate_forward_time: 3.1069543362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375856876
validation[          , genome  1554] predictions:    9571/  10000 (95.71%), best:    9570/10000 (95.70%), error:      1490.79382, best error:      1425.60876 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 38.9726409912s, input_fired_time: 0.3023411930, output_fired_time: 0.2117872536, propagate_forward_time: 15.9749441147, propagate_backward_time: 20.5810832977, weight_update_time: 0.0883752257, other_time: 1.9024829865
epoch time: 3.6785266399s, input_fired_time: 0.0347672142, output_fired_time: 0.0000000000, propagate_forward_time: 3.2875401974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562192917
validation[          , genome  1554] predictions:    9585/  10000 (95.85%), best:    9570/10000 (95.70%), error:      1468.85132, best error:      1425.60876 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.3409919739s, input_fired_time: 0.2950276434, output_fired_time: 0.2058813274, propagate_forward_time: 15.2704658508, propagate_backward_time: 19.7273406982, weight_update_time: 0.0845459178, other_time: 1.8422737122
epoch time: 3.6855103970s, input_fired_time: 0.0347739197, output_fired_time: 0.0000000000, propagate_forward_time: 3.2948997021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558368683
validation[          , genome  1554] predictions:    9549/  10000 (95.49%), best:    9570/10000 (95.70%), error:      1556.34485, best error:      1425.60876 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.3192825317s, input_fired_time: 0.3042714596, output_fired_time: 0.2141923606, propagate_forward_time: 16.1328754425, propagate_backward_time: 20.7790908813, weight_update_time: 0.0882369354, other_time: 1.8888530731
epoch time: 3.6897535324s, input_fired_time: 0.0348151550, output_fired_time: 0.0000000000, propagate_forward_time: 3.3050265312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499119282
validation[          , genome  1554] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1405.64636, best error:      1405.64636 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 40.0411376953s, input_fired_time: 0.3088669181, output_fired_time: 0.2199403048, propagate_forward_time: 16.4131488800, propagate_backward_time: 21.1663665771, weight_update_time: 0.0902217776, other_time: 1.9328136444
epoch time: 3.6723620892s, input_fired_time: 0.0347277373, output_fired_time: 0.0000000000, propagate_forward_time: 3.2830288410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546054363
validation[          , genome  1554] predictions:    9580/  10000 (95.80%), best:    9593/10000 (95.93%), error:      1419.84216, best error:      1405.64636 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 39.8008270264s, input_fired_time: 0.3070403934, output_fired_time: 0.2180279791, propagate_forward_time: 16.3533973694, propagate_backward_time: 21.0273704529, weight_update_time: 0.0897349045, other_time: 1.8949890137
epoch time: 3.6706659794s, input_fired_time: 0.0347397737, output_fired_time: 0.0000000000, propagate_forward_time: 3.2878789902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480472565
validation[          , genome  1554] predictions:    9569/  10000 (95.69%), best:    9593/10000 (95.93%), error:      1438.92297, best error:      1405.64636 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.7280120850s, input_fired_time: 0.3069223762, output_fired_time: 0.2174667418, propagate_forward_time: 16.3315601349, propagate_backward_time: 20.9671669006, weight_update_time: 0.0893226415, other_time: 1.9048938751
epoch time: 3.6994264126s, input_fired_time: 0.0352646187, output_fired_time: 0.0000000000, propagate_forward_time: 3.3088974953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552641869
validation[          , genome  1554] predictions:    9572/  10000 (95.72%), best:    9593/10000 (95.93%), error:      1436.37183, best error:      1405.64636 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.3754806519s, input_fired_time: 0.3130541444, output_fired_time: 0.2193626761, propagate_forward_time: 16.5666217804, propagate_backward_time: 21.3403549194, weight_update_time: 0.0901782364, other_time: 1.9360866547
epoch time: 3.7043619156s, input_fired_time: 0.0355657153, output_fired_time: 0.0000000000, propagate_forward_time: 3.3142771721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545191288
validation[          , genome  1554] predictions:    9569/  10000 (95.69%), best:    9593/10000 (95.93%), error:      1434.43091, best error:      1405.64636 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.1924324036s, input_fired_time: 0.3100852072, output_fired_time: 0.2193704844, propagate_forward_time: 16.4899883270, propagate_backward_time: 21.2242908478, weight_update_time: 0.0905957073, other_time: 1.9486961365
epoch time: 3.7076272964s, input_fired_time: 0.0355736315, output_fired_time: 0.0000000000, propagate_forward_time: 3.3145580292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574955463
validation[          , genome  1554] predictions:    9563/  10000 (95.63%), best:    9593/10000 (95.93%), error:      1445.51965, best error:      1405.64636 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.5499076843s, input_fired_time: 0.3074358702, output_fired_time: 0.2161800116, propagate_forward_time: 16.1755523682, propagate_backward_time: 20.9250717163, weight_update_time: 0.0894336328, other_time: 1.9256706238
epoch time: 3.7065348625s, input_fired_time: 0.0352706499, output_fired_time: 0.0000000000, propagate_forward_time: 3.3133127689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579514027
validation[          , genome  1554] predictions:    9538/  10000 (95.38%), best:    9593/10000 (95.93%), error:      1513.18457, best error:      1405.64636 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.3274879456s, input_fired_time: 0.3069392145, output_fired_time: 0.2166997045, propagate_forward_time: 16.0736351013, propagate_backward_time: 20.8325653076, weight_update_time: 0.0895793140, other_time: 1.8976478577
epoch time: 3.7040314674s, input_fired_time: 0.0355287530, output_fired_time: 0.0000000000, propagate_forward_time: 3.3159775734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525252342
validation[          , genome  1554] predictions:    9574/  10000 (95.74%), best:    9593/10000 (95.93%), error:      1408.34216, best error:      1405.64636 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 40.5330085754s, input_fired_time: 0.3137023449, output_fired_time: 0.2223870158, propagate_forward_time: 16.6054058075, propagate_backward_time: 21.4657192230, weight_update_time: 0.0915152207, other_time: 1.9257965088
epoch time: 3.7152960300s, input_fired_time: 0.0353718363, output_fired_time: 0.0000000000, propagate_forward_time: 3.3281385899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517856598
validation[          , genome  1554] predictions:    9520/  10000 (95.20%), best:    9593/10000 (95.93%), error:      1595.47034, best error:      1405.64636 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 40.5950660706s, input_fired_time: 0.3138645887, output_fired_time: 0.2232665420, propagate_forward_time: 16.6459522247, propagate_backward_time: 21.4536247253, weight_update_time: 0.0917776376, other_time: 1.9583568573
epoch time: 3.7212927341s, input_fired_time: 0.0356375612, output_fired_time: 0.0000000000, propagate_forward_time: 3.3270356655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586194515
validation[          , genome  1554] predictions:    9563/  10000 (95.63%), best:    9593/10000 (95.93%), error:      1502.78125, best error:      1405.64636 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 40.5693969727s, input_fired_time: 0.3136653602, output_fired_time: 0.2229663581, propagate_forward_time: 16.6424045563, propagate_backward_time: 21.4618301392, weight_update_time: 0.0917993933, other_time: 1.9285335541
epoch time: 3.7144055367s, input_fired_time: 0.0353793800, output_fired_time: 0.0000000000, propagate_forward_time: 3.3269102573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521158695
validation[          , genome  1554] predictions:    9562/  10000 (95.62%), best:    9593/10000 (95.93%), error:      1465.05396, best error:      1405.64636 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 40.5599555969s, input_fired_time: 0.3144172132, output_fired_time: 0.2224827111, propagate_forward_time: 16.6403446198, propagate_backward_time: 21.4555644989, weight_update_time: 0.0916431695, other_time: 1.9271430969
epoch time: 3.4697935581s, input_fired_time: 0.0335809514, output_fired_time: 0.0000000000, propagate_forward_time: 3.0947461128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414664268
validation[          , genome  1554] predictions:    9568/  10000 (95.68%), best:    9593/10000 (95.93%), error:      1463.52515, best error:      1405.64636 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 38.0661392212s, input_fired_time: 0.3018949926, output_fired_time: 0.2092696577, propagate_forward_time: 15.5233802795, propagate_backward_time: 20.1423435211, weight_update_time: 0.0862761140, other_time: 1.8892498016
epoch time: 3.6867592335s, input_fired_time: 0.0353144668, output_fired_time: 0.0000000000, propagate_forward_time: 3.2985107899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529338837
validation[          , genome  1554] predictions:    9591/  10000 (95.91%), best:    9593/10000 (95.93%), error:      1415.06055, best error:      1405.64636 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.2363319397s, input_fired_time: 0.3122103512, output_fired_time: 0.2192359865, propagate_forward_time: 16.4867954254, propagate_backward_time: 21.2975139618, weight_update_time: 0.0911427811, other_time: 1.9205780029
epoch time: 3.6847548485s, input_fired_time: 0.0358356014, output_fired_time: 0.0000000000, propagate_forward_time: 3.2976193428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513000011
validation[          , genome  1554] predictions:    9516/  10000 (95.16%), best:    9593/10000 (95.93%), error:      1553.68262, best error:      1405.64636 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 39.1325645447s, input_fired_time: 0.3069271743, output_fired_time: 0.2151498049, propagate_forward_time: 16.0338935852, propagate_backward_time: 20.6886539459, weight_update_time: 0.0882670507, other_time: 1.8879413605
epoch time: 3.6997432709s, input_fired_time: 0.0355189815, output_fired_time: 0.0000000000, propagate_forward_time: 3.3092632294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549611568
validation[          , genome  1554] predictions:    9573/  10000 (95.73%), best:    9593/10000 (95.93%), error:      1506.48462, best error:      1405.64636 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 40.0256500244s, input_fired_time: 0.3073949218, output_fired_time: 0.2116352022, propagate_forward_time: 16.5245037079, propagate_backward_time: 21.0783710480, weight_update_time: 0.0905179903, other_time: 1.9037437439
epoch time: 3.6909918785s, input_fired_time: 0.0353612900, output_fired_time: 0.0000000000, propagate_forward_time: 3.3057212830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499093056
validation[          , genome  1554] predictions:    9495/  10000 (94.95%), best:    9593/10000 (95.93%), error:      1685.96790, best error:      1405.64636 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 40.2938804626s, input_fired_time: 0.3122651875, output_fired_time: 0.2217124403, propagate_forward_time: 16.5337505341, propagate_backward_time: 21.3150444031, weight_update_time: 0.0910814777, other_time: 1.9111080170
epoch time: 3.6917512417s, input_fired_time: 0.0353802480, output_fired_time: 0.0000000000, propagate_forward_time: 3.3069508076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494200706
validation[          , genome  1554] predictions:    9539/  10000 (95.39%), best:    9593/10000 (95.93%), error:      1557.60107, best error:      1405.64636 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 40.2885322571s, input_fired_time: 0.3128904402, output_fired_time: 0.2216784656, propagate_forward_time: 16.5138282776, propagate_backward_time: 21.3004760742, weight_update_time: 0.0911032706, other_time: 1.9396591187
epoch time: 3.6847229004s, input_fired_time: 0.0354917794, output_fired_time: 0.0000000000, propagate_forward_time: 3.2919743061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572568893
validation[          , genome  1554] predictions:    9471/  10000 (94.71%), best:    9593/10000 (95.93%), error:      1701.34131, best error:      1405.64636 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 40.2664566040s, input_fired_time: 0.3138412833, output_fired_time: 0.2209268808, propagate_forward_time: 16.4918575287, propagate_backward_time: 21.3126640320, weight_update_time: 0.0911761150, other_time: 1.9271640778
epoch time: 3.6615478992s, input_fired_time: 0.0351372026, output_fired_time: 0.0000000000, propagate_forward_time: 3.2794554234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469552994
validation[          , genome  1554] predictions:    9540/  10000 (95.40%), best:    9593/10000 (95.93%), error:      1557.83362, best error:      1405.64636 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.3242111206s, input_fired_time: 0.3137335777, output_fired_time: 0.2209841311, propagate_forward_time: 16.5048274994, propagate_backward_time: 21.3639087677, weight_update_time: 0.0913959965, other_time: 1.9207572937
epoch time: 3.6808557510s, input_fired_time: 0.0357354693, output_fired_time: 0.0000000000, propagate_forward_time: 3.2958993912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492209911
validation[          , genome  1554] predictions:    9549/  10000 (95.49%), best:    9593/10000 (95.93%), error:      1581.38940, best error:      1405.64636 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 40.3100471497s, input_fired_time: 0.3131527603, output_fired_time: 0.2193248570, propagate_forward_time: 16.4950180054, propagate_backward_time: 21.3303184509, weight_update_time: 0.0912871063, other_time: 1.9522323608
epoch time: 3.6925842762s, input_fired_time: 0.0357150100, output_fired_time: 0.0000000000, propagate_forward_time: 3.2982850075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585841656
validation[          , genome  1554] predictions:    9562/  10000 (95.62%), best:    9593/10000 (95.93%), error:      1471.94507, best error:      1405.64636 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 40.2947883606s, input_fired_time: 0.3132406175, output_fired_time: 0.2195182443, propagate_forward_time: 16.4963092804, propagate_backward_time: 21.3225402832, weight_update_time: 0.0912098587, other_time: 1.9431819916
epoch time: 3.6949410439s, input_fired_time: 0.0357284322, output_fired_time: 0.0000000000, propagate_forward_time: 3.3011319637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580806255
validation[          , genome  1554] predictions:    9578/  10000 (95.78%), best:    9593/10000 (95.93%), error:      1434.21594, best error:      1405.64636 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.2894248962s, input_fired_time: 0.3133882880, output_fired_time: 0.2196296901, propagate_forward_time: 16.5076923370, propagate_backward_time: 21.3219909668, weight_update_time: 0.0909693837, other_time: 1.9267215729
epoch time: 3.6934077740s, input_fired_time: 0.0356007479, output_fired_time: 0.0000000000, propagate_forward_time: 3.3095700741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482370377
validation[          , genome  1554] predictions:    9493/  10000 (94.93%), best:    9593/10000 (95.93%), error:      1623.79993, best error:      1405.64636 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 40.0129127502s, input_fired_time: 0.3126661479, output_fired_time: 0.2193286419, propagate_forward_time: 16.4046802521, propagate_backward_time: 21.1363410950, weight_update_time: 0.0902397260, other_time: 1.9398937225
epoch time: 3.6869673729s, input_fired_time: 0.0356467739, output_fired_time: 0.0000000000, propagate_forward_time: 3.2989425659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523781300
validation[          , genome  1554] predictions:    9562/  10000 (95.62%), best:    9593/10000 (95.93%), error:      1424.83838, best error:      1405.64636 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.3314781189s, input_fired_time: 0.3144588470, output_fired_time: 0.2209243178, propagate_forward_time: 16.5491790771, propagate_backward_time: 21.2928791046, weight_update_time: 0.0908784270, other_time: 1.9540386200
epoch time: 3.7005493641s, input_fired_time: 0.0357836224, output_fired_time: 0.0000000000, propagate_forward_time: 3.3073291779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574366570
validation[          , genome  1554] predictions:    9546/  10000 (95.46%), best:    9593/10000 (95.93%), error:      1498.56616, best error:      1405.64636 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.1406097412s, input_fired_time: 0.3128730357, output_fired_time: 0.2167260796, propagate_forward_time: 16.5182151794, propagate_backward_time: 21.1522426605, weight_update_time: 0.0902209878, other_time: 1.9405536652
epoch time: 3.7000856400s, input_fired_time: 0.0360901877, output_fired_time: 0.0000000000, propagate_forward_time: 3.3066425323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573529720
validation[          , genome  1554] predictions:    9521/  10000 (95.21%), best:    9593/10000 (95.93%), error:      1537.10059, best error:      1405.64636 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 40.4591293335s, input_fired_time: 0.3159757853, output_fired_time: 0.2222161293, propagate_forward_time: 16.5924091339, propagate_backward_time: 21.3682518005, weight_update_time: 0.0956368074, other_time: 1.9602756500
epoch time: 3.7076795101s, input_fired_time: 0.0360080451, output_fired_time: 0.0000000000, propagate_forward_time: 3.3099951744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616762161
validation[          , genome  1554] predictions:    9539/  10000 (95.39%), best:    9593/10000 (95.93%), error:      1517.28613, best error:      1405.64636 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.7790679932s, input_fired_time: 0.3121772408, output_fired_time: 0.2224666476, propagate_forward_time: 16.3086681366, propagate_backward_time: 20.9879608154, weight_update_time: 0.0897518918, other_time: 1.9477977753
epoch time: 3.5896127224s, input_fired_time: 0.0351118334, output_fired_time: 0.0000000000, propagate_forward_time: 3.2041306496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503701687
validation[          , genome  1554] predictions:    9558/  10000 (95.58%), best:    9593/10000 (95.93%), error:      1499.21887, best error:      1405.64636 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.9081649780s, input_fired_time: 0.3142726123, output_fired_time: 0.2187651992, propagate_forward_time: 16.3816413879, propagate_backward_time: 21.0737609863, weight_update_time: 0.0900432393, other_time: 1.9197235107
epoch time: 3.6908321381s, input_fired_time: 0.0361349471, output_fired_time: 0.0000000000, propagate_forward_time: 3.2976226807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570744991
validation[          , genome  1554] predictions:    9549/  10000 (95.49%), best:    9593/10000 (95.93%), error:      1466.16553, best error:      1405.64636 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 40.1111602783s, input_fired_time: 0.3150699139, output_fired_time: 0.2207598388, propagate_forward_time: 16.4136619568, propagate_backward_time: 21.2102108002, weight_update_time: 0.0908340514, other_time: 1.9514560699
epoch time: 3.6924355030s, input_fired_time: 0.0364293531, output_fired_time: 0.0000000000, propagate_forward_time: 3.3037290573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522770405
validation[          , genome  1554] predictions:    9571/  10000 (95.71%), best:    9593/10000 (95.93%), error:      1436.84875, best error:      1405.64636 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 40.3917922974s, input_fired_time: 0.3172404468, output_fired_time: 0.2222712338, propagate_forward_time: 16.5274944305, propagate_backward_time: 21.3644351959, weight_update_time: 0.0915498212, other_time: 1.9603500366
epoch time: 3.6988792419s, input_fired_time: 0.0363120064, output_fired_time: 0.0000000000, propagate_forward_time: 3.3034145832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591525555
validation[          , genome  1554] predictions:    9575/  10000 (95.75%), best:    9593/10000 (95.93%), error:      1474.65649, best error:      1405.64636 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.4115028381s, input_fired_time: 0.3165308237, output_fired_time: 0.2218663692, propagate_forward_time: 16.5277099609, propagate_backward_time: 21.3996448517, weight_update_time: 0.0912961587, other_time: 1.9457492828
epoch time: 3.7057497501s, input_fired_time: 0.0363190472, output_fired_time: 0.0000000000, propagate_forward_time: 3.3110582829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583724499
validation[          , genome  1554] predictions:    9583/  10000 (95.83%), best:    9593/10000 (95.93%), error:      1424.95398, best error:      1405.64636 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 40.4654197693s, input_fired_time: 0.3166796863, output_fired_time: 0.2223867625, propagate_forward_time: 16.5741577148, propagate_backward_time: 21.4092617035, weight_update_time: 0.0914459974, other_time: 1.9429340363
epoch time: 3.7013368607s, input_fired_time: 0.0362673737, output_fired_time: 0.0000000000, propagate_forward_time: 3.3140091896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510603905
validation[          , genome  1554] predictions:    9542/  10000 (95.42%), best:    9593/10000 (95.93%), error:      1475.97681, best error:      1405.64636 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 40.3907432556s, input_fired_time: 0.3174167275, output_fired_time: 0.2212969661, propagate_forward_time: 16.5220737457, propagate_backward_time: 21.3757934570, weight_update_time: 0.0913329422, other_time: 1.9541606903
epoch time: 3.6963281631s, input_fired_time: 0.0360710584, output_fired_time: 0.0000000000, propagate_forward_time: 3.3012526035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590044975
validation[          , genome  1554] predictions:    9520/  10000 (95.20%), best:    9593/10000 (95.93%), error:      1567.01929, best error:      1405.64636 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 40.2899246216s, input_fired_time: 0.3171021640, output_fired_time: 0.2220129520, propagate_forward_time: 16.5080738068, propagate_backward_time: 21.3027629852, weight_update_time: 0.0911368951, other_time: 1.9399757385
epoch time: 3.6911215782s, input_fired_time: 0.0360925347, output_fired_time: 0.0000000000, propagate_forward_time: 3.2968652248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581638336
validation[          , genome  1554] predictions:    9565/  10000 (95.65%), best:    9593/10000 (95.93%), error:      1454.53894, best error:      1405.64636 on epoch:    66, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 18.2669181824s, input_fired_time: 0.1753809750, output_fired_time: 0.0000000000, propagate_forward_time: 16.2929801941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7985572815
best training[          , genome  1554] predictions:   48553/  50000 (97.11%), best:    9593/10000 (95.93%), error:      5062.72754, best error:      1405.64636 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.6683056355s, input_fired_time: 0.0346133746, output_fired_time: 0.0000000000, propagate_forward_time: 3.2774257660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562664986
   testing[          , genome  1554] predictions:    9649/  10000 (96.49%), best:    9593/10000 (95.93%), error:      1226.19299, best error:      1405.64636 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:13:29 (68858): called boinc_finish(0)

</stderr_txt>
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