Nameexact_genome_1512568488_41_6347_1
Workunit2603019
Created7 Dec 2017, 19:19:46 UTC
Sent7 Dec 2017, 19:26:16 UTC
Report deadline15 Dec 2017, 17:56:47 UTC
Received8 Dec 2017, 15:15:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 53 min 55 sec
CPU time3 hours 53 min 35 sec
Validate stateValid
Credit1,984.47
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.86 MB
Peak swap size152.45 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
067108154, propagate_backward_time: 71.7916030884, weight_update_time: 0.1276217848, other_time: 2.9121017456
epoch time: 10.6942138672s, input_fired_time: 0.1613635570, output_fired_time: 0.0000000000, propagate_forward_time: 10.0064125061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264377594
validation[          , genome  6347] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1208.12402, best error:      1208.12402 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 125.7561721802s, input_fired_time: 1.3675646782, output_fired_time: 0.9939795136, propagate_forward_time: 48.5954704285, propagate_backward_time: 71.8735351562, weight_update_time: 0.1283849627, other_time: 2.9256286621
epoch time: 10.6593723297s, input_fired_time: 0.1627470553, output_fired_time: 0.0000000000, propagate_forward_time: 9.9714527130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251722336
validation[          , genome  6347] predictions:    9627/  10000 (96.27%), best:    9639/10000 (96.39%), error:      1259.02747, best error:      1208.12402 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.7448730469s, input_fired_time: 1.3826757669, output_fired_time: 1.0056592226, propagate_forward_time: 49.8385391235, propagate_backward_time: 73.5673751831, weight_update_time: 0.1300968230, other_time: 2.9506225586
epoch time: 10.6772127151s, input_fired_time: 0.1610172242, output_fired_time: 0.0000000000, propagate_forward_time: 9.9995431900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166521072
validation[          , genome  6347] predictions:    9259/  10000 (92.59%), best:    9639/10000 (96.39%), error:      2448.87939, best error:      1208.12402 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 128.7332611084s, input_fired_time: 1.3784075975, output_fired_time: 0.9981710315, propagate_forward_time: 49.9333915710, propagate_backward_time: 73.4707946777, weight_update_time: 0.1310339421, other_time: 2.9524993896
epoch time: 10.0090370178s, input_fired_time: 0.1543460339, output_fired_time: 0.0000000000, propagate_forward_time: 9.3468770981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078134537
validation[          , genome  6347] predictions:    9349/  10000 (93.49%), best:    9639/10000 (96.39%), error:      2231.98999, best error:      1208.12402 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 125.2138442993s, input_fired_time: 1.3596335649, output_fired_time: 0.9807941318, propagate_forward_time: 48.4015617371, propagate_backward_time: 71.5658493042, weight_update_time: 0.1264884025, other_time: 2.9059982300
epoch time: 10.6970090866s, input_fired_time: 0.1609525532, output_fired_time: 0.0000000000, propagate_forward_time: 10.0181055069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179510117
validation[          , genome  6347] predictions:    9623/  10000 (96.23%), best:    9639/10000 (96.39%), error:      1247.79077, best error:      1208.12402 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 129.4992523193s, input_fired_time: 1.3850060701, output_fired_time: 1.0172030926, propagate_forward_time: 50.0731773376, propagate_backward_time: 74.0828704834, weight_update_time: 0.1306473315, other_time: 2.9409942627
epoch time: 10.6947593689s, input_fired_time: 0.1612711847, output_fired_time: 0.0000000000, propagate_forward_time: 10.0144243240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190639496
validation[          , genome  6347] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1106.00708, best error:      1106.00708 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.9353485107s, input_fired_time: 1.3794382811, output_fired_time: 1.0143554211, propagate_forward_time: 49.8876228333, propagate_backward_time: 73.7235641479, weight_update_time: 0.1307268739, other_time: 2.9303665161
epoch time: 10.7127294540s, input_fired_time: 0.1610557288, output_fired_time: 0.0000000000, propagate_forward_time: 10.0228357315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288381577
validation[          , genome  6347] predictions:    9532/  10000 (95.32%), best:    9670/10000 (96.70%), error:      1484.86230, best error:      1106.00708 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 128.3869323730s, input_fired_time: 1.3797425032, output_fired_time: 1.0045564175, propagate_forward_time: 49.7683448792, propagate_backward_time: 73.2853622437, weight_update_time: 0.1297964305, other_time: 2.9489212036
epoch time: 10.3018369675s, input_fired_time: 0.1577012837, output_fired_time: 0.0000000000, propagate_forward_time: 9.6318178177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123176575
validation[          , genome  6347] predictions:    9662/  10000 (96.62%), best:    9670/10000 (96.70%), error:      1117.75696, best error:      1106.00708 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.3736572266s, input_fired_time: 1.3339065313, output_fired_time: 0.9647470713, propagate_forward_time: 46.5662651062, propagate_backward_time: 68.6389236450, weight_update_time: 0.1249530911, other_time: 2.8698196411
epoch time: 10.6401844025s, input_fired_time: 0.1627057046, output_fired_time: 0.0000000000, propagate_forward_time: 9.9562492371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212297440
validation[          , genome  6347] predictions:    9548/  10000 (95.48%), best:    9670/10000 (96.70%), error:      1546.94006, best error:      1106.00708 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 127.2922744751s, input_fired_time: 1.3641185760, output_fired_time: 1.0085735321, propagate_forward_time: 49.2529640198, propagate_backward_time: 72.7449722290, weight_update_time: 0.1282415986, other_time: 2.9216384888
epoch time: 10.6629877090s, input_fired_time: 0.1573791206, output_fired_time: 0.0000000000, propagate_forward_time: 9.9839553833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216531754
validation[          , genome  6347] predictions:    9491/  10000 (94.91%), best:    9670/10000 (96.70%), error:      1677.88782, best error:      1106.00708 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.7842407227s, input_fired_time: 1.3533407450, output_fired_time: 1.0070120096, propagate_forward_time: 49.8443489075, propagate_backward_time: 73.6511306763, weight_update_time: 0.1302340925, other_time: 2.9284133911
epoch time: 9.6602802277s, input_fired_time: 0.1466817856, output_fired_time: 0.0000000000, propagate_forward_time: 9.0183391571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952592850
validation[          , genome  6347] predictions:    9571/  10000 (95.71%), best:    9670/10000 (96.70%), error:      1430.47913, best error:      1106.00708 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.0722351074s, input_fired_time: 1.3519068956, output_fired_time: 1.0113655329, propagate_forward_time: 49.6628150940, propagate_backward_time: 73.1469116211, weight_update_time: 0.1313475519, other_time: 2.8992309570
epoch time: 10.6214666367s, input_fired_time: 0.1569349170, output_fired_time: 0.0000000000, propagate_forward_time: 9.9535694122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109624863
validation[          , genome  6347] predictions:    9579/  10000 (95.79%), best:    9670/10000 (96.70%), error:      1397.59448, best error:      1106.00708 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.7353515625s, input_fired_time: 1.3471150398, output_fired_time: 0.9835324287, propagate_forward_time: 49.1499862671, propagate_backward_time: 72.3729934692, weight_update_time: 0.1288884580, other_time: 2.8817214966
epoch time: 10.5773944855s, input_fired_time: 0.1558173746, output_fired_time: 0.0000000000, propagate_forward_time: 9.9088392258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127382278
validation[          , genome  6347] predictions:    9544/  10000 (95.44%), best:    9670/10000 (96.70%), error:      1538.11743, best error:      1106.00708 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 129.2254791260s, input_fired_time: 1.3677307367, output_fired_time: 1.0134751797, propagate_forward_time: 50.0657653809, propagate_backward_time: 73.8600997925, weight_update_time: 0.1299141645, other_time: 2.9184112549
epoch time: 10.6805343628s, input_fired_time: 0.1566377431, output_fired_time: 0.0000000000, propagate_forward_time: 10.0076723099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162239075
validation[          , genome  6347] predictions:    9556/  10000 (95.56%), best:    9670/10000 (96.70%), error:      1472.27136, best error:      1106.00708 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.9715728760s, input_fired_time: 1.3633954525, output_fired_time: 1.0270882845, propagate_forward_time: 49.9765586853, propagate_backward_time: 73.7027740479, weight_update_time: 0.1302047819, other_time: 2.9017486572
epoch time: 10.6422138214s, input_fired_time: 0.1565877348, output_fired_time: 0.0000000000, propagate_forward_time: 9.9710178375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146083832
validation[          , genome  6347] predictions:    9594/  10000 (95.94%), best:    9670/10000 (96.70%), error:      1439.36755, best error:      1106.00708 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.2671203613s, input_fired_time: 1.3550913334, output_fired_time: 1.0008745193, propagate_forward_time: 49.7039680481, propagate_backward_time: 73.2965240479, weight_update_time: 0.1305173188, other_time: 2.9106597900
epoch time: 10.6850080490s, input_fired_time: 0.1570826024, output_fired_time: 0.0000000000, propagate_forward_time: 10.0141534805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137720108
validation[          , genome  6347] predictions:    9581/  10000 (95.81%), best:    9670/10000 (96.70%), error:      1391.88672, best error:      1106.00708 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 127.6491851807s, input_fired_time: 1.3546863794, output_fired_time: 1.0035691261, propagate_forward_time: 49.4286804199, propagate_backward_time: 72.9509277344, weight_update_time: 0.1301205605, other_time: 2.9113235474
epoch time: 10.6582746506s, input_fired_time: 0.1555965543, output_fired_time: 0.0000000000, propagate_forward_time: 9.9871540070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155239105
validation[          , genome  6347] predictions:    9585/  10000 (95.85%), best:    9670/10000 (96.70%), error:      1401.90710, best error:      1106.00708 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 129.0626831055s, input_fired_time: 1.3571100235, output_fired_time: 1.0160783529, propagate_forward_time: 49.9247627258, propagate_backward_time: 73.8817443848, weight_update_time: 0.1318487972, other_time: 2.8829956055
epoch time: 10.6991539001s, input_fired_time: 0.1540161967, output_fired_time: 0.0000000000, propagate_forward_time: 10.0368518829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082855225
validation[          , genome  6347] predictions:    9576/  10000 (95.76%), best:    9670/10000 (96.70%), error:      1433.39307, best error:      1106.00708 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 129.3988494873s, input_fired_time: 1.3614294529, output_fired_time: 1.0152918100, propagate_forward_time: 50.1208610535, propagate_backward_time: 74.0144577026, weight_update_time: 0.1315408200, other_time: 2.8868026733
epoch time: 10.7014150620s, input_fired_time: 0.1561098993, output_fired_time: 0.0000000000, propagate_forward_time: 10.0278949738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174102783
validation[          , genome  6347] predictions:    9575/  10000 (95.75%), best:    9670/10000 (96.70%), error:      1433.56555, best error:      1106.00708 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 129.3471984863s, input_fired_time: 1.3583590984, output_fired_time: 1.0180342197, propagate_forward_time: 50.0718955994, propagate_backward_time: 73.9966659546, weight_update_time: 0.1323416084, other_time: 2.9022445679
epoch time: 10.6431016922s, input_fired_time: 0.1570680290, output_fired_time: 0.0000000000, propagate_forward_time: 9.9751338959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108995438
validation[          , genome  6347] predictions:    9600/  10000 (96.00%), best:    9670/10000 (96.70%), error:      1347.42712, best error:      1106.00708 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 129.2909088135s, input_fired_time: 1.3598796129, output_fired_time: 1.0222362280, propagate_forward_time: 50.0061492920, propagate_backward_time: 74.0202255249, weight_update_time: 0.1313865036, other_time: 2.8824157715
epoch time: 10.6804094315s, input_fired_time: 0.1569335461, output_fired_time: 0.0000000000, propagate_forward_time: 10.0109901428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124855042
validation[          , genome  6347] predictions:    9565/  10000 (95.65%), best:    9670/10000 (96.70%), error:      1449.56848, best error:      1106.00708 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 129.5159759521s, input_fired_time: 1.3617690802, output_fired_time: 1.0216206312, propagate_forward_time: 50.1186332703, propagate_backward_time: 74.1273422241, weight_update_time: 0.1310484260, other_time: 2.8866043091
epoch time: 10.6940088272s, input_fired_time: 0.1567538232, output_fired_time: 0.0000000000, propagate_forward_time: 10.0258998871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113554001
validation[          , genome  6347] predictions:    9583/  10000 (95.83%), best:    9670/10000 (96.70%), error:      1389.54700, best error:      1106.00708 on epoch:    19, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 129.2976989746s, input_fired_time: 1.3603903055, output_fired_time: 1.0184793472, propagate_forward_time: 50.0357551575, propagate_backward_time: 74.0072631836, weight_update_time: 0.1309217513, other_time: 2.8758087158
epoch time: 10.6980895996s, input_fired_time: 0.1570484489, output_fired_time: 0.0000000000, propagate_forward_time: 10.0258893967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151519775
validation[          , genome  6347] predictions:    9562/  10000 (95.62%), best:    9670/10000 (96.70%), error:      1470.60388, best error:      1106.00708 on epoch:    19, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 129.3716735840s, input_fired_time: 1.3581802845, output_fired_time: 1.0158813000, propagate_forward_time: 50.0553359985, propagate_backward_time: 74.0724105835, weight_update_time: 0.1310613155, other_time: 2.8698577881
epoch time: 10.7005567551s, input_fired_time: 0.1555265635, output_fired_time: 0.0000000000, propagate_forward_time: 10.0290956497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159349442
validation[          , genome  6347] predictions:    9554/  10000 (95.54%), best:    9670/10000 (96.70%), error:      1527.18555, best error:      1106.00708 on epoch:    19, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 129.2387847900s, input_fired_time: 1.3564977646, output_fired_time: 1.0085296631, propagate_forward_time: 50.0264930725, propagate_backward_time: 73.9722366333, weight_update_time: 0.1313320547, other_time: 2.8750228882
epoch time: 10.6962442398s, input_fired_time: 0.1581004560, output_fired_time: 0.0000000000, propagate_forward_time: 10.0207443237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173997879
validation[          , genome  6347] predictions:    9477/  10000 (94.77%), best:    9670/10000 (96.70%), error:      1799.30798, best error:      1106.00708 on epoch:    19, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 129.2425231934s, input_fired_time: 1.3622913361, output_fired_time: 1.0136793852, propagate_forward_time: 49.9995613098, propagate_backward_time: 73.9590835571, weight_update_time: 0.1327677965, other_time: 2.9079055786
epoch time: 10.7124710083s, input_fired_time: 0.1590236574, output_fired_time: 0.0000000000, propagate_forward_time: 10.0282297134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252180099
validation[          , genome  6347] predictions:    9541/  10000 (95.41%), best:    9670/10000 (96.70%), error:      1531.15417, best error:      1106.00708 on epoch:    19, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.1565246582s, input_fired_time: 1.3624106646, output_fired_time: 1.0104979277, propagate_forward_time: 49.6610145569, propagate_backward_time: 73.2370910645, weight_update_time: 0.1300669611, other_time: 2.8855133057
epoch time: 10.1193799973s, input_fired_time: 0.1522244811, output_fired_time: 0.0000000000, propagate_forward_time: 9.4689464569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982089996
validation[          , genome  6347] predictions:    9563/  10000 (95.63%), best:    9670/10000 (96.70%), error:      1405.55237, best error:      1106.00708 on epoch:    19, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 130.8025207520s, input_fired_time: 1.3885811567, output_fired_time: 1.0263839960, propagate_forward_time: 50.6406211853, propagate_backward_time: 74.7810516357, weight_update_time: 0.1322885901, other_time: 2.9658813477
epoch time: 10.6754531860s, input_fired_time: 0.1568900943, output_fired_time: 0.0000000000, propagate_forward_time: 10.0057477951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128154755
validation[          , genome  6347] predictions:    9614/  10000 (96.14%), best:    9670/10000 (96.70%), error:      1360.13928, best error:      1106.00708 on epoch:    19, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 130.0957031250s, input_fired_time: 1.3832789660, output_fired_time: 1.0203981400, propagate_forward_time: 50.3817291260, propagate_backward_time: 74.3860244751, weight_update_time: 0.1316392124, other_time: 2.9242630005
epoch time: 10.5416116714s, input_fired_time: 0.1609161943, output_fired_time: 0.0000000000, propagate_forward_time: 9.8623466492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183486938
validation[          , genome  6347] predictions:    9558/  10000 (95.58%), best:    9670/10000 (96.70%), error:      1585.55408, best error:      1106.00708 on epoch:    19, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 129.4949493408s, input_fired_time: 1.3729702234, output_fired_time: 1.0190004110, propagate_forward_time: 50.1596984863, propagate_backward_time: 74.0321655273, weight_update_time: 0.1317263097, other_time: 2.9111175537
epoch time: 10.6748933792s, input_fired_time: 0.1579170823, output_fired_time: 0.0000000000, propagate_forward_time: 9.9967927933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201835632
validation[          , genome  6347] predictions:    9614/  10000 (96.14%), best:    9670/10000 (96.70%), error:      1354.43384, best error:      1106.00708 on epoch:    19, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.8615264893s, input_fired_time: 1.3621331453, output_fired_time: 1.0090641975, propagate_forward_time: 49.9400444031, propagate_backward_time: 73.6784210205, weight_update_time: 0.1295235753, other_time: 2.8718566895
epoch time: 10.6744985580s, input_fired_time: 0.1579079777, output_fired_time: 0.0000000000, propagate_forward_time: 10.0037193298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128707886
validation[          , genome  6347] predictions:    9594/  10000 (95.94%), best:    9670/10000 (96.70%), error:      1428.30347, best error:      1106.00708 on epoch:    19, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.6832733154s, input_fired_time: 1.3579664230, output_fired_time: 1.0080863237, propagate_forward_time: 49.9274253845, propagate_backward_time: 73.5175018311, weight_update_time: 0.1300398558, other_time: 2.8722991943
epoch time: 10.2837333679s, input_fired_time: 0.1546657830, output_fired_time: 0.0000000000, propagate_forward_time: 9.6289024353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001649857
validation[          , genome  6347] predictions:    9532/  10000 (95.32%), best:    9670/10000 (96.70%), error:      1661.77576, best error:      1106.00708 on epoch:    19, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.8717346191s, input_fired_time: 1.3635766506, output_fired_time: 1.0134992599, propagate_forward_time: 49.9332695007, propagate_backward_time: 73.6926727295, weight_update_time: 0.1297457665, other_time: 2.8687133789
epoch time: 10.6666316986s, input_fired_time: 0.1580432653, output_fired_time: 0.0000000000, propagate_forward_time: 9.9979124069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106763840
validation[          , genome  6347] predictions:    9581/  10000 (95.81%), best:    9670/10000 (96.70%), error:      1460.93665, best error:      1106.00708 on epoch:    19, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 127.9943923950s, input_fired_time: 1.3502126932, output_fired_time: 1.0050734282, propagate_forward_time: 49.6322212219, propagate_backward_time: 73.1568298340, weight_update_time: 0.1298072636, other_time: 2.8500518799
epoch time: 9.5039234161s, input_fired_time: 0.1464083642, output_fired_time: 0.0000000000, propagate_forward_time: 8.8752708435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822444916
validation[          , genome  6347] predictions:    9604/  10000 (96.04%), best:    9670/10000 (96.70%), error:      1350.87634, best error:      1106.00708 on epoch:    19, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 125.8157348633s, input_fired_time: 1.3319975138, output_fired_time: 0.9884486198, propagate_forward_time: 48.7369613647, propagate_backward_time: 71.9150238037, weight_update_time: 0.1288701594, other_time: 2.8432998657
epoch time: 10.7094793320s, input_fired_time: 0.1575788110, output_fired_time: 0.0000000000, propagate_forward_time: 10.0351028442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167980194
validation[          , genome  6347] predictions:    9586/  10000 (95.86%), best:    9670/10000 (96.70%), error:      1463.85547, best error:      1106.00708 on epoch:    19, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.6816787720s, input_fired_time: 1.3456524611, output_fired_time: 1.0011389256, propagate_forward_time: 49.4624176025, propagate_backward_time: 73.0366363525, weight_update_time: 0.1293935031, other_time: 2.8358383179
epoch time: 10.0569467545s, input_fired_time: 0.1508111209, output_fired_time: 0.0000000000, propagate_forward_time: 9.4159536362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901819229
validation[          , genome  6347] predictions:    9598/  10000 (95.98%), best:    9670/10000 (96.70%), error:      1394.44885, best error:      1106.00708 on epoch:    19, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.2580795288s, input_fired_time: 1.2989170551, output_fired_time: 0.9469770193, propagate_forward_time: 46.6592979431, propagate_backward_time: 68.5707931519, weight_update_time: 0.1234609485, other_time: 2.7820968628
epoch time: 10.6832170486s, input_fired_time: 0.1551814675, output_fired_time: 0.0000000000, propagate_forward_time: 10.0176677704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103673935
validation[          , genome  6347] predictions:    9557/  10000 (95.57%), best:    9670/10000 (96.70%), error:      1522.61426, best error:      1106.00708 on epoch:    19, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.6283874512s, input_fired_time: 1.3527474403, output_fired_time: 1.0056422949, propagate_forward_time: 49.8514328003, propagate_backward_time: 73.5630950928, weight_update_time: 0.1296067238, other_time: 2.8554687500
epoch time: 10.7044363022s, input_fired_time: 0.1589240581, output_fired_time: 0.0000000000, propagate_forward_time: 10.0322456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132665634
validation[          , genome  6347] predictions:    9543/  10000 (95.43%), best:    9670/10000 (96.70%), error:      1588.27844, best error:      1106.00708 on epoch:    19, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 129.0261383057s, input_fired_time: 1.3558735847, output_fired_time: 1.0058039427, propagate_forward_time: 49.9515800476, propagate_backward_time: 73.8298568726, weight_update_time: 0.1310490519, other_time: 2.8830184937
epoch time: 10.0420904160s, input_fired_time: 0.1506310850, output_fired_time: 0.0000000000, propagate_forward_time: 9.3884239197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030355453
validation[          , genome  6347] predictions:    9623/  10000 (96.23%), best:    9670/10000 (96.70%), error:      1342.98279, best error:      1106.00708 on epoch:    19, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 120.1316070557s, input_fired_time: 1.3081612587, output_fired_time: 0.9466916323, propagate_forward_time: 46.5023155212, propagate_backward_time: 68.5775222778, weight_update_time: 0.1234937832, other_time: 2.7969131470
epoch time: 10.6940336227s, input_fired_time: 0.1582607478, output_fired_time: 0.0000000000, propagate_forward_time: 10.0213603973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144128799
validation[          , genome  6347] predictions:    9605/  10000 (96.05%), best:    9670/10000 (96.70%), error:      1323.66589, best error:      1106.00708 on epoch:    19, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.9616394043s, input_fired_time: 1.3172364235, output_fired_time: 0.9731962681, propagate_forward_time: 47.6322975159, propagate_backward_time: 70.2204055786, weight_update_time: 0.1259668320, other_time: 2.8185043335
epoch time: 10.7115087509s, input_fired_time: 0.1571313441, output_fired_time: 0.0000000000, propagate_forward_time: 10.0367403030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176372528
validation[          , genome  6347] predictions:    9564/  10000 (95.64%), best:    9670/10000 (96.70%), error:      1501.74609, best error:      1106.00708 on epoch:    19, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.1196746826s, input_fired_time: 1.3623169661, output_fired_time: 1.0084071159, propagate_forward_time: 50.0012435913, propagate_backward_time: 73.8592147827, weight_update_time: 0.1311315745, other_time: 2.8884887695
epoch time: 10.7122440338s, input_fired_time: 0.1570890844, output_fired_time: 0.0000000000, propagate_forward_time: 10.0408258438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143289566
validation[          , genome  6347] predictions:    9583/  10000 (95.83%), best:    9670/10000 (96.70%), error:      1393.96667, best error:      1106.00708 on epoch:    19, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 129.7197723389s, input_fired_time: 1.3676779270, output_fired_time: 1.0215922594, propagate_forward_time: 50.2086715698, propagate_backward_time: 74.2304763794, weight_update_time: 0.1313675493, other_time: 2.8913574219
epoch time: 10.7205629349s, input_fired_time: 0.1580045521, output_fired_time: 0.0000000000, propagate_forward_time: 10.0449132919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176448822
validation[          , genome  6347] predictions:    9586/  10000 (95.86%), best:    9670/10000 (96.70%), error:      1392.59241, best error:      1106.00708 on epoch:    19, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 129.3813934326s, input_fired_time: 1.3666992188, output_fired_time: 1.0072450638, propagate_forward_time: 50.1357154846, propagate_backward_time: 73.9899826050, weight_update_time: 0.1306727827, other_time: 2.8817520142
epoch time: 10.6890287399s, input_fired_time: 0.1570556462, output_fired_time: 0.0000000000, propagate_forward_time: 10.0234441757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085287094
validation[          , genome  6347] predictions:    9626/  10000 (96.26%), best:    9670/10000 (96.70%), error:      1342.92029, best error:      1106.00708 on epoch:    19, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 129.1616821289s, input_fired_time: 1.3651382923, output_fired_time: 1.0092121363, propagate_forward_time: 50.0580711365, propagate_backward_time: 73.8490447998, weight_update_time: 0.1312661171, other_time: 2.8802185059
epoch time: 10.7132396698s, input_fired_time: 0.1595408916, output_fired_time: 0.0000000000, propagate_forward_time: 10.0311975479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5225009918
validation[          , genome  6347] predictions:    9561/  10000 (95.61%), best:    9670/10000 (96.70%), error:      1507.06970, best error:      1106.00708 on epoch:    19, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 129.4153289795s, input_fired_time: 1.3632942438, output_fired_time: 1.0125232935, propagate_forward_time: 50.1086349487, propagate_backward_time: 74.0369186401, weight_update_time: 0.1318458915, other_time: 2.8939590454
epoch time: 10.7072496414s, input_fired_time: 0.1563935131, output_fired_time: 0.0000000000, propagate_forward_time: 10.0430479050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078086853
validation[          , genome  6347] predictions:    9596/  10000 (95.96%), best:    9670/10000 (96.70%), error:      1366.60205, best error:      1106.00708 on epoch:    19, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 129.4458465576s, input_fired_time: 1.3687955141, output_fired_time: 1.0176475048, propagate_forward_time: 50.1050949097, propagate_backward_time: 74.0606842041, weight_update_time: 0.1317885220, other_time: 2.8936309814
epoch time: 10.6927719116s, input_fired_time: 0.1601904929, output_fired_time: 0.0000000000, propagate_forward_time: 10.0186548233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139265060
validation[          , genome  6347] predictions:    9570/  10000 (95.70%), best:    9670/10000 (96.70%), error:      1436.11633, best error:      1106.00708 on epoch:    19, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.5534667969s, input_fired_time: 1.3606610298, output_fired_time: 1.0105234385, propagate_forward_time: 49.8413925171, propagate_backward_time: 73.4409790039, weight_update_time: 0.1310744435, other_time: 2.8999099731
epoch time: 10.3462953568s, input_fired_time: 0.1541600227, output_fired_time: 0.0000000000, propagate_forward_time: 9.6886396408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034952164
validation[          , genome  6347] predictions:    9556/  10000 (95.56%), best:    9670/10000 (96.70%), error:      1450.86292, best error:      1106.00708 on epoch:    19, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 125.8225097656s, input_fired_time: 1.3448344469, output_fired_time: 0.9877278805, propagate_forward_time: 48.6699371338, propagate_backward_time: 71.9534454346, weight_update_time: 0.1285683513, other_time: 2.8665695190
epoch time: 10.6982984543s, input_fired_time: 0.1585577428, output_fired_time: 0.0000000000, propagate_forward_time: 10.0332746506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064659119
validation[          , genome  6347] predictions:    9579/  10000 (95.79%), best:    9670/10000 (96.70%), error:      1442.80896, best error:      1106.00708 on epoch:    19, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 128.7512969971s, input_fired_time: 1.3570364714, output_fired_time: 1.0088843107, propagate_forward_time: 49.8873023987, propagate_backward_time: 73.6274032593, weight_update_time: 0.1294898242, other_time: 2.8706741333
epoch time: 10.7149286270s, input_fired_time: 0.1584531516, output_fired_time: 0.0000000000, propagate_forward_time: 10.0434408188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130348206
validation[          , genome  6347] predictions:    9596/  10000 (95.96%), best:    9670/10000 (96.70%), error:      1381.93835, best error:      1106.00708 on epoch:    19, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 125.8021926880s, input_fired_time: 1.3464300632, output_fired_time: 0.9886243343, propagate_forward_time: 48.7583084106, propagate_backward_time: 71.8617782593, weight_update_time: 0.1287945956, other_time: 2.8470535278
epoch time: 10.7016391754s, input_fired_time: 0.1585974991, output_fired_time: 0.0000000000, propagate_forward_time: 10.0348730087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081682205
validation[          , genome  6347] predictions:    9633/  10000 (96.33%), best:    9670/10000 (96.70%), error:      1298.36072, best error:      1106.00708 on epoch:    19, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 129.1741027832s, input_fired_time: 1.3675320148, output_fired_time: 1.0179787874, propagate_forward_time: 49.9022483826, propagate_backward_time: 74.0158386230, weight_update_time: 0.1306189001, other_time: 2.8704986572
epoch time: 10.6663532257s, input_fired_time: 0.1570828557, output_fired_time: 0.0000000000, propagate_forward_time: 9.9972372055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120334625
validation[          , genome  6347] predictions:    9609/  10000 (96.09%), best:    9670/10000 (96.70%), error:      1397.58508, best error:      1106.00708 on epoch:    19, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.6447906494s, input_fired_time: 1.3633641005, output_fired_time: 1.0058808327, propagate_forward_time: 49.7606048584, propagate_backward_time: 73.6392593384, weight_update_time: 0.1296760291, other_time: 2.8756790161
epoch time: 10.6921119690s, input_fired_time: 0.1599672735, output_fired_time: 0.0000000000, propagate_forward_time: 10.0185909271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135536194
validation[          , genome  6347] predictions:    9626/  10000 (96.26%), best:    9670/10000 (96.70%), error:      1353.97559, best error:      1106.00708 on epoch:    19, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 129.0970764160s, input_fired_time: 1.3668106794, output_fired_time: 1.0063824654, propagate_forward_time: 50.0950813293, propagate_backward_time: 73.7657470703, weight_update_time: 0.1287763715, other_time: 2.8630523682
epoch time: 10.6981601715s, input_fired_time: 0.1598904878, output_fired_time: 0.0000000000, propagate_forward_time: 10.0228738785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153961182
validation[          , genome  6347] predictions:    9609/  10000 (96.09%), best:    9670/10000 (96.70%), error:      1336.05566, best error:      1106.00708 on epoch:    19, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 126.4889907837s, input_fired_time: 1.3602496386, output_fired_time: 0.9922490120, propagate_forward_time: 49.0368118286, propagate_backward_time: 72.2501068115, weight_update_time: 0.1284504831, other_time: 2.8495712280
epoch time: 10.7013006210s, input_fired_time: 0.1585214585, output_fired_time: 0.0000000000, propagate_forward_time: 10.0305652618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122137070
validation[          , genome  6347] predictions:    9629/  10000 (96.29%), best:    9670/10000 (96.70%), error:      1328.81848, best error:      1106.00708 on epoch:    19, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 128.0505523682s, input_fired_time: 1.3626040220, output_fired_time: 1.0009911060, propagate_forward_time: 49.6394500732, propagate_backward_time: 73.1853103638, weight_update_time: 0.1292302608, other_time: 2.8621978760
epoch time: 10.6799383163s, input_fired_time: 0.1600685120, output_fired_time: 0.0000000000, propagate_forward_time: 10.0090990067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107707977
validation[          , genome  6347] predictions:    9594/  10000 (95.94%), best:    9670/10000 (96.70%), error:      1399.65808, best error:      1106.00708 on epoch:    19, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 127.7981719971s, input_fired_time: 1.3629000187, output_fired_time: 1.0083515644, propagate_forward_time: 49.4746589661, propagate_backward_time: 73.0967788696, weight_update_time: 0.1288849413, other_time: 2.8554763794
epoch time: 10.2285451889s, input_fired_time: 0.1547314525, output_fired_time: 0.0000000000, propagate_forward_time: 9.5561008453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177125931
validation[          , genome  6347] predictions:    9642/  10000 (96.42%), best:    9670/10000 (96.70%), error:      1295.32422, best error:      1106.00708 on epoch:    19, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.3347625732s, input_fired_time: 1.3543927670, output_fired_time: 0.9979789853, propagate_forward_time: 49.7446632385, propagate_backward_time: 73.3991394043, weight_update_time: 0.1299676448, other_time: 2.8385925293
epoch time: 10.6365861893s, input_fired_time: 0.1553297937, output_fired_time: 0.0000000000, propagate_forward_time: 9.9774341583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038223267
validation[          , genome  6347] predictions:    9559/  10000 (95.59%), best:    9670/10000 (96.70%), error:      1536.79553, best error:      1106.00708 on epoch:    19, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 126.5944290161s, input_fired_time: 1.3429365158, output_fired_time: 0.9889503121, propagate_forward_time: 49.0792846680, propagate_backward_time: 72.3511276245, weight_update_time: 0.1286603659, other_time: 2.8321304321
epoch time: 10.6711320877s, input_fired_time: 0.1579876691, output_fired_time: 0.0000000000, propagate_forward_time: 10.0017127991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114316940
validation[          , genome  6347] predictions:    9597/  10000 (95.97%), best:    9670/10000 (96.70%), error:      1397.57080, best error:      1106.00708 on epoch:    19, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 129.0167236328s, input_fired_time: 1.3635934591, output_fired_time: 1.0087099075, propagate_forward_time: 49.9685897827, propagate_backward_time: 73.8415374756, weight_update_time: 0.1305079013, other_time: 2.8342895508
epoch time: 10.6796121597s, input_fired_time: 0.1578357667, output_fired_time: 0.0000000000, propagate_forward_time: 10.0161314011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056447983
validation[          , genome  6347] predictions:    9584/  10000 (95.84%), best:    9670/10000 (96.70%), error:      1420.58997, best error:      1106.00708 on epoch:    19, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 129.0787506104s, input_fired_time: 1.3651828766, output_fired_time: 1.0067696571, propagate_forward_time: 50.0169448853, propagate_backward_time: 73.8308944702, weight_update_time: 0.1301065683, other_time: 2.8589630127
epoch time: 8.0736427307s, input_fired_time: 0.1354091913, output_fired_time: 0.0000000000, propagate_forward_time: 7.4859328270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523005486
validation[          , genome  6347] predictions:    9590/  10000 (95.90%), best:    9670/10000 (96.70%), error:      1432.66357, best error:      1106.00708 on epoch:    19, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 126.3074951172s, input_fired_time: 1.3524713516, output_fired_time: 0.9923233390, propagate_forward_time: 48.9252967834, propagate_backward_time: 72.1841125488, weight_update_time: 0.1286207736, other_time: 2.8532867432
epoch time: 10.6603841782s, input_fired_time: 0.1577026844, output_fired_time: 0.0000000000, propagate_forward_time: 9.9956531525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070285797
validation[          , genome  6347] predictions:    9629/  10000 (96.29%), best:    9670/10000 (96.70%), error:      1341.59412, best error:      1106.00708 on epoch:    19, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.9191436768s, input_fired_time: 1.3340735435, output_fired_time: 0.9588354826, propagate_forward_time: 48.1271667480, propagate_backward_time: 70.6727981567, weight_update_time: 0.1271023005, other_time: 2.8262710571
epoch time: 7.4439005852s, input_fired_time: 0.1265551597, output_fired_time: 0.0000000000, propagate_forward_time: 6.8874692917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298763275
validation[          , genome  6347] predictions:    9626/  10000 (96.26%), best:    9670/10000 (96.70%), error:      1333.63220, best error:      1106.00708 on epoch:    19, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.5715332031s, input_fired_time: 1.3686618805, output_fired_time: 1.0108531713, propagate_forward_time: 49.7551383972, propagate_backward_time: 73.5896835327, weight_update_time: 0.1299066246, other_time: 2.8471908569
epoch time: 10.6550836563s, input_fired_time: 0.1579382718, output_fired_time: 0.0000000000, propagate_forward_time: 9.9862852097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108604431
validation[          , genome  6347] predictions:    9592/  10000 (95.92%), best:    9670/10000 (96.70%), error:      1457.31238, best error:      1106.00708 on epoch:    19, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 128.2074432373s, input_fired_time: 1.3622705936, output_fired_time: 1.0038298368, propagate_forward_time: 49.6614074707, propagate_backward_time: 73.3169860840, weight_update_time: 0.1302148551, other_time: 2.8629455566
epoch time: 10.6885051727s, input_fired_time: 0.1587909907, output_fired_time: 0.0000000000, propagate_forward_time: 10.0198955536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098190308
validation[          , genome  6347] predictions:    9631/  10000 (96.31%), best:    9670/10000 (96.70%), error:      1304.64014, best error:      1106.00708 on epoch:    19, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.4172210693s, input_fired_time: 1.3437951803, output_fired_time: 0.9830000401, propagate_forward_time: 48.1289482117, propagate_backward_time: 71.1404418945, weight_update_time: 0.1262047291, other_time: 2.8210296631
epoch time: 10.6712923050s, input_fired_time: 0.1595895141, output_fired_time: 0.0000000000, propagate_forward_time: 9.9964027405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152997971
validation[          , genome  6347] predictions:    9608/  10000 (96.08%), best:    9670/10000 (96.70%), error:      1353.77319, best error:      1106.00708 on epoch:    19, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 129.4398803711s, input_fired_time: 1.3794884682, output_fired_time: 1.0202251673, propagate_forward_time: 50.0984268188, propagate_backward_time: 74.0503768921, weight_update_time: 0.1314086765, other_time: 2.8913650513
epoch time: 10.9040822983s, input_fired_time: 0.1626640558, output_fired_time: 0.0000000000, propagate_forward_time: 10.2130184174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283994675
validation[          , genome  6347] predictions:    9620/  10000 (96.20%), best:    9670/10000 (96.70%), error:      1338.30640, best error:      1106.00708 on epoch:    19, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 129.1939239502s, input_fired_time: 1.3777991533, output_fired_time: 1.0124387741, propagate_forward_time: 50.0615959167, propagate_backward_time: 73.8359527588, weight_update_time: 0.1304629147, other_time: 2.9061431885
epoch time: 10.5632247925s, input_fired_time: 0.1608507335, output_fired_time: 0.0000000000, propagate_forward_time: 9.8905515671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118227005
validation[          , genome  6347] predictions:    9596/  10000 (95.96%), best:    9670/10000 (96.70%), error:      1404.69226, best error:      1106.00708 on epoch:    19, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 129.2898254395s, input_fired_time: 1.3766772747, output_fired_time: 1.0163669586, propagate_forward_time: 50.1510238647, propagate_backward_time: 73.8534011841, weight_update_time: 0.1311720163, other_time: 2.8923568726
epoch time: 10.6621961594s, input_fired_time: 0.1605446339, output_fired_time: 0.0000000000, propagate_forward_time: 9.9884939194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131578445
validation[          , genome  6347] predictions:    9562/  10000 (95.62%), best:    9670/10000 (96.70%), error:      1511.87805, best error:      1106.00708 on epoch:    19, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 129.2201843262s, input_fired_time: 1.3748592138, output_fired_time: 1.0133094788, propagate_forward_time: 50.0068168640, propagate_backward_time: 73.9588699341, weight_update_time: 0.1301998645, other_time: 2.8663253784
epoch time: 10.6912851334s, input_fired_time: 0.1605432034, output_fired_time: 0.0000000000, propagate_forward_time: 10.0145416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162000656
validation[          , genome  6347] predictions:    9599/  10000 (95.99%), best:    9670/10000 (96.70%), error:      1394.37244, best error:      1106.00708 on epoch:    19, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 128.9538726807s, input_fired_time: 1.3719650507, output_fired_time: 0.9955372214, propagate_forward_time: 50.0332679749, propagate_backward_time: 73.6810150146, weight_update_time: 0.1310305893, other_time: 2.8720855713
epoch time: 10.6761016846s, input_fired_time: 0.1604236662, output_fired_time: 0.0000000000, propagate_forward_time: 10.0062561035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094223022
validation[          , genome  6347] predictions:    9611/  10000 (96.11%), best:    9670/10000 (96.70%), error:      1355.26831, best error:      1106.00708 on epoch:    19, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 129.3391723633s, input_fired_time: 1.3733137846, output_fired_time: 1.0142337084, propagate_forward_time: 49.9648551941, propagate_backward_time: 74.1200256348, weight_update_time: 0.1307367086, other_time: 2.8667449951
epoch time: 10.6597118378s, input_fired_time: 0.1586088985, output_fired_time: 0.0000000000, propagate_forward_time: 9.9975719452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035314560
validation[          , genome  6347] predictions:    9605/  10000 (96.05%), best:    9670/10000 (96.70%), error:      1391.46582, best error:      1106.00708 on epoch:    19, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 125.4216613770s, input_fired_time: 1.3568633795, output_fired_time: 0.9876563549, propagate_forward_time: 48.5832595825, propagate_backward_time: 71.6556472778, weight_update_time: 0.1277020574, other_time: 2.8382339478
epoch time: 9.3737010956s, input_fired_time: 0.1477709264, output_fired_time: 0.0000000000, propagate_forward_time: 8.7461233139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798069000
validation[          , genome  6347] predictions:    9605/  10000 (96.05%), best:    9670/10000 (96.70%), error:      1385.16260, best error:      1106.00708 on epoch:    19, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.4156646729s, input_fired_time: 1.3761461973, output_fired_time: 1.0084240437, propagate_forward_time: 49.7474174500, propagate_backward_time: 73.4001235962, weight_update_time: 0.1299886554, other_time: 2.8835525513
epoch time: 10.6659641266s, input_fired_time: 0.1620130390, output_fired_time: 0.0000000000, propagate_forward_time: 9.9914846420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124664307
validation[          , genome  6347] predictions:    9634/  10000 (96.34%), best:    9670/10000 (96.70%), error:      1285.47070, best error:      1106.00708 on epoch:    19, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.6984710693s, input_fired_time: 1.3734494448, output_fired_time: 1.0059487820, propagate_forward_time: 49.8771629333, propagate_backward_time: 73.5603103638, weight_update_time: 0.1299038231, other_time: 2.8815994263
epoch time: 10.6323709488s, input_fired_time: 0.1585333198, output_fired_time: 0.0000000000, propagate_forward_time: 9.9617977142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120401382
validation[          , genome  6347] predictions:    9557/  10000 (95.57%), best:    9670/10000 (96.70%), error:      1508.38440, best error:      1106.00708 on epoch:    19, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.9717712402s, input_fired_time: 1.3762514591, output_fired_time: 1.0109909773, propagate_forward_time: 49.9784240723, propagate_backward_time: 73.7339935303, weight_update_time: 0.1291838884, other_time: 2.8721084595
epoch time: 10.6975345612s, input_fired_time: 0.1605954468, output_fired_time: 0.0000000000, propagate_forward_time: 10.0255889893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113496780
validation[          , genome  6347] predictions:    9637/  10000 (96.37%), best:    9670/10000 (96.70%), error:      1302.13501, best error:      1106.00708 on epoch:    19, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 127.4534301758s, input_fired_time: 1.3643635511, output_fired_time: 1.0000827312, propagate_forward_time: 49.4121932983, propagate_backward_time: 72.8176345825, weight_update_time: 0.1279424280, other_time: 2.8591537476
epoch time: 10.6395139694s, input_fired_time: 0.1603616029, output_fired_time: 0.0000000000, propagate_forward_time: 9.9700222015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091304779
validation[          , genome  6347] predictions:    9631/  10000 (96.31%), best:    9670/10000 (96.70%), error:      1335.48071, best error:      1106.00708 on epoch:    19, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 123.9489517212s, input_fired_time: 1.3515892029, output_fired_time: 0.9826015234, propagate_forward_time: 47.9620170593, propagate_backward_time: 70.8331985474, weight_update_time: 0.1259759218, other_time: 2.8195419312
epoch time: 10.7037210464s, input_fired_time: 0.1615760475, output_fired_time: 0.0000000000, propagate_forward_time: 10.0298461914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122985840
validation[          , genome  6347] predictions:    9637/  10000 (96.37%), best:    9670/10000 (96.70%), error:      1312.77502, best error:      1106.00708 on epoch:    19, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.3425521851s, input_fired_time: 1.3372004032, output_fired_time: 0.9638750553, propagate_forward_time: 46.9313850403, propagate_backward_time: 69.3115692139, weight_update_time: 0.1245132461, other_time: 2.7985229492
epoch time: 10.6814441681s, input_fired_time: 0.1596317440, output_fired_time: 0.0000000000, propagate_forward_time: 10.0049886703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168237686
validation[          , genome  6347] predictions:    9587/  10000 (95.87%), best:    9670/10000 (96.70%), error:      1381.51221, best error:      1106.00708 on epoch:    19, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 129.0345306396s, input_fired_time: 1.3756568432, output_fired_time: 1.0110770464, propagate_forward_time: 49.9940567017, propagate_backward_time: 73.7781143188, weight_update_time: 0.1297168732, other_time: 2.8756256104
epoch time: 10.6744794846s, input_fired_time: 0.1592677087, output_fired_time: 0.0000000000, propagate_forward_time: 9.9989547729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162572861
validation[          , genome  6347] predictions:    9618/  10000 (96.18%), best:    9670/10000 (96.70%), error:      1373.64624, best error:      1106.00708 on epoch:    19, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.1431732178s, input_fired_time: 1.3795282841, output_fired_time: 1.0137672424, propagate_forward_time: 50.0149688721, propagate_backward_time: 73.8514556885, weight_update_time: 0.1302960217, other_time: 2.8834533691
epoch time: 10.6966609955s, input_fired_time: 0.1600822508, output_fired_time: 0.0000000000, propagate_forward_time: 10.0254554749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111236572
validation[          , genome  6347] predictions:    9593/  10000 (95.93%), best:    9670/10000 (96.70%), error:      1454.87769, best error:      1106.00708 on epoch:    19, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 129.3200225830s, input_fired_time: 1.3775205612, output_fired_time: 1.0119601488, propagate_forward_time: 50.1287002563, propagate_backward_time: 73.9444808960, weight_update_time: 0.1291662902, other_time: 2.8573608398
epoch time: 10.7002487183s, input_fired_time: 0.1621982306, output_fired_time: 0.0000000000, propagate_forward_time: 10.0276222229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104284286
validation[          , genome  6347] predictions:    9601/  10000 (96.01%), best:    9670/10000 (96.70%), error:      1350.01245, best error:      1106.00708 on epoch:    19, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 129.4979095459s, input_fired_time: 1.3851655722, output_fired_time: 1.0163434744, propagate_forward_time: 50.1383171082, propagate_backward_time: 74.1223068237, weight_update_time: 0.1293332726, other_time: 2.8357772827
epoch time: 10.6554050446s, input_fired_time: 0.1609685868, output_fired_time: 0.0000000000, propagate_forward_time: 9.9877157211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067205429
validation[          , genome  6347] predictions:    9546/  10000 (95.46%), best:    9670/10000 (96.70%), error:      1553.55457, best error:      1106.00708 on epoch:    19, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 129.1121368408s, input_fired_time: 1.3845373392, output_fired_time: 1.0135378838, propagate_forward_time: 49.9613304138, propagate_backward_time: 73.8793792725, weight_update_time: 0.1303323358, other_time: 2.8733520508
epoch time: 10.6713638306s, input_fired_time: 0.1634429246, output_fired_time: 0.0000000000, propagate_forward_time: 9.9956445694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122766495
validation[          , genome  6347] predictions:    9616/  10000 (96.16%), best:    9670/10000 (96.70%), error:      1321.88904, best error:      1106.00708 on epoch:    19, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 128.8692626953s, input_fired_time: 1.3865445852, output_fired_time: 1.0056916475, propagate_forward_time: 49.8685035706, propagate_backward_time: 73.7497634888, weight_update_time: 0.1293874830, other_time: 2.8587570190
epoch time: 10.5966148376s, input_fired_time: 0.1633920670, output_fired_time: 0.0000000000, propagate_forward_time: 9.9227981567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104246140
validation[          , genome  6347] predictions:    9614/  10000 (96.14%), best:    9670/10000 (96.70%), error:      1368.68811, best error:      1106.00708 on epoch:    19, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 128.6771240234s, input_fired_time: 1.3843501806, output_fired_time: 1.0129343271, propagate_forward_time: 49.8453865051, propagate_backward_time: 73.5430221558, weight_update_time: 0.1299685836, other_time: 2.8914260864
epoch time: 10.6901330948s, input_fired_time: 0.1654387265, output_fired_time: 0.0000000000, propagate_forward_time: 10.0023136139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223808289
validation[          , genome  6347] predictions:    9624/  10000 (96.24%), best:    9670/10000 (96.70%), error:      1349.44653, best error:      1106.00708 on epoch:    19, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 127.4038696289s, input_fired_time: 1.3848166466, output_fired_time: 1.0018895864, propagate_forward_time: 49.3893013000, propagate_backward_time: 72.7705764771, weight_update_time: 0.1275894046, other_time: 2.8572769165
epoch time: 10.6964702606s, input_fired_time: 0.1636880189, output_fired_time: 0.0000000000, propagate_forward_time: 10.0206165314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121660233
validation[          , genome  6347] predictions:    9575/  10000 (95.75%), best:    9670/10000 (96.70%), error:      1453.65247, best error:      1106.00708 on epoch:    19, 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: 51.5458908081s, input_fired_time: 0.7927736640, output_fired_time: 0.0000000000, propagate_forward_time: 48.2058830261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5472335815
best training[          , genome  6347] predictions:   48755/  50000 (97.51%), best:    9670/10000 (96.70%), error:      4384.21191, best error:      1106.00708 on epoch:    19, 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: 8.5535335541s, input_fired_time: 0.1370995492, output_fired_time: 0.0000000000, propagate_forward_time: 7.9596791267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567551613
   testing[          , genome  6347] predictions:    9715/  10000 (97.15%), best:    9670/10000 (96.70%), error:       961.64209, best error:      1106.00708 on epoch:    19, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:15:18 (72874): called boinc_finish(0)

</stderr_txt>
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