Nameexact_genome_1512568488_41_7123_1
Workunit2606915
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:07:50 UTC
Report deadline21 Dec 2017, 4:16:37 UTC
Received8 Dec 2017, 19:28:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time8 hours 10 min 21 sec
CPU time8 hours 4 min 53 sec
Validate stateValid
Credit3,293.19
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.38 MB
Peak swap size155.77 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
n epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 264.8919982910s, input_fired_time: 2.9227058887, output_fired_time: 2.9175019264, propagate_forward_time: 98.2994766235, propagate_backward_time: 156.0949554443, weight_update_time: 0.2750927508, other_time: 4.6573638916
epoch time: 21.0121974945s, input_fired_time: 0.3633662164, output_fired_time: 0.0000000000, propagate_forward_time: 19.8447074890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8041229248
validation[          , genome  7123] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       864.33575, best error:       765.30273 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 265.2650756836s, input_fired_time: 2.9259064198, output_fired_time: 2.8969612122, propagate_forward_time: 98.4377059937, propagate_backward_time: 156.3305816650, weight_update_time: 0.2761976719, other_time: 4.6739044189
epoch time: 21.6013679504s, input_fired_time: 0.3706391752, output_fired_time: 0.0000000000, propagate_forward_time: 20.3981304169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8325977325
validation[          , genome  7123] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       833.97131, best error:       765.30273 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 263.4283142090s, input_fired_time: 2.9229207039, output_fired_time: 2.9246215820, propagate_forward_time: 98.3772201538, propagate_backward_time: 154.5983886719, weight_update_time: 0.2732988298, other_time: 4.6051635742
epoch time: 21.1381263733s, input_fired_time: 0.3616800606, output_fired_time: 0.0000000000, propagate_forward_time: 19.9509506226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8254947662
validation[          , genome  7123] predictions:    9717/  10000 (97.17%), best:    9777/10000 (97.77%), error:       905.61053, best error:       765.30273 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 267.7691040039s, input_fired_time: 2.9522442818, output_fired_time: 2.9483563900, propagate_forward_time: 99.4221649170, propagate_backward_time: 157.7834472656, weight_update_time: 0.2775574625, other_time: 4.6628875732
epoch time: 21.2820243835s, input_fired_time: 0.3660266995, output_fired_time: 0.0000000000, propagate_forward_time: 20.0860157013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8299827576
validation[          , genome  7123] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       896.14191, best error:       765.30273 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 266.9369201660s, input_fired_time: 2.9432449341, output_fired_time: 2.9514517784, propagate_forward_time: 99.0893859863, propagate_backward_time: 157.2223510742, weight_update_time: 0.2757351995, other_time: 4.7304992676
epoch time: 21.0162658691s, input_fired_time: 0.3644395769, output_fired_time: 0.0000000000, propagate_forward_time: 19.7822704315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8695564270
validation[          , genome  7123] predictions:    9732/  10000 (97.32%), best:    9777/10000 (97.77%), error:       904.88123, best error:       765.30273 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 268.4417114258s, input_fired_time: 2.9575510025, output_fired_time: 2.9584865570, propagate_forward_time: 99.7846679688, propagate_backward_time: 158.0422668457, weight_update_time: 0.2790315151, other_time: 4.6987304688
epoch time: 20.9493637085s, input_fired_time: 0.3654965460, output_fired_time: 0.0000000000, propagate_forward_time: 19.7580604553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8258075714
validation[          , genome  7123] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       795.53156, best error:       765.30273 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 266.0191955566s, input_fired_time: 2.9302067757, output_fired_time: 2.9045093060, propagate_forward_time: 98.6729125977, propagate_backward_time: 156.8162231445, weight_update_time: 0.2746272981, other_time: 4.6953430176
epoch time: 21.0122032166s, input_fired_time: 0.3679122329, output_fired_time: 0.0000000000, propagate_forward_time: 19.7592239380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8850669861
validation[          , genome  7123] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       765.73767, best error:       765.30273 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 263.7830505371s, input_fired_time: 2.9175808430, output_fired_time: 2.8994398117, propagate_forward_time: 97.7712936401, propagate_backward_time: 155.5226898193, weight_update_time: 0.2739286721, other_time: 4.6720428467
epoch time: 20.8732700348s, input_fired_time: 0.3656564355, output_fired_time: 0.0000000000, propagate_forward_time: 19.6602230072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8473911285
validation[          , genome  7123] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       788.35797, best error:       765.30273 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 268.4135742188s, input_fired_time: 2.9651210308, output_fired_time: 2.9510755539, propagate_forward_time: 99.7759246826, propagate_backward_time: 158.0476989746, weight_update_time: 0.2780886292, other_time: 4.6737518311
epoch time: 20.0637321472s, input_fired_time: 0.3524123430, output_fired_time: 0.0000000000, propagate_forward_time: 18.9008998871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8104190826
validation[          , genome  7123] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       734.18518, best error:       734.18518 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 265.5639343262s, input_fired_time: 2.9426496029, output_fired_time: 2.9505362511, propagate_forward_time: 98.7168655396, propagate_backward_time: 156.2534027100, weight_update_time: 0.2785779238, other_time: 4.7004852295
epoch time: 21.2423858643s, input_fired_time: 0.3680172861, output_fired_time: 0.0000000000, propagate_forward_time: 20.0285339355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8458347321
validation[          , genome  7123] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       814.18201, best error:       734.18518 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 264.5022277832s, input_fired_time: 2.9354186058, output_fired_time: 2.9105994701, propagate_forward_time: 98.5787582397, propagate_backward_time: 155.4667053223, weight_update_time: 0.2754851282, other_time: 4.6107177734
epoch time: 21.5466423035s, input_fired_time: 0.3718737662, output_fired_time: 0.0000000000, propagate_forward_time: 20.3429222107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8318462372
validation[          , genome  7123] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       895.28418, best error:       734.18518 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 265.0814514160s, input_fired_time: 2.9330875874, output_fired_time: 2.9323544502, propagate_forward_time: 98.2741851807, propagate_backward_time: 156.2330627441, weight_update_time: 0.2755946517, other_time: 4.7087860107
epoch time: 21.0634632111s, input_fired_time: 0.3701850176, output_fired_time: 0.0000000000, propagate_forward_time: 19.8218955994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8713817596
validation[          , genome  7123] predictions:    9769/  10000 (97.69%), best:    9768/10000 (97.68%), error:       780.28900, best error:       734.18518 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 262.3211975098s, input_fired_time: 2.9242930412, output_fired_time: 2.8968639374, propagate_forward_time: 97.8055801392, propagate_backward_time: 154.1484527588, weight_update_time: 0.2704667151, other_time: 4.5460357666
epoch time: 21.0735187531s, input_fired_time: 0.3697246611, output_fired_time: 0.0000000000, propagate_forward_time: 19.8372993469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8664951324
validation[          , genome  7123] predictions:    9770/  10000 (97.70%), best:    9768/10000 (97.68%), error:       744.94916, best error:       734.18518 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 266.1859741211s, input_fired_time: 2.9522912502, output_fired_time: 2.9168019295, propagate_forward_time: 99.1945571899, propagate_backward_time: 156.4755554199, weight_update_time: 0.2762067616, other_time: 4.6467590332
epoch time: 21.3422031403s, input_fired_time: 0.3726367950, output_fired_time: 0.0000000000, propagate_forward_time: 20.0914134979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8781528473
validation[          , genome  7123] predictions:    9770/  10000 (97.70%), best:    9768/10000 (97.68%), error:       748.36969, best error:       734.18518 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 265.8610839844s, input_fired_time: 2.9396009445, output_fired_time: 2.9471051693, propagate_forward_time: 98.6545486450, propagate_backward_time: 156.7258300781, weight_update_time: 0.2761560380, other_time: 4.5939941406
epoch time: 20.9738826752s, input_fired_time: 0.3664572239, output_fired_time: 0.0000000000, propagate_forward_time: 19.7836742401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8237514496
validation[          , genome  7123] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       850.63812, best error:       734.18518 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 266.2138671875s, input_fired_time: 2.9493155479, output_fired_time: 2.9158520699, propagate_forward_time: 99.0205993652, propagate_backward_time: 156.5795745850, weight_update_time: 0.2756190300, other_time: 4.7485198975
epoch time: 20.7096652985s, input_fired_time: 0.3645174801, output_fired_time: 0.0000000000, propagate_forward_time: 19.4597549438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8853931427
validation[          , genome  7123] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       715.34277, best error:       715.34277 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 263.2435302734s, input_fired_time: 2.9313693047, output_fired_time: 2.8795700073, propagate_forward_time: 98.1829452515, propagate_backward_time: 154.6636810303, weight_update_time: 0.2754525840, other_time: 4.5859527588
epoch time: 18.0222816467s, input_fired_time: 0.3302480280, output_fired_time: 0.0000000000, propagate_forward_time: 16.8942146301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7978191376
validation[          , genome  7123] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       775.45636, best error:       715.34277 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 263.7416687012s, input_fired_time: 2.9299523830, output_fired_time: 2.9216680527, propagate_forward_time: 97.7215805054, propagate_backward_time: 155.4948425293, weight_update_time: 0.2736079991, other_time: 4.6736145020
epoch time: 21.6065959930s, input_fired_time: 0.3748783767, output_fired_time: 0.0000000000, propagate_forward_time: 20.3819770813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8497409821
validation[          , genome  7123] predictions:    9725/  10000 (97.25%), best:    9783/10000 (97.83%), error:       853.58044, best error:       715.34277 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 269.0457763672s, input_fired_time: 2.9688165188, output_fired_time: 2.9606866837, propagate_forward_time: 100.0024795532, propagate_backward_time: 158.4853363037, weight_update_time: 0.2793624699, other_time: 4.6284637451
epoch time: 20.8352260590s, input_fired_time: 0.3649320006, output_fired_time: 0.0000000000, propagate_forward_time: 19.6496315002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8206634521
validation[          , genome  7123] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       777.22046, best error:       715.34277 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 268.0496215820s, input_fired_time: 2.9689655304, output_fired_time: 2.9662413597, propagate_forward_time: 99.5004425049, propagate_backward_time: 157.8674316406, weight_update_time: 0.2784051299, other_time: 4.7465362549
epoch time: 20.3707103729s, input_fired_time: 0.3581701517, output_fired_time: 0.0000000000, propagate_forward_time: 19.1623992920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8501415253
validation[          , genome  7123] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       759.84882, best error:       715.34277 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 268.3152770996s, input_fired_time: 3.0035879612, output_fired_time: 2.9443142414, propagate_forward_time: 100.0908813477, propagate_backward_time: 157.6123657227, weight_update_time: 0.2772018909, other_time: 4.6641235352
epoch time: 20.1789588928s, input_fired_time: 0.3556796014, output_fired_time: 0.0000000000, propagate_forward_time: 19.0097217560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8135566711
validation[          , genome  7123] predictions:    9757/  10000 (97.57%), best:    9783/10000 (97.83%), error:       786.03516, best error:       715.34277 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 268.7372436523s, input_fired_time: 2.9692680836, output_fired_time: 2.9545946121, propagate_forward_time: 100.1917037964, propagate_backward_time: 157.9549407959, weight_update_time: 0.2795157731, other_time: 4.6667327881
epoch time: 20.2628974915s, input_fired_time: 0.3577409685, output_fired_time: 0.0000000000, propagate_forward_time: 19.1156806946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7894763947
validation[          , genome  7123] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       723.67645, best error:       715.34277 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 268.0220947266s, input_fired_time: 2.9685328007, output_fired_time: 2.9629888535, propagate_forward_time: 99.4308776855, propagate_backward_time: 157.9323272705, weight_update_time: 0.2774805129, other_time: 4.7273712158
epoch time: 21.3010101318s, input_fired_time: 0.3731460273, output_fired_time: 0.0000000000, propagate_forward_time: 20.0714397430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8564243317
validation[          , genome  7123] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       739.21216, best error:       715.34277 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 267.6979064941s, input_fired_time: 2.9644246101, output_fired_time: 2.9479813576, propagate_forward_time: 99.5118484497, propagate_backward_time: 157.6294555664, weight_update_time: 0.2754592299, other_time: 4.6442260742
epoch time: 20.8535289764s, input_fired_time: 0.3650673926, output_fired_time: 0.0000000000, propagate_forward_time: 19.5831108093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9053516388
validation[          , genome  7123] predictions:    9689/  10000 (96.89%), best:    9783/10000 (97.83%), error:       981.14429, best error:       715.34277 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 268.5840148926s, input_fired_time: 2.9741950035, output_fired_time: 2.9473481178, propagate_forward_time: 99.8954467773, propagate_backward_time: 158.0150451660, weight_update_time: 0.2772369683, other_time: 4.7519836426
epoch time: 21.5516033173s, input_fired_time: 0.3726545274, output_fired_time: 0.0000000000, propagate_forward_time: 20.3684349060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8105144501
validation[          , genome  7123] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       735.30298, best error:       715.34277 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 270.1899108887s, input_fired_time: 2.9782314301, output_fired_time: 2.9750604630, propagate_forward_time: 100.5788955688, propagate_backward_time: 158.9725494385, weight_update_time: 0.2788019478, other_time: 4.6851654053
epoch time: 21.2063789368s, input_fired_time: 0.3741154075, output_fired_time: 0.0000000000, propagate_forward_time: 19.8407859802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9914779663
validation[          , genome  7123] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       692.47479, best error:       692.47479 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 269.4360656738s, input_fired_time: 2.9822528362, output_fired_time: 2.9701778889, propagate_forward_time: 100.4650955200, propagate_backward_time: 158.3709411621, weight_update_time: 0.2783055007, other_time: 4.6476135254
epoch time: 21.4409503937s, input_fired_time: 0.3741768003, output_fired_time: 0.0000000000, propagate_forward_time: 20.1841735840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8826007843
validation[          , genome  7123] predictions:    9745/  10000 (97.45%), best:    9788/10000 (97.88%), error:       827.10248, best error:       692.47479 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 268.1647644043s, input_fired_time: 2.9745430946, output_fired_time: 2.9593472481, propagate_forward_time: 99.9310455322, propagate_backward_time: 157.6261291504, weight_update_time: 0.2779886425, other_time: 4.6736907959
epoch time: 21.4064235687s, input_fired_time: 0.3718571365, output_fired_time: 0.0000000000, propagate_forward_time: 20.1805419922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8540248871
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9788/10000 (97.88%), error:       718.68719, best error:       692.47479 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 266.6125793457s, input_fired_time: 2.9562482834, output_fired_time: 2.9387285709, propagate_forward_time: 99.1081695557, propagate_backward_time: 156.8800506592, weight_update_time: 0.2770526409, other_time: 4.7294006348
epoch time: 20.7805328369s, input_fired_time: 0.3650981486, output_fired_time: 0.0000000000, propagate_forward_time: 19.5240097046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8914241791
validation[          , genome  7123] predictions:    9749/  10000 (97.49%), best:    9788/10000 (97.88%), error:       796.66943, best error:       692.47479 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 267.6217041016s, input_fired_time: 2.9602801800, output_fired_time: 2.9573278427, propagate_forward_time: 99.4528121948, propagate_backward_time: 157.5195770264, weight_update_time: 0.2764725387, other_time: 4.7317047119
epoch time: 21.5352420807s, input_fired_time: 0.3776578903, output_fired_time: 0.0000000000, propagate_forward_time: 20.2062129974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9513721466
validation[          , genome  7123] predictions:    9725/  10000 (97.25%), best:    9788/10000 (97.88%), error:       916.34357, best error:       692.47479 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 264.0115966797s, input_fired_time: 2.9433097839, output_fired_time: 2.9038865566, propagate_forward_time: 98.0576934814, propagate_backward_time: 155.4283752441, weight_update_time: 0.2757144868, other_time: 4.6783294678
epoch time: 21.4570102692s, input_fired_time: 0.3694685698, output_fired_time: 0.0000000000, propagate_forward_time: 20.2684078217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8191337585
validation[          , genome  7123] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       768.75287, best error:       692.47479 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 266.8639526367s, input_fired_time: 2.9620401859, output_fired_time: 2.9522762299, propagate_forward_time: 99.1034774780, propagate_backward_time: 157.0894927979, weight_update_time: 0.2753721774, other_time: 4.7566680908
epoch time: 21.1414718628s, input_fired_time: 0.3705166280, output_fired_time: 0.0000000000, propagate_forward_time: 19.9327068329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8382492065
validation[          , genome  7123] predictions:    9771/  10000 (97.71%), best:    9788/10000 (97.88%), error:       739.59424, best error:       692.47479 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 265.1393737793s, input_fired_time: 2.9520220757, output_fired_time: 2.9281668663, propagate_forward_time: 98.7426681519, propagate_backward_time: 155.8165130615, weight_update_time: 0.2749442458, other_time: 4.6999969482
epoch time: 19.4876537323s, input_fired_time: 0.3512619734, output_fired_time: 0.0000000000, propagate_forward_time: 18.2445259094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8918666840
validation[          , genome  7123] predictions:    9756/  10000 (97.56%), best:    9788/10000 (97.88%), error:       822.18781, best error:       692.47479 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 264.1744384766s, input_fired_time: 2.9345512390, output_fired_time: 2.9139697552, propagate_forward_time: 98.0172882080, propagate_backward_time: 155.7444305420, weight_update_time: 0.2728317976, other_time: 4.5642089844
epoch time: 21.3655281067s, input_fired_time: 0.3723753691, output_fired_time: 0.0000000000, propagate_forward_time: 20.1248035431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8683490753
validation[          , genome  7123] predictions:    9779/  10000 (97.79%), best:    9788/10000 (97.88%), error:       705.70087, best error:       692.47479 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 268.5978088379s, input_fired_time: 2.9753189087, output_fired_time: 2.9525482655, propagate_forward_time: 100.0300827026, propagate_backward_time: 157.9822692871, weight_update_time: 0.2787101865, other_time: 4.6575927734
epoch time: 21.4019165039s, input_fired_time: 0.3754219413, output_fired_time: 0.0000000000, propagate_forward_time: 20.0540390015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9724559784
validation[          , genome  7123] predictions:    9745/  10000 (97.45%), best:    9788/10000 (97.88%), error:       790.99207, best error:       692.47479 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 267.5359191895s, input_fired_time: 2.9726650715, output_fired_time: 2.9605484009, propagate_forward_time: 99.7452392578, propagate_backward_time: 157.2887420654, weight_update_time: 0.2777340114, other_time: 4.5687408447
epoch time: 20.0286712646s, input_fired_time: 0.3575282395, output_fired_time: 0.0000000000, propagate_forward_time: 18.7893600464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8817825317
validation[          , genome  7123] predictions:    9742/  10000 (97.42%), best:    9788/10000 (97.88%), error:       843.84021, best error:       692.47479 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 264.0946960449s, input_fired_time: 2.9391548634, output_fired_time: 2.9223186970, propagate_forward_time: 97.8620681763, propagate_backward_time: 155.6772460938, weight_update_time: 0.2741805613, other_time: 4.6939086914
epoch time: 20.4833431244s, input_fired_time: 0.3613141775, output_fired_time: 0.0000000000, propagate_forward_time: 19.3233165741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7987117767
validation[          , genome  7123] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       761.68347, best error:       692.47479 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 265.0110473633s, input_fired_time: 2.9492487907, output_fired_time: 2.9216375351, propagate_forward_time: 98.2639236450, propagate_backward_time: 156.2000122070, weight_update_time: 0.2756955922, other_time: 4.6762390137
epoch time: 21.2143383026s, input_fired_time: 0.3710438013, output_fired_time: 0.0000000000, propagate_forward_time: 20.0203418732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8229522705
validation[          , genome  7123] predictions:    9758/  10000 (97.58%), best:    9788/10000 (97.88%), error:       778.92706, best error:       692.47479 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 264.1166992188s, input_fired_time: 2.9379091263, output_fired_time: 2.8991897106, propagate_forward_time: 97.8281860352, propagate_backward_time: 155.8207244873, weight_update_time: 0.2739347219, other_time: 4.6306915283
epoch time: 20.5742263794s, input_fired_time: 0.3643759191, output_fired_time: 0.0000000000, propagate_forward_time: 19.3501510620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8596992493
validation[          , genome  7123] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       826.08038, best error:       692.47479 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 262.8311157227s, input_fired_time: 2.9347269535, output_fired_time: 2.9103548527, propagate_forward_time: 97.3360519409, propagate_backward_time: 154.9549255371, weight_update_time: 0.2722986639, other_time: 4.6950378418
epoch time: 20.7424392700s, input_fired_time: 0.3684188724, output_fired_time: 0.0000000000, propagate_forward_time: 19.4522972107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9217224121
validation[          , genome  7123] predictions:    9777/  10000 (97.77%), best:    9788/10000 (97.88%), error:       695.38373, best error:       692.47479 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 264.6905517578s, input_fired_time: 2.9587662220, output_fired_time: 2.9097030163, propagate_forward_time: 98.6301269531, propagate_backward_time: 155.5605163574, weight_update_time: 0.2742184997, other_time: 4.6314392090
epoch time: 20.7552413940s, input_fired_time: 0.3667656779, output_fired_time: 0.0000000000, propagate_forward_time: 19.5753803253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8130950928
validation[          , genome  7123] predictions:    9694/  10000 (96.94%), best:    9788/10000 (97.88%), error:       942.14001, best error:       692.47479 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 264.9043884277s, input_fired_time: 2.9560902119, output_fired_time: 2.9240801334, propagate_forward_time: 98.1805725098, propagate_backward_time: 156.1078491211, weight_update_time: 0.2736040354, other_time: 4.7358093262
epoch time: 21.1543045044s, input_fired_time: 0.3732947409, output_fired_time: 0.0000000000, propagate_forward_time: 19.9450550079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8359546661
validation[          , genome  7123] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       770.83020, best error:       692.47479 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 267.1977539063s, input_fired_time: 2.9675517082, output_fired_time: 2.9366488457, propagate_forward_time: 99.3060684204, propagate_backward_time: 157.2836608887, weight_update_time: 0.2781488001, other_time: 4.7038269043
epoch time: 21.0053424835s, input_fired_time: 0.3682130873, output_fired_time: 0.0000000000, propagate_forward_time: 19.8146667480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8224620819
validation[          , genome  7123] predictions:    9746/  10000 (97.46%), best:    9788/10000 (97.88%), error:       786.49695, best error:       692.47479 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 264.0953369141s, input_fired_time: 2.9509081841, output_fired_time: 2.8991880417, propagate_forward_time: 98.1197967529, propagate_backward_time: 155.5268249512, weight_update_time: 0.2751392424, other_time: 4.5986175537
epoch time: 21.6157951355s, input_fired_time: 0.3768359721, output_fired_time: 0.0000000000, propagate_forward_time: 20.4081516266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8308067322
validation[          , genome  7123] predictions:    9796/  10000 (97.96%), best:    9788/10000 (97.88%), error:       698.05725, best error:       692.47479 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 267.6237792969s, input_fired_time: 2.9730012417, output_fired_time: 2.9485940933, propagate_forward_time: 99.3573226929, propagate_backward_time: 157.6468200684, weight_update_time: 0.2773269713, other_time: 4.6980285645
epoch time: 20.1253776550s, input_fired_time: 0.3591611087, output_fired_time: 0.0000000000, propagate_forward_time: 18.9539909363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8122253418
validation[          , genome  7123] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       798.18933, best error:       692.47479 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 266.5402221680s, input_fired_time: 2.9688384533, output_fired_time: 2.9239864349, propagate_forward_time: 99.3578338623, propagate_backward_time: 156.6609802246, weight_update_time: 0.2757156491, other_time: 4.6285858154
epoch time: 21.2245960236s, input_fired_time: 0.3747149110, output_fired_time: 0.0000000000, propagate_forward_time: 20.0309753418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8189048767
validation[          , genome  7123] predictions:    9750/  10000 (97.50%), best:    9788/10000 (97.88%), error:       838.59979, best error:       692.47479 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 264.9200134277s, input_fired_time: 2.9604256153, output_fired_time: 2.9164915085, propagate_forward_time: 98.6598587036, propagate_backward_time: 155.7662811279, weight_update_time: 0.2747282386, other_time: 4.6169586182
epoch time: 21.0288791656s, input_fired_time: 0.3702277243, output_fired_time: 0.0000000000, propagate_forward_time: 19.8486919403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8099594116
validation[          , genome  7123] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       678.80560, best error:       678.80560 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 268.9354248047s, input_fired_time: 2.9909653664, output_fired_time: 2.9567811489, propagate_forward_time: 99.9076004028, propagate_backward_time: 158.4091033936, weight_update_time: 0.2785441279, other_time: 4.6709747314
epoch time: 21.3462696075s, input_fired_time: 0.3754271865, output_fired_time: 0.0000000000, propagate_forward_time: 20.1130447388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8577976227
validation[          , genome  7123] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       741.67932, best error:       678.80560 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 258.0301818848s, input_fired_time: 2.9083335400, output_fired_time: 2.8544864655, propagate_forward_time: 95.7546386719, propagate_backward_time: 151.8803863525, weight_update_time: 0.2677020729, other_time: 4.6323242188
epoch time: 20.3733654022s, input_fired_time: 0.3650859296, output_fired_time: 0.0000000000, propagate_forward_time: 19.2015190125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8067607880
validation[          , genome  7123] predictions:    9798/  10000 (97.98%), best:    9783/10000 (97.83%), error:       690.34198, best error:       678.80560 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 266.9065856934s, input_fired_time: 2.9778339863, output_fired_time: 2.9458496571, propagate_forward_time: 99.3269119263, propagate_backward_time: 156.9904632568, weight_update_time: 0.2770067751, other_time: 4.6655120850
epoch time: 21.0949554443s, input_fired_time: 0.3716621995, output_fired_time: 0.0000000000, propagate_forward_time: 19.9175090790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8057842255
validation[          , genome  7123] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       808.23621, best error:       678.80560 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 263.4483642578s, input_fired_time: 2.9579298496, output_fired_time: 2.9100353718, propagate_forward_time: 98.1041793823, propagate_backward_time: 154.8031921387, weight_update_time: 0.2741829157, other_time: 4.6730346680
epoch time: 21.4359493256s, input_fired_time: 0.3766690195, output_fired_time: 0.0000000000, propagate_forward_time: 20.1880187988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8712615967
validation[          , genome  7123] predictions:    9738/  10000 (97.38%), best:    9783/10000 (97.83%), error:       820.13800, best error:       678.80560 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 261.5299377441s, input_fired_time: 2.9276111126, output_fired_time: 2.8640544415, propagate_forward_time: 97.0944824219, propagate_backward_time: 153.9606628418, weight_update_time: 0.2732581198, other_time: 4.6831207275
epoch time: 21.2210311890s, input_fired_time: 0.3721372485, output_fired_time: 0.0000000000, propagate_forward_time: 20.0169239044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8319702148
validation[          , genome  7123] predictions:    9713/  10000 (97.13%), best:    9783/10000 (97.83%), error:       911.31067, best error:       678.80560 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 266.8698425293s, input_fired_time: 2.9739749432, output_fired_time: 2.9479238987, propagate_forward_time: 99.3521728516, propagate_backward_time: 156.9692077637, weight_update_time: 0.2777030766, other_time: 4.6265563965
epoch time: 20.2284946442s, input_fired_time: 0.3615569472, output_fired_time: 0.0000000000, propagate_forward_time: 19.0739173889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7930202484
validation[          , genome  7123] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       829.46637, best error:       678.80560 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 268.3341369629s, input_fired_time: 2.9916384220, output_fired_time: 2.9667887688, propagate_forward_time: 99.7958831787, propagate_backward_time: 157.8236083984, weight_update_time: 0.2795015872, other_time: 4.7562103271
epoch time: 20.9747047424s, input_fired_time: 0.3723121583, output_fired_time: 0.0000000000, propagate_forward_time: 19.7499217987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8524703979
validation[          , genome  7123] predictions:    9771/  10000 (97.71%), best:    9783/10000 (97.83%), error:       697.88464, best error:       678.80560 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 267.0110473633s, input_fired_time: 2.9822201729, output_fired_time: 2.9420435429, propagate_forward_time: 99.5801773071, propagate_backward_time: 156.8485260010, weight_update_time: 0.2762520313, other_time: 4.6580963135
epoch time: 20.6946315765s, input_fired_time: 0.3709071577, output_fired_time: 0.0000000000, propagate_forward_time: 19.4018077850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9219169617
validation[          , genome  7123] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       754.11536, best error:       678.80560 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 263.8506774902s, input_fired_time: 2.9657442570, output_fired_time: 2.9110076427, propagate_forward_time: 97.8319473267, propagate_backward_time: 155.4248657227, weight_update_time: 0.2743512094, other_time: 4.7171020508
epoch time: 20.6963558197s, input_fired_time: 0.3728098869, output_fired_time: 0.0000000000, propagate_forward_time: 19.3663330078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9572124481
validation[          , genome  7123] predictions:    9781/  10000 (97.81%), best:    9783/10000 (97.83%), error:       731.00586, best error:       678.80560 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 264.3450317383s, input_fired_time: 2.9598028660, output_fired_time: 2.9111485481, propagate_forward_time: 98.2303009033, propagate_backward_time: 155.6378021240, weight_update_time: 0.2747388780, other_time: 4.6059570313
epoch time: 21.2563247681s, input_fired_time: 0.3757166862, output_fired_time: 0.0000000000, propagate_forward_time: 19.9444885254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9361190796
validation[          , genome  7123] predictions:    9742/  10000 (97.42%), best:    9783/10000 (97.83%), error:       817.72241, best error:       678.80560 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 265.0053710938s, input_fired_time: 2.9654824734, output_fired_time: 2.9151647091, propagate_forward_time: 98.9440841675, propagate_backward_time: 155.6019897461, weight_update_time: 0.2733961046, other_time: 4.5786437988
epoch time: 20.3997535706s, input_fired_time: 0.3644773066, output_fired_time: 0.0000000000, propagate_forward_time: 19.2114906311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8237857819
validation[          , genome  7123] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       790.84741, best error:       678.80560 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 265.9983825684s, input_fired_time: 2.9742426872, output_fired_time: 2.9438867569, propagate_forward_time: 98.7240753174, propagate_backward_time: 156.7146148682, weight_update_time: 0.2750193775, other_time: 4.6415710449
epoch time: 21.6170330048s, input_fired_time: 0.3814638257, output_fired_time: 0.0000000000, propagate_forward_time: 20.2774162292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9581527710
validation[          , genome  7123] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       769.91858, best error:       678.80560 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 266.1184387207s, input_fired_time: 2.9705669880, output_fired_time: 2.9146234989, propagate_forward_time: 98.5651779175, propagate_backward_time: 156.9240417480, weight_update_time: 0.2768158019, other_time: 4.7440185547
epoch time: 21.4015388489s, input_fired_time: 0.3798539639, output_fired_time: 0.0000000000, propagate_forward_time: 20.0711708069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9505138397
validation[          , genome  7123] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       649.24420, best error:       649.24420 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 264.3894042969s, input_fired_time: 2.9617848396, output_fired_time: 2.9007523060, propagate_forward_time: 98.0811462402, propagate_backward_time: 155.7313385010, weight_update_time: 0.2756320238, other_time: 4.7143707275
epoch time: 21.3421306610s, input_fired_time: 0.3770824671, output_fired_time: 0.0000000000, propagate_forward_time: 20.1444683075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8205795288
validation[          , genome  7123] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       729.39307, best error:       649.24420 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 266.6047058105s, input_fired_time: 2.9828395844, output_fired_time: 2.9257352352, propagate_forward_time: 99.0731506348, propagate_backward_time: 156.9397583008, weight_update_time: 0.2772859037, other_time: 4.6832275391
epoch time: 20.5818023682s, input_fired_time: 0.3680123687, output_fired_time: 0.0000000000, propagate_forward_time: 19.3560161591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8577747345
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9807/10000 (98.07%), error:       705.95490, best error:       649.24420 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 268.5686035156s, input_fired_time: 2.9896230698, output_fired_time: 2.9711017609, propagate_forward_time: 99.6718368530, propagate_backward_time: 158.2143554688, weight_update_time: 0.2787663341, other_time: 4.7216796875
epoch time: 20.9668941498s, input_fired_time: 0.3741447031, output_fired_time: 0.0000000000, propagate_forward_time: 19.7387332916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8540153503
validation[          , genome  7123] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       759.52509, best error:       649.24420 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 266.1611938477s, input_fired_time: 2.9805564880, output_fired_time: 2.9463868141, propagate_forward_time: 99.0612869263, propagate_backward_time: 156.4912109375, weight_update_time: 0.2763003707, other_time: 4.6817626953
epoch time: 21.0627689362s, input_fired_time: 0.3752799034, output_fired_time: 0.0000000000, propagate_forward_time: 19.7901744843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8973140717
validation[          , genome  7123] predictions:    9767/  10000 (97.67%), best:    9807/10000 (98.07%), error:       735.41357, best error:       649.24420 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 267.7860412598s, input_fired_time: 2.9916889668, output_fired_time: 2.9560909271, propagate_forward_time: 99.6934432983, propagate_backward_time: 157.4565429688, weight_update_time: 0.2784738541, other_time: 4.6882629395
epoch time: 20.9141635895s, input_fired_time: 0.3711827695, output_fired_time: 0.0000000000, propagate_forward_time: 19.7162799835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8267002106
validation[          , genome  7123] predictions:    9737/  10000 (97.37%), best:    9807/10000 (98.07%), error:       846.83124, best error:       649.24420 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 265.4140014648s, input_fired_time: 2.9704596996, output_fired_time: 2.9264602661, propagate_forward_time: 98.6648025513, propagate_backward_time: 156.2247467041, weight_update_time: 0.2733619213, other_time: 4.6275482178
epoch time: 20.5670051575s, input_fired_time: 0.3701608777, output_fired_time: 0.0000000000, propagate_forward_time: 19.3572864532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8395576477
validation[          , genome  7123] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       752.03796, best error:       649.24420 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 266.0674438477s, input_fired_time: 2.9807751179, output_fired_time: 2.9325513840, propagate_forward_time: 98.6734237671, propagate_backward_time: 156.7475738525, weight_update_time: 0.2758774161, other_time: 4.7331085205
epoch time: 19.6272811890s, input_fired_time: 0.3550791144, output_fired_time: 0.0000000000, propagate_forward_time: 18.4054107666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8667907715
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9807/10000 (98.07%), error:       740.46863, best error:       649.24420 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 265.2614135742s, input_fired_time: 2.9708137512, output_fired_time: 2.9346547127, propagate_forward_time: 98.5567779541, propagate_backward_time: 156.1697387695, weight_update_time: 0.2734834552, other_time: 4.6294097900
epoch time: 21.0037059784s, input_fired_time: 0.3739162087, output_fired_time: 0.0000000000, propagate_forward_time: 19.6993541718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9304351807
validation[          , genome  7123] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       751.00000, best error:       649.24420 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 268.3623657227s, input_fired_time: 2.9888083935, output_fired_time: 2.9698612690, propagate_forward_time: 99.4838943481, propagate_backward_time: 158.2456207275, weight_update_time: 0.2782312036, other_time: 4.6742095947
epoch time: 21.1294479370s, input_fired_time: 0.3768194616, output_fired_time: 0.0000000000, propagate_forward_time: 19.9223155975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8303127289
validation[          , genome  7123] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       717.19995, best error:       649.24420 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 268.6763000488s, input_fired_time: 3.0069127083, output_fired_time: 2.9613378048, propagate_forward_time: 100.2446899414, propagate_backward_time: 157.7705078125, weight_update_time: 0.2774178386, other_time: 4.6928405762
epoch time: 21.6011085510s, input_fired_time: 0.3826156557, output_fired_time: 0.0000000000, propagate_forward_time: 20.3603973389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8580951691
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9807/10000 (98.07%), error:       687.00623, best error:       649.24420 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 265.3052062988s, input_fired_time: 2.9723470211, output_fired_time: 2.9200522900, propagate_forward_time: 98.6472244263, propagate_backward_time: 156.0992279053, weight_update_time: 0.2736214697, other_time: 4.6663665771
epoch time: 20.7619342804s, input_fired_time: 0.3718233407, output_fired_time: 0.0000000000, propagate_forward_time: 19.5036373138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8864727020
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9807/10000 (98.07%), error:       678.91998, best error:       649.24420 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 268.2609252930s, input_fired_time: 2.9986078739, output_fired_time: 2.9553275108, propagate_forward_time: 99.6262130737, propagate_backward_time: 158.0071105957, weight_update_time: 0.2800929546, other_time: 4.6736755371
epoch time: 20.8708953857s, input_fired_time: 0.3737458587, output_fired_time: 0.0000000000, propagate_forward_time: 19.5398845673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9572658539
validation[          , genome  7123] predictions:    9779/  10000 (97.79%), best:    9807/10000 (98.07%), error:       722.29907, best error:       649.24420 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 266.5408020020s, input_fired_time: 2.9915244579, output_fired_time: 2.9388496876, propagate_forward_time: 99.2432785034, propagate_backward_time: 156.6648254395, weight_update_time: 0.2769577205, other_time: 4.7023315430
epoch time: 21.1482906342s, input_fired_time: 0.3754423857, output_fired_time: 0.0000000000, propagate_forward_time: 19.9441204071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8287277222
validation[          , genome  7123] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       671.57428, best error:       649.24420 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 267.1618347168s, input_fired_time: 2.9938883781, output_fired_time: 2.9571127892, propagate_forward_time: 99.0872497559, propagate_backward_time: 157.3469543457, weight_update_time: 0.2769110501, other_time: 4.7766113281
epoch time: 20.7088356018s, input_fired_time: 0.3732395172, output_fired_time: 0.0000000000, propagate_forward_time: 19.4958171844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8397789001
validation[          , genome  7123] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       709.79651, best error:       649.24420 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 268.5416870117s, input_fired_time: 3.0081102848, output_fired_time: 2.9400086403, propagate_forward_time: 100.1359024048, propagate_backward_time: 157.8410644531, weight_update_time: 0.2770107687, other_time: 4.6166076660
epoch time: 21.1043777466s, input_fired_time: 0.3766756356, output_fired_time: 0.0000000000, propagate_forward_time: 19.8626785278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8650226593
validation[          , genome  7123] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       729.46515, best error:       649.24420 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 266.9407958984s, input_fired_time: 3.0009987354, output_fired_time: 2.9500365257, propagate_forward_time: 99.3362808228, propagate_backward_time: 156.9337158203, weight_update_time: 0.2792135477, other_time: 4.7197570801
epoch time: 21.2321071625s, input_fired_time: 0.3761961162, output_fired_time: 0.0000000000, propagate_forward_time: 20.0405559540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8153553009
validation[          , genome  7123] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       716.38605, best error:       649.24420 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 269.5435791016s, input_fired_time: 3.0174391270, output_fired_time: 2.9775912762, propagate_forward_time: 100.3933868408, propagate_backward_time: 158.4616241455, weight_update_time: 0.2795597613, other_time: 4.6935424805
epoch time: 20.7581062317s, input_fired_time: 0.3721673787, output_fired_time: 0.0000000000, propagate_forward_time: 19.5644664764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8214721680
validation[          , genome  7123] predictions:    9773/  10000 (97.73%), best:    9807/10000 (98.07%), error:       754.24237, best error:       649.24420 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 267.7942199707s, input_fired_time: 3.0035388470, output_fired_time: 2.9522798061, propagate_forward_time: 99.5357437134, propagate_backward_time: 157.5207061768, weight_update_time: 0.2776871324, other_time: 4.7819671631
epoch time: 20.1628913879s, input_fired_time: 0.3645325303, output_fired_time: 0.0000000000, propagate_forward_time: 19.0029850006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7953739166
validation[          , genome  7123] predictions:    9768/  10000 (97.68%), best:    9807/10000 (98.07%), error:       759.95081, best error:       649.24420 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 266.2664184570s, input_fired_time: 2.9886093140, output_fired_time: 2.9273173809, propagate_forward_time: 98.8011474609, propagate_backward_time: 156.9241027832, weight_update_time: 0.2748290300, other_time: 4.6252441406
epoch time: 21.2426414490s, input_fired_time: 0.3775652349, output_fired_time: 0.0000000000, propagate_forward_time: 20.0509700775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8141059875
validation[          , genome  7123] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       643.37286, best error:       643.37286 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 263.8572387695s, input_fired_time: 2.9818575382, output_fired_time: 2.9116241932, propagate_forward_time: 98.3542251587, propagate_backward_time: 154.9223480225, weight_update_time: 0.2732829452, other_time: 4.6871795654
epoch time: 21.3164405823s, input_fired_time: 0.3794457912, output_fired_time: 0.0000000000, propagate_forward_time: 20.1099414825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8270530701
validation[          , genome  7123] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       707.15350, best error:       643.37286 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 265.8928833008s, input_fired_time: 2.9811680317, output_fired_time: 2.9133732319, propagate_forward_time: 98.5186157227, propagate_backward_time: 156.8262481689, weight_update_time: 0.2735753357, other_time: 4.6534881592
epoch time: 21.2806453705s, input_fired_time: 0.3773296177, output_fired_time: 0.0000000000, propagate_forward_time: 20.0710086823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8323078156
validation[          , genome  7123] predictions:    9798/  10000 (97.98%), best:    9795/10000 (97.95%), error:       662.24847, best error:       643.37286 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 262.2879333496s, input_fired_time: 2.9549610615, output_fired_time: 2.8922951221, propagate_forward_time: 97.1727752686, propagate_backward_time: 154.7042236328, weight_update_time: 0.2736746073, other_time: 4.5636749268
epoch time: 21.2076759338s, input_fired_time: 0.3838153481, output_fired_time: 0.0000000000, propagate_forward_time: 19.9696617126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8541984558
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9795/10000 (97.95%), error:       662.59448, best error:       643.37286 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 262.8012084961s, input_fired_time: 2.9586813450, output_fired_time: 2.9013845921, propagate_forward_time: 97.2448730469, propagate_backward_time: 155.0987548828, weight_update_time: 0.2743067145, other_time: 4.5975036621
epoch time: 21.0118217468s, input_fired_time: 0.3827411830, output_fired_time: 0.0000000000, propagate_forward_time: 19.6642780304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9648017883
validation[          , genome  7123] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       704.42944, best error:       643.37286 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 267.0366210938s, input_fired_time: 2.9983913898, output_fired_time: 2.9379479885, propagate_forward_time: 99.2046661377, propagate_backward_time: 157.2402343750, weight_update_time: 0.2773224413, other_time: 4.6553802490
epoch time: 21.3167839050s, input_fired_time: 0.3817504942, output_fired_time: 0.0000000000, propagate_forward_time: 20.0984878540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8365459442
validation[          , genome  7123] predictions:    9786/  10000 (97.86%), best:    9795/10000 (97.95%), error:       689.10352, best error:       643.37286 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 268.4570617676s, input_fired_time: 3.0146808624, output_fired_time: 2.9559011459, propagate_forward_time: 100.0589447021, propagate_backward_time: 157.6590728760, weight_update_time: 0.2778429091, other_time: 4.7684631348
epoch time: 21.5164203644s, input_fired_time: 0.3838978708, output_fired_time: 0.0000000000, propagate_forward_time: 20.2974910736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8350315094
validation[          , genome  7123] predictions:    9776/  10000 (97.76%), best:    9795/10000 (97.95%), error:       744.08344, best error:       643.37286 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 267.3301696777s, input_fired_time: 3.0069184303, output_fired_time: 2.9609735012, propagate_forward_time: 99.3300170898, propagate_backward_time: 157.2791290283, weight_update_time: 0.2760228515, other_time: 4.7531280518
epoch time: 21.5040588379s, input_fired_time: 0.3818244040, output_fired_time: 0.0000000000, propagate_forward_time: 20.2944011688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8278331757
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9795/10000 (97.95%), error:       690.38983, best error:       643.37286 on epoch:    93, 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: 102.4598541260s, input_fired_time: 1.8545672894, output_fired_time: 0.0000000000, propagate_forward_time: 96.3589706421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2463150024
best training[          , genome  7123] predictions:   49815/  50000 (99.63%), best:    9795/10000 (97.95%), error:       918.47070, best error:       643.37286 on epoch:    93, 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: 19.3350658417s, input_fired_time: 0.3523761928, output_fired_time: 0.0000000000, propagate_forward_time: 18.2057418823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7769470215
   testing[          , genome  7123] predictions:    9804/  10000 (98.04%), best:    9795/10000 (97.95%), error:       616.70789, best error:       643.37286 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:28:10 (3012): called boinc_finish(0)

</stderr_txt>
]]>