Nameexact_genome_1512568488_44_7142_1
Workunit2606990
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:36 UTC
Report deadline19 Dec 2017, 10:23:13 UTC
Received9 Dec 2017, 1:22:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID69357
Run time4 hours 2 min 54 sec
CPU time3 hours 52 min 39 sec
Validate stateValid
Credit2,856.01
Device peak FLOPS3.22 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
 0.0002438374

epoch time: 315.2505187988s, input_fired_time: 7.8825125694, output_fired_time: 3.7587611675, propagate_forward_time: 127.0951080322, propagate_backward_time: 172.6479949951, weight_update_time: 0.1535867006, other_time: 3.8661499023
epoch time: 25.3440818787s, input_fired_time: 0.2618519366, output_fired_time: 0.0000000000, propagate_forward_time: 22.5555191040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5267105103
validation[          , genome  7142] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       733.59253, best error:       733.59253 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 317.2555847168s, input_fired_time: 4.8674874306, output_fired_time: 7.7852077484, propagate_forward_time: 102.8565750122, propagate_backward_time: 194.9450836182, weight_update_time: 0.1502406746, other_time: 6.8012237549
epoch time: 24.7334861755s, input_fired_time: 0.2247177064, output_fired_time: 0.0000000000, propagate_forward_time: 21.0127429962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4960250854
validation[          , genome  7142] predictions:    9687/  10000 (96.87%), best:    9775/10000 (97.75%), error:      1005.67773, best error:       733.59253 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 311.9718933105s, input_fired_time: 3.8647458553, output_fired_time: 2.7507061958, propagate_forward_time: 123.8870925903, propagate_backward_time: 176.7010803223, weight_update_time: 0.1548690200, other_time: 4.7682800293
epoch time: 24.8064250946s, input_fired_time: 2.2251133919, output_fired_time: 0.0000000000, propagate_forward_time: 22.0843601227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969520569
validation[          , genome  7142] predictions:    9782/  10000 (97.82%), best:    9775/10000 (97.75%), error:       753.42078, best error:       733.59253 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 318.3923950195s, input_fired_time: 2.8707149029, output_fired_time: 5.7806921005, propagate_forward_time: 125.5902938843, propagate_backward_time: 177.4435424805, weight_update_time: 0.1551445425, other_time: 6.7071228027
epoch time: 26.2746829987s, input_fired_time: 0.2334740907, output_fired_time: 0.0000000000, propagate_forward_time: 25.5298595428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113487244
validation[          , genome  7142] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       775.78326, best error:       733.59253 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 324.9481811523s, input_fired_time: 1.9230860472, output_fired_time: 3.8404474258, propagate_forward_time: 107.7834777832, propagate_backward_time: 200.4686279297, weight_update_time: 1.1604785919, other_time: 10.9325256348
epoch time: 25.2231254578s, input_fired_time: 0.2315063924, output_fired_time: 0.0000000000, propagate_forward_time: 23.4932842255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4983348846
validation[          , genome  7142] predictions:    9745/  10000 (97.45%), best:    9775/10000 (97.75%), error:       784.44147, best error:       733.59253 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 318.0272521973s, input_fired_time: 5.8984484673, output_fired_time: 5.8678951263, propagate_forward_time: 109.4571762085, propagate_backward_time: 188.0550689697, weight_update_time: 1.1513822079, other_time: 8.7486724854
epoch time: 27.4668960571s, input_fired_time: 0.2365292907, output_fired_time: 0.0000000000, propagate_forward_time: 26.7182769775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120906830
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       811.94684, best error:       733.59253 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 315.1278686523s, input_fired_time: 2.8595576286, output_fired_time: 5.7709021568, propagate_forward_time: 133.1235961914, propagate_backward_time: 167.5932464600, weight_update_time: 0.1529679149, other_time: 5.7805633545
epoch time: 25.3177146912s, input_fired_time: 0.2319360971, output_fired_time: 0.0000000000, propagate_forward_time: 22.5764961243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5092830658
validation[          , genome  7142] predictions:    9779/  10000 (97.79%), best:    9775/10000 (97.75%), error:       739.23981, best error:       733.59253 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 316.9692382813s, input_fired_time: 7.9128394127, output_fired_time: 4.8209848404, propagate_forward_time: 110.4240570068, propagate_backward_time: 183.0136871338, weight_update_time: 2.1529245377, other_time: 10.7976684570
epoch time: 25.1580562592s, input_fired_time: 0.2302069068, output_fired_time: 0.0000000000, propagate_forward_time: 23.4210586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5067901611
validation[          , genome  7142] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       787.61182, best error:       733.59253 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 315.2504882813s, input_fired_time: 5.8729424477, output_fired_time: 1.7693573236, propagate_forward_time: 123.1299514771, propagate_backward_time: 175.7012939453, weight_update_time: 0.1501640677, other_time: 8.7769470215
epoch time: 27.4136886597s, input_fired_time: 0.2362842560, output_fired_time: 0.0000000000, propagate_forward_time: 26.6635246277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138797760
validation[          , genome  7142] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       669.97797, best error:       669.97797 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 313.4407043457s, input_fired_time: 5.8857851028, output_fired_time: 3.7698965073, propagate_forward_time: 114.8824310303, propagate_backward_time: 180.1221160889, weight_update_time: 0.1494861543, other_time: 8.7804870605
epoch time: 25.2642974854s, input_fired_time: 2.2388856411, output_fired_time: 0.0000000000, propagate_forward_time: 22.5126323700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127792358
validation[          , genome  7142] predictions:    9753/  10000 (97.53%), best:    9795/10000 (97.95%), error:       824.43176, best error:       669.97797 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 318.1919860840s, input_fired_time: 4.9398021698, output_fired_time: 2.8540287018, propagate_forward_time: 111.1610260010, propagate_backward_time: 194.4895019531, weight_update_time: 0.1504844576, other_time: 4.7476348877
epoch time: 25.0960559845s, input_fired_time: 2.2463014126, output_fired_time: 0.0000000000, propagate_forward_time: 22.3442516327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055027008
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       705.61957, best error:       669.97797 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 315.5803222656s, input_fired_time: 3.8840975761, output_fired_time: 4.8009233475, propagate_forward_time: 100.2730636597, propagate_backward_time: 195.8566436768, weight_update_time: 0.1516147107, other_time: 10.7655792236
epoch time: 25.2531909943s, input_fired_time: 0.2368773818, output_fired_time: 0.0000000000, propagate_forward_time: 24.4984130859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179004669
validation[          , genome  7142] predictions:    9756/  10000 (97.56%), best:    9795/10000 (97.95%), error:       812.28198, best error:       669.97797 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 311.7686767578s, input_fired_time: 5.8693895340, output_fired_time: 3.7570431232, propagate_forward_time: 114.4845199585, propagate_backward_time: 181.9270324707, weight_update_time: 0.1496130377, other_time: 5.7306823730
epoch time: 27.9990615845s, input_fired_time: 1.2515525818, output_fired_time: 0.0000000000, propagate_forward_time: 26.1955146790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519943237
validation[          , genome  7142] predictions:    9780/  10000 (97.80%), best:    9795/10000 (97.95%), error:       733.15814, best error:       669.97797 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 319.6535339355s, input_fired_time: 9.9111557007, output_fired_time: 1.7813391685, propagate_forward_time: 108.7304153442, propagate_backward_time: 196.4645233154, weight_update_time: 0.1525474191, other_time: 2.7660980225
epoch time: 25.1363677979s, input_fired_time: 0.2294987291, output_fired_time: 0.0000000000, propagate_forward_time: 24.4030990601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037708282
validation[          , genome  7142] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       764.94080, best error:       669.97797 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 320.0309753418s, input_fired_time: 7.8705759048, output_fired_time: 1.7884801626, propagate_forward_time: 122.3971710205, propagate_backward_time: 181.1861267090, weight_update_time: 0.1531644613, other_time: 6.7886199951
epoch time: 24.9882793427s, input_fired_time: 0.2311262935, output_fired_time: 0.0000000000, propagate_forward_time: 24.2556533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014991760
validation[          , genome  7142] predictions:    9787/  10000 (97.87%), best:    9795/10000 (97.95%), error:       721.61359, best error:       669.97797 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 319.9884338379s, input_fired_time: 3.8901922703, output_fired_time: 3.7780621052, propagate_forward_time: 116.6903457642, propagate_backward_time: 190.8479614258, weight_update_time: 1.1521577835, other_time: 4.7818603516
epoch time: 25.2940521240s, input_fired_time: 2.2338383198, output_fired_time: 0.0000000000, propagate_forward_time: 22.5331039429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271091461
validation[          , genome  7142] predictions:    9747/  10000 (97.47%), best:    9795/10000 (97.95%), error:       878.79584, best error:       669.97797 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 317.3477172852s, input_fired_time: 2.8850333691, output_fired_time: 1.7869642973, propagate_forward_time: 129.6188354492, propagate_backward_time: 178.2964630127, weight_update_time: 0.1512545198, other_time: 4.7604217529
epoch time: 25.2252235413s, input_fired_time: 2.2292397022, output_fired_time: 0.0000000000, propagate_forward_time: 21.4668216705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5291614532
validation[          , genome  7142] predictions:    9767/  10000 (97.67%), best:    9795/10000 (97.95%), error:       756.59650, best error:       669.97797 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 310.2046508789s, input_fired_time: 4.9100413322, output_fired_time: 3.7666041851, propagate_forward_time: 127.2977905273, propagate_backward_time: 168.4592590332, weight_update_time: 0.1506776512, other_time: 5.7709655762
epoch time: 25.0426692963s, input_fired_time: 0.2301425636, output_fired_time: 0.0000000000, propagate_forward_time: 23.3159732819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4965534210
validation[          , genome  7142] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       654.03577, best error:       654.03577 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 317.3573913574s, input_fired_time: 3.7798836231, output_fired_time: 9.9433879852, propagate_forward_time: 110.2724075317, propagate_backward_time: 186.6215362549, weight_update_time: 0.1493751407, other_time: 6.7401885986
epoch time: 26.0652942657s, input_fired_time: 0.2306221128, output_fired_time: 0.0000000000, propagate_forward_time: 24.3271675110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5075054169
validation[          , genome  7142] predictions:    9722/  10000 (97.22%), best:    9804/10000 (98.04%), error:       926.25720, best error:       654.03577 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 313.2132873535s, input_fired_time: 3.8719310760, output_fired_time: 3.7846832275, propagate_forward_time: 130.7022399902, propagate_backward_time: 168.0878601074, weight_update_time: 0.1492217630, other_time: 6.7666015625
epoch time: 25.3660774231s, input_fired_time: 0.2344550341, output_fired_time: 0.0000000000, propagate_forward_time: 24.6306324005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009899139
validation[          , genome  7142] predictions:    9772/  10000 (97.72%), best:    9804/10000 (98.04%), error:       768.37189, best error:       654.03577 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 315.2251892090s, input_fired_time: 2.8873097897, output_fired_time: 3.7927501202, propagate_forward_time: 114.2004318237, propagate_backward_time: 187.5643615723, weight_update_time: 0.1489987820, other_time: 6.7803344727
epoch time: 25.1697368622s, input_fired_time: 0.2325388044, output_fired_time: 0.0000000000, propagate_forward_time: 22.4328899384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5043087006
validation[          , genome  7142] predictions:    9756/  10000 (97.56%), best:    9804/10000 (98.04%), error:       768.09656, best error:       654.03577 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 317.7998046875s, input_fired_time: 8.8985691071, output_fired_time: 4.8158507347, propagate_forward_time: 110.5335311890, propagate_backward_time: 187.7841949463, weight_update_time: 0.1518752724, other_time: 5.7676544189
epoch time: 25.1683063507s, input_fired_time: 0.2324949950, output_fired_time: 0.0000000000, propagate_forward_time: 24.4309864044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048255920
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       729.55029, best error:       654.03577 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 315.2437744141s, input_fired_time: 2.8743441105, output_fired_time: 4.8946328163, propagate_forward_time: 114.1972503662, propagate_backward_time: 183.5225524902, weight_update_time: 0.1501392573, other_time: 9.7549896240
epoch time: 25.1893558502s, input_fired_time: 0.2361483425, output_fired_time: 0.0000000000, propagate_forward_time: 24.4339656830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192413330
validation[          , genome  7142] predictions:    9788/  10000 (97.88%), best:    9804/10000 (98.04%), error:       713.79700, best error:       654.03577 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 315.5017395020s, input_fired_time: 7.8827037811, output_fired_time: 3.7881605625, propagate_forward_time: 123.0167770386, propagate_backward_time: 174.0114593506, weight_update_time: 0.1526484191, other_time: 6.8026580811
epoch time: 25.1136150360s, input_fired_time: 0.2294912785, output_fired_time: 0.0000000000, propagate_forward_time: 24.3884315491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956912994
validation[          , genome  7142] predictions:    9789/  10000 (97.89%), best:    9804/10000 (98.04%), error:       703.68750, best error:       654.03577 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 318.3260192871s, input_fired_time: 6.9059476852, output_fired_time: 4.7787470818, propagate_forward_time: 105.4602966309, propagate_backward_time: 188.2456512451, weight_update_time: 1.1946182251, other_time: 12.9353790283
epoch time: 26.4472141266s, input_fired_time: 0.2373292148, output_fired_time: 0.0000000000, propagate_forward_time: 24.6806240082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5292606354
validation[          , genome  7142] predictions:    9747/  10000 (97.47%), best:    9804/10000 (98.04%), error:       814.05084, best error:       654.03577 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 312.1928710938s, input_fired_time: 3.8754632473, output_fired_time: 2.7467131615, propagate_forward_time: 119.5754241943, propagate_backward_time: 178.2460327148, weight_update_time: 2.1513836384, other_time: 7.7492523193
epoch time: 25.3162250519s, input_fired_time: 0.2329235971, output_fired_time: 0.0000000000, propagate_forward_time: 24.5761375427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071640015
validation[          , genome  7142] predictions:    9767/  10000 (97.67%), best:    9804/10000 (98.04%), error:       767.26776, best error:       654.03577 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 317.1473693848s, input_fired_time: 4.8927483559, output_fired_time: 1.7790501118, propagate_forward_time: 109.7044372559, propagate_backward_time: 194.9492797852, weight_update_time: 0.1524894834, other_time: 5.8218383789
epoch time: 25.3349819183s, input_fired_time: 0.2392506599, output_fired_time: 0.0000000000, propagate_forward_time: 24.5762863159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194454193
validation[          , genome  7142] predictions:    9790/  10000 (97.90%), best:    9804/10000 (98.04%), error:       723.62457, best error:       654.03577 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 315.5894165039s, input_fired_time: 4.9374213219, output_fired_time: 8.8988714218, propagate_forward_time: 125.4486312866, propagate_backward_time: 168.5202484131, weight_update_time: 0.1539736241, other_time: 7.7842559814
epoch time: 25.5207557678s, input_fired_time: 0.2406734526, output_fired_time: 0.0000000000, propagate_forward_time: 24.7745056152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055770874
validation[          , genome  7142] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       640.37085, best error:       640.37085 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 315.6528625488s, input_fired_time: 5.8819632530, output_fired_time: 5.8359751701, propagate_forward_time: 116.1236267090, propagate_backward_time: 179.0396423340, weight_update_time: 0.1507065296, other_time: 8.7716674805
epoch time: 25.3155117035s, input_fired_time: 1.2367017269, output_fired_time: 0.0000000000, propagate_forward_time: 23.5673637390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114459991
validation[          , genome  7142] predictions:    9787/  10000 (97.87%), best:    9810/10000 (98.10%), error:       700.39832, best error:       640.37085 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 315.7536926270s, input_fired_time: 3.8998684883, output_fired_time: 6.8283786774, propagate_forward_time: 119.4726562500, propagate_backward_time: 177.7767028809, weight_update_time: 0.1527010500, other_time: 7.7760925293
epoch time: 24.7512779236s, input_fired_time: 1.2253574133, output_fired_time: 0.0000000000, propagate_forward_time: 23.0230045319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029163361
validation[          , genome  7142] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       668.96802, best error:       640.37085 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 315.4515380859s, input_fired_time: 1.9007915258, output_fired_time: 3.7993409634, propagate_forward_time: 121.2215499878, propagate_backward_time: 182.7372894287, weight_update_time: 0.1507031024, other_time: 5.7925567627
epoch time: 24.9134750366s, input_fired_time: 0.2319615781, output_fired_time: 0.0000000000, propagate_forward_time: 24.1872882843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942245483
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       663.22424, best error:       640.37085 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 312.1875610352s, input_fired_time: 4.8822031021, output_fired_time: 3.8722882271, propagate_forward_time: 95.6813888550, propagate_backward_time: 205.0104064941, weight_update_time: 0.1502621621, other_time: 2.7412719727
epoch time: 24.6365089417s, input_fired_time: 0.2254610062, output_fired_time: 0.0000000000, propagate_forward_time: 23.9130325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980163574
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       701.11365, best error:       640.37085 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 313.6437683105s, input_fired_time: 2.8860688210, output_fired_time: 6.7448430061, propagate_forward_time: 126.0063629150, propagate_backward_time: 161.2481231689, weight_update_time: 0.1534897536, other_time: 16.7583618164
epoch time: 25.3112964630s, input_fired_time: 1.2385222912, output_fired_time: 0.0000000000, propagate_forward_time: 21.5760879517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4966869354
validation[          , genome  7142] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       697.86023, best error:       640.37085 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 322.9530944824s, input_fired_time: 6.9304990768, output_fired_time: 5.8209662437, propagate_forward_time: 113.8297805786, propagate_backward_time: 190.5714416504, weight_update_time: 0.1516765952, other_time: 5.8004150391
epoch time: 24.9577846527s, input_fired_time: 0.2341262549, output_fired_time: 0.0000000000, propagate_forward_time: 22.2066307068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5170269012
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       654.46014, best error:       640.37085 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 315.6195068359s, input_fired_time: 4.8986434937, output_fired_time: 3.7859828472, propagate_forward_time: 115.5207977295, propagate_backward_time: 183.6750335693, weight_update_time: 0.1507852376, other_time: 7.7390441895
epoch time: 22.8745326996s, input_fired_time: 0.2434034497, output_fired_time: 0.0000000000, propagate_forward_time: 22.0026378632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284904480
validation[          , genome  7142] predictions:    9743/  10000 (97.43%), best:    9810/10000 (98.10%), error:       841.34534, best error:       640.37085 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 319.7947998047s, input_fired_time: 1.9010913372, output_fired_time: 1.7936948538, propagate_forward_time: 111.4174652100, propagate_backward_time: 195.8610992432, weight_update_time: 0.1531195790, other_time: 8.8214416504
epoch time: 24.5736999512s, input_fired_time: 0.2231278569, output_fired_time: 0.0000000000, propagate_forward_time: 21.8439445496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5066280365
validation[          , genome  7142] predictions:    9801/  10000 (98.01%), best:    9810/10000 (98.10%), error:       647.37061, best error:       640.37085 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 314.5845642090s, input_fired_time: 4.8954577446, output_fired_time: 2.7712018490, propagate_forward_time: 101.0315628052, propagate_backward_time: 199.1184692383, weight_update_time: 0.1507945359, other_time: 6.7678833008
epoch time: 25.0765266418s, input_fired_time: 0.2324617207, output_fired_time: 0.0000000000, propagate_forward_time: 24.3455982208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984664917
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       681.55853, best error:       640.37085 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 319.0231018066s, input_fired_time: 3.9083657265, output_fired_time: 4.8361468315, propagate_forward_time: 110.1941452026, propagate_backward_time: 195.2951507568, weight_update_time: 1.1634904146, other_time: 4.7892913818
epoch time: 25.0120391846s, input_fired_time: 0.2300899327, output_fired_time: 0.0000000000, propagate_forward_time: 24.2836284637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983215332
validation[          , genome  7142] predictions:    9751/  10000 (97.51%), best:    9810/10000 (98.10%), error:       789.23639, best error:       640.37085 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 311.8340148926s, input_fired_time: 3.8892824650, output_fired_time: 5.7749691010, propagate_forward_time: 147.6992492676, propagate_backward_time: 143.7251281738, weight_update_time: 0.1505703628, other_time: 10.7453918457
epoch time: 25.3220024109s, input_fired_time: 0.2409745008, output_fired_time: 0.0000000000, propagate_forward_time: 24.5727844238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082435608
validation[          , genome  7142] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       686.20752, best error:       640.37085 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 315.4451599121s, input_fired_time: 1.8913828135, output_fired_time: 3.7707891464, propagate_forward_time: 112.0167541504, propagate_backward_time: 189.9722442627, weight_update_time: 2.1699306965, other_time: 7.7939910889
epoch time: 25.2087631226s, input_fired_time: 0.2355764508, output_fired_time: 0.0000000000, propagate_forward_time: 23.4697532654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5034332275
validation[          , genome  7142] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       722.10620, best error:       640.37085 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 315.0239868164s, input_fired_time: 4.8910531998, output_fired_time: 6.7741365433, propagate_forward_time: 111.0437164307, propagate_backward_time: 182.5239410400, weight_update_time: 0.1529401392, other_time: 9.7911376953
epoch time: 26.1678771973s, input_fired_time: 0.2365436405, output_fired_time: 0.0000000000, propagate_forward_time: 24.3969230652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5344104767
validation[          , genome  7142] predictions:    9806/  10000 (98.06%), best:    9810/10000 (98.10%), error:       666.25708, best error:       640.37085 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 314.4334716797s, input_fired_time: 11.9579677582, output_fired_time: 1.7393875122, propagate_forward_time: 124.1333618164, propagate_backward_time: 172.8732452393, weight_update_time: 0.1500382423, other_time: 3.7295074463
epoch time: 24.8553524017s, input_fired_time: 0.2287669629, output_fired_time: 0.0000000000, propagate_forward_time: 24.1256580353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009269714
validation[          , genome  7142] predictions:    9804/  10000 (98.04%), best:    9810/10000 (98.10%), error:       651.44281, best error:       640.37085 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 317.9068603516s, input_fired_time: 6.9492425919, output_fired_time: 4.7757945061, propagate_forward_time: 116.3974456787, propagate_backward_time: 183.9940490723, weight_update_time: 0.1531562805, other_time: 5.7903289795
epoch time: 25.4095993042s, input_fired_time: 0.2398838103, output_fired_time: 0.0000000000, propagate_forward_time: 24.6616306305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080852509
validation[          , genome  7142] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       701.37671, best error:       640.37085 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 313.3012390137s, input_fired_time: 4.8948054314, output_fired_time: 3.7592918873, propagate_forward_time: 118.6406326294, propagate_backward_time: 178.2566375732, weight_update_time: 0.1485250741, other_time: 7.7498931885
epoch time: 26.4223022461s, input_fired_time: 2.2393929958, output_fired_time: 0.0000000000, propagate_forward_time: 23.6692123413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136966705
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9810/10000 (98.10%), error:       806.00769, best error:       640.37085 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 316.7178344727s, input_fired_time: 6.9434528351, output_fired_time: 4.7524886131, propagate_forward_time: 123.1744613647, propagate_backward_time: 175.0705108643, weight_update_time: 0.1495950073, other_time: 6.7769012451
epoch time: 27.6405868530s, input_fired_time: 1.2463054657, output_fired_time: 0.0000000000, propagate_forward_time: 25.8671073914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271739960
validation[          , genome  7142] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       746.90173, best error:       640.37085 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 310.4476318359s, input_fired_time: 4.8915138245, output_fired_time: 2.7406098843, propagate_forward_time: 127.5352249146, propagate_backward_time: 170.5400848389, weight_update_time: 0.1504175812, other_time: 4.7402191162
epoch time: 25.0104408264s, input_fired_time: 0.2345286012, output_fired_time: 0.0000000000, propagate_forward_time: 24.2801933289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957180023
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       689.95776, best error:       640.37085 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 314.7600402832s, input_fired_time: 2.9145209789, output_fired_time: 6.7724895477, propagate_forward_time: 114.9647140503, propagate_backward_time: 182.3459014893, weight_update_time: 0.1530657858, other_time: 7.7624053955
epoch time: 26.3489456177s, input_fired_time: 0.2428635508, output_fired_time: 0.0000000000, propagate_forward_time: 23.5855808258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5205020905
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       727.42523, best error:       640.37085 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 314.6335449219s, input_fired_time: 4.9057011604, output_fired_time: 2.7741253376, propagate_forward_time: 115.8634414673, propagate_backward_time: 183.3304901123, weight_update_time: 0.1488156170, other_time: 7.7597808838
epoch time: 26.5250778198s, input_fired_time: 0.2424629182, output_fired_time: 0.0000000000, propagate_forward_time: 25.7742004395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084152222
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       697.27228, best error:       640.37085 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 312.3272094727s, input_fired_time: 3.8876433372, output_fired_time: 7.7659859657, propagate_forward_time: 118.8577728271, propagate_backward_time: 176.0278167725, weight_update_time: 0.1491269469, other_time: 5.7879943848
epoch time: 25.2521934509s, input_fired_time: 0.2355257422, output_fired_time: 0.0000000000, propagate_forward_time: 22.5149631500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5017051697
validation[          , genome  7142] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       755.32385, best error:       640.37085 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 317.4971313477s, input_fired_time: 3.9137847424, output_fired_time: 5.8304033279, propagate_forward_time: 122.4758377075, propagate_backward_time: 177.4966125488, weight_update_time: 0.1495772600, other_time: 7.7804870605
epoch time: 27.1440162659s, input_fired_time: 0.2398207039, output_fired_time: 0.0000000000, propagate_forward_time: 19.3984794617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5057163239
validation[          , genome  7142] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       753.21814, best error:       640.37085 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 318.0573425293s, input_fired_time: 5.9141941071, output_fired_time: 2.7756354809, propagate_forward_time: 117.2806015015, propagate_backward_time: 184.2943878174, weight_update_time: 0.1520385593, other_time: 7.7925262451
epoch time: 26.7932376862s, input_fired_time: 0.2410566509, output_fired_time: 0.0000000000, propagate_forward_time: 24.0373420715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5148391724
validation[          , genome  7142] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       676.55481, best error:       640.37085 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 315.3928527832s, input_fired_time: 5.9047393799, output_fired_time: 5.8155984879, propagate_forward_time: 113.1835632324, propagate_backward_time: 181.7100219727, weight_update_time: 0.1524189562, other_time: 8.7789001465
epoch time: 24.8394374847s, input_fired_time: 1.2311815023, output_fired_time: 0.0000000000, propagate_forward_time: 21.1098957062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4983596802
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       674.29120, best error:       640.37085 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 315.4209899902s, input_fired_time: 4.9345870018, output_fired_time: 5.8087358475, propagate_forward_time: 113.7831039429, propagate_backward_time: 181.0037536621, weight_update_time: 0.1526180208, other_time: 9.8907775879
epoch time: 25.0123233795s, input_fired_time: 0.2349441946, output_fired_time: 0.0000000000, propagate_forward_time: 23.2714138031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5059661865
validation[          , genome  7142] predictions:    9766/  10000 (97.66%), best:    9810/10000 (98.10%), error:       789.26392, best error:       640.37085 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 319.7768554688s, input_fired_time: 5.9221391678, output_fired_time: 2.7867100239, propagate_forward_time: 111.9301528931, propagate_backward_time: 194.3248748779, weight_update_time: 0.1538987011, other_time: 4.8129730225
epoch time: 27.3026676178s, input_fired_time: 4.2411599159, output_fired_time: 0.0000000000, propagate_forward_time: 22.5552139282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062942505
validation[          , genome  7142] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       767.89789, best error:       640.37085 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 318.2910766602s, input_fired_time: 3.9141914845, output_fired_time: 1.7897094488, propagate_forward_time: 127.3741149902, propagate_backward_time: 178.4254302979, weight_update_time: 0.1527209729, other_time: 6.7876434326
epoch time: 25.2826595306s, input_fired_time: 0.2407185733, output_fired_time: 0.0000000000, propagate_forward_time: 23.6283912659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4135494232
validation[          , genome  7142] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       629.18701, best error:       629.18701 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 311.6822509766s, input_fired_time: 8.9038534164, output_fired_time: 5.7718300819, propagate_forward_time: 120.3992691040, propagate_backward_time: 169.7175598145, weight_update_time: 0.1499837041, other_time: 6.8897705078
epoch time: 27.3074436188s, input_fired_time: 0.2425124794, output_fired_time: 0.0000000000, propagate_forward_time: 24.5473594666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5175724030
validation[          , genome  7142] predictions:    9736/  10000 (97.36%), best:    9814/10000 (98.14%), error:       849.30823, best error:       629.18701 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 327.2106933594s, input_fired_time: 8.9699478149, output_fired_time: 2.8750243187, propagate_forward_time: 108.6170806885, propagate_backward_time: 197.8546905518, weight_update_time: 0.1571944505, other_time: 8.8939514160
epoch time: 26.9403285980s, input_fired_time: 0.2578045130, output_fired_time: 0.0000000000, propagate_forward_time: 23.1361865997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5463371277
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       649.21191, best error:       629.18701 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 314.6382446289s, input_fired_time: 1.9076285362, output_fired_time: 3.8192379475, propagate_forward_time: 120.0216903687, propagate_backward_time: 181.0052185059, weight_update_time: 0.1514280289, other_time: 7.8844604492
epoch time: 25.1641387939s, input_fired_time: 0.2399313748, output_fired_time: 0.0000000000, propagate_forward_time: 23.3828334808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413742065
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       681.58118, best error:       629.18701 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 302.1871337891s, input_fired_time: 2.8579223156, output_fired_time: 5.7196307182, propagate_forward_time: 113.9639663696, propagate_backward_time: 172.8669891357, weight_update_time: 2.1711239815, other_time: 6.7786407471
epoch time: 25.3667640686s, input_fired_time: 0.2358128428, output_fired_time: 0.0000000000, propagate_forward_time: 22.6065483093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5244026184
validation[          , genome  7142] predictions:    9753/  10000 (97.53%), best:    9814/10000 (98.14%), error:       805.38593, best error:       629.18701 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 315.7945556641s, input_fired_time: 4.9025249481, output_fired_time: 2.7722885609, propagate_forward_time: 135.5524597168, propagate_backward_time: 164.8045043945, weight_update_time: 0.1530741602, other_time: 7.7627868652
epoch time: 24.9712467194s, input_fired_time: 0.2373072058, output_fired_time: 0.0000000000, propagate_forward_time: 23.2321395874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5018005371
validation[          , genome  7142] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       727.37195, best error:       629.18701 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 354.6666870117s, input_fired_time: 7.0984859467, output_fired_time: 5.0523319244, propagate_forward_time: 121.5174179077, propagate_backward_time: 214.8110961914, weight_update_time: 0.2007227391, other_time: 6.1873474121
epoch time: 28.0986156464s, input_fired_time: 0.2484939843, output_fired_time: 0.0000000000, propagate_forward_time: 25.2641563416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5859661102
validation[          , genome  7142] predictions:    9765/  10000 (97.65%), best:    9814/10000 (98.14%), error:       785.68219, best error:       629.18701 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 361.1791992188s, input_fired_time: 5.1324954033, output_fired_time: 3.9578108788, propagate_forward_time: 128.7460479736, propagate_backward_time: 205.9894561768, weight_update_time: 0.1749747545, other_time: 17.3533630371
epoch time: 34.3421936035s, input_fired_time: 0.3068347275, output_fired_time: 0.0000000000, propagate_forward_time: 31.3703727722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6649856567
validation[          , genome  7142] predictions:    9818/  10000 (98.18%), best:    9814/10000 (98.14%), error:       648.47717, best error:       629.18701 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 430.3859252930s, input_fired_time: 3.5361006260, output_fired_time: 2.3001632690, propagate_forward_time: 152.3251953125, propagate_backward_time: 262.5045471191, weight_update_time: 0.2056174278, other_time: 9.7199096680
epoch time: 28.4484176636s, input_fired_time: 0.2692299187, output_fired_time: 0.0000000000, propagate_forward_time: 25.5398674011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6393203735
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       675.27826, best error:       629.18701 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 471.0857238770s, input_fired_time: 7.6736755371, output_fired_time: 5.6448545456, propagate_forward_time: 192.2775573730, propagate_backward_time: 253.3913421631, weight_update_time: 2.2294850349, other_time: 12.0982818604
epoch time: 29.8209304810s, input_fired_time: 0.2727274001, output_fired_time: 0.0000000000, propagate_forward_time: 28.9388656616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093368530
validation[          , genome  7142] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       680.92694, best error:       629.18701 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 336.7271728516s, input_fired_time: 4.0522961617, output_fired_time: 7.9767088890, propagate_forward_time: 123.9649887085, propagate_backward_time: 195.5596923828, weight_update_time: 0.1657087207, other_time: 5.1734619141
epoch time: 27.8502044678s, input_fired_time: 2.2553555965, output_fired_time: 0.0000000000, propagate_forward_time: 25.0116577148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831909180
validation[          , genome  7142] predictions:    9769/  10000 (97.69%), best:    9814/10000 (98.14%), error:       818.91656, best error:       629.18701 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 340.4636535645s, input_fired_time: 4.0403699875, output_fired_time: 3.9572703838, propagate_forward_time: 134.2387084961, propagate_backward_time: 182.0517120361, weight_update_time: 0.1637866348, other_time: 16.1755828857
epoch time: 26.7618904114s, input_fired_time: 0.2527768612, output_fired_time: 0.0000000000, propagate_forward_time: 25.9035778046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055355072
validation[          , genome  7142] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       683.92926, best error:       629.18701 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 379.4114990234s, input_fired_time: 5.2413263321, output_fired_time: 5.1287665367, propagate_forward_time: 150.7873840332, propagate_backward_time: 210.8245391846, weight_update_time: 0.1805508435, other_time: 7.4294891357
epoch time: 26.6458435059s, input_fired_time: 0.2521710098, output_fired_time: 0.0000000000, propagate_forward_time: 25.8527412415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409317017
validation[          , genome  7142] predictions:    9800/  10000 (98.00%), best:    9814/10000 (98.14%), error:       662.30884, best error:       629.18701 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 322.0824584961s, input_fired_time: 2.0003647804, output_fired_time: 2.8908762932, propagate_forward_time: 135.0072479248, propagate_backward_time: 177.2144927979, weight_update_time: 0.1607864052, other_time: 4.9694824219
epoch time: 28.3202629089s, input_fired_time: 1.2633770704, output_fired_time: 0.0000000000, propagate_forward_time: 26.4616470337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952396393
validation[          , genome  7142] predictions:    9757/  10000 (97.57%), best:    9814/10000 (98.14%), error:       793.46222, best error:       629.18701 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 342.6344299316s, input_fired_time: 5.1099233627, output_fired_time: 4.9425163269, propagate_forward_time: 125.0487060547, propagate_backward_time: 194.3474884033, weight_update_time: 2.1695356369, other_time: 13.1858062744
epoch time: 27.2510261536s, input_fired_time: 0.2647434175, output_fired_time: 0.0000000000, propagate_forward_time: 24.4149074554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5713748932
validation[          , genome  7142] predictions:    9788/  10000 (97.88%), best:    9814/10000 (98.14%), error:       706.62952, best error:       629.18701 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 378.9072265625s, input_fired_time: 9.1629419327, output_fired_time: 2.0494685173, propagate_forward_time: 145.9720458984, propagate_backward_time: 216.3484344482, weight_update_time: 1.1778037548, other_time: 5.3743438721
epoch time: 27.9673366547s, input_fired_time: 0.2527037859, output_fired_time: 0.0000000000, propagate_forward_time: 26.1668357849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5477962494
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9814/10000 (98.14%), error:       683.51935, best error:       629.18701 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 354.4467163086s, input_fired_time: 4.0386819839, output_fired_time: 5.9059605598, propagate_forward_time: 150.9362182617, propagate_backward_time: 182.5475311279, weight_update_time: 0.1626335084, other_time: 11.0182952881
epoch time: 37.6052360535s, input_fired_time: 0.2808950841, output_fired_time: 0.0000000000, propagate_forward_time: 36.7402114868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841293335
validation[          , genome  7142] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       655.11493, best error:       629.18701 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 348.9442443848s, input_fired_time: 5.9919061661, output_fired_time: 2.8740494251, propagate_forward_time: 150.3171234131, propagate_backward_time: 180.8072662354, weight_update_time: 0.1569085270, other_time: 8.9538879395
epoch time: 37.3992500305s, input_fired_time: 0.2638845742, output_fired_time: 0.0000000000, propagate_forward_time: 36.4905509949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448135376
validation[          , genome  7142] predictions:    9699/  10000 (96.99%), best:    9814/10000 (98.14%), error:      1012.32001, best error:       629.18701 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 342.6230773926s, input_fired_time: 7.0544638634, output_fired_time: 3.8713767529, propagate_forward_time: 114.3994369507, propagate_backward_time: 201.3820953369, weight_update_time: 0.1570314020, other_time: 15.9156951904
epoch time: 26.7581272125s, input_fired_time: 0.2456246614, output_fired_time: 0.0000000000, propagate_forward_time: 25.9804916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320110321
validation[          , genome  7142] predictions:    9761/  10000 (97.61%), best:    9814/10000 (98.14%), error:       799.11707, best error:       629.18701 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 403.9313659668s, input_fired_time: 4.2014555931, output_fired_time: 6.0964412689, propagate_forward_time: 124.3274612427, propagate_backward_time: 261.0263061523, weight_update_time: 0.1752057821, other_time: 8.2797241211
epoch time: 25.6727924347s, input_fired_time: 0.2469396293, output_fired_time: 0.0000000000, propagate_forward_time: 24.9018669128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239868164
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       691.84296, best error:       629.18701 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 352.6939697266s, input_fired_time: 5.0842723846, output_fired_time: 5.9269480705, propagate_forward_time: 146.2260284424, propagate_backward_time: 191.3836975098, weight_update_time: 0.1796729565, other_time: 4.0730438232
epoch time: 27.5997161865s, input_fired_time: 0.2474268973, output_fired_time: 0.0000000000, propagate_forward_time: 26.8129596710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393295288
validation[          , genome  7142] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       690.22858, best error:       629.18701 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 312.4257507324s, input_fired_time: 2.9155678749, output_fired_time: 3.8065078259, propagate_forward_time: 112.0234603882, propagate_backward_time: 187.8094177246, weight_update_time: 0.1524444073, other_time: 5.8707885742
epoch time: 24.8394737244s, input_fired_time: 0.2326418161, output_fired_time: 0.0000000000, propagate_forward_time: 24.0964069366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104255676
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9814/10000 (98.14%), error:       677.61395, best error:       629.18701 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 360.3923950195s, input_fired_time: 6.0703105927, output_fired_time: 12.0618743896, propagate_forward_time: 124.0861968994, propagate_backward_time: 211.0585327148, weight_update_time: 0.1702101529, other_time: 7.1154632568
epoch time: 26.6084480286s, input_fired_time: 0.2529040873, output_fired_time: 0.0000000000, propagate_forward_time: 25.7799186707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756244659
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       718.75104, best error:       629.18701 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 347.3706054688s, input_fired_time: 3.1256673336, output_fired_time: 1.9543695450, propagate_forward_time: 139.5602569580, propagate_backward_time: 189.6174774170, weight_update_time: 0.1650052220, other_time: 13.1128234863
epoch time: 26.3069019318s, input_fired_time: 0.2450897545, output_fired_time: 0.0000000000, propagate_forward_time: 25.5244827271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373287201
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       674.50305, best error:       629.18701 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 382.3282165527s, input_fired_time: 4.0436148643, output_fired_time: 8.0858402252, propagate_forward_time: 122.5690612793, propagate_backward_time: 239.2707366943, weight_update_time: 0.1822055876, other_time: 8.3589630127
epoch time: 31.3883571625s, input_fired_time: 0.3290158212, output_fired_time: 0.0000000000, propagate_forward_time: 28.3660678864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6932735443
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9814/10000 (98.14%), error:       690.63867, best error:       629.18701 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 380.4045410156s, input_fired_time: 4.1411662102, output_fired_time: 9.1136922836, propagate_forward_time: 122.5730590820, propagate_backward_time: 235.2878265381, weight_update_time: 0.1746357828, other_time: 9.2888031006
epoch time: 30.1050720215s, input_fired_time: 1.2711243629, output_fired_time: 0.0000000000, propagate_forward_time: 28.2412872314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926609039
validation[          , genome  7142] predictions:    9819/  10000 (98.19%), best:    9814/10000 (98.14%), error:       664.99487, best error:       629.18701 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 343.2852478027s, input_fired_time: 4.0951800346, output_fired_time: 5.0307030678, propagate_forward_time: 123.9280395508, propagate_backward_time: 203.0189819336, weight_update_time: 0.1732198000, other_time: 7.2123413086
epoch time: 26.8526477814s, input_fired_time: 0.2557360232, output_fired_time: 0.0000000000, propagate_forward_time: 24.0035934448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5933189392
validation[          , genome  7142] predictions:    9772/  10000 (97.72%), best:    9814/10000 (98.14%), error:       815.81219, best error:       629.18701 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 376.4972229004s, input_fired_time: 7.4955406189, output_fired_time: 7.3248410225, propagate_forward_time: 144.1443328857, propagate_backward_time: 209.5756530762, weight_update_time: 0.1948616058, other_time: 7.9568634033
epoch time: 31.8791084290s, input_fired_time: 0.4454955757, output_fired_time: 0.0000000000, propagate_forward_time: 28.2129306793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2206821442
validation[          , genome  7142] predictions:    9792/  10000 (97.92%), best:    9814/10000 (98.14%), error:       669.72479, best error:       629.18701 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 358.5243225098s, input_fired_time: 4.1636109352, output_fired_time: 4.1667308807, propagate_forward_time: 142.4544677734, propagate_backward_time: 199.4815216064, weight_update_time: 0.1718476564, other_time: 8.2580108643
epoch time: 26.9584884644s, input_fired_time: 0.2567639649, output_fired_time: 0.0000000000, propagate_forward_time: 26.1312465668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704784393
validation[          , genome  7142] predictions:    9813/  10000 (98.13%), best:    9814/10000 (98.14%), error:       656.63312, best error:       629.18701 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 391.1200256348s, input_fired_time: 8.3112926483, output_fired_time: 8.1333379745, propagate_forward_time: 135.2386016846, propagate_backward_time: 228.9694061279, weight_update_time: 2.1824965477, other_time: 10.4674072266
epoch time: 26.9794998169s, input_fired_time: 0.2542566657, output_fired_time: 0.0000000000, propagate_forward_time: 26.1669368744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583057404
validation[          , genome  7142] predictions:    9783/  10000 (97.83%), best:    9814/10000 (98.14%), error:       746.92407, best error:       629.18701 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 359.7635192871s, input_fired_time: 6.1847200394, output_fired_time: 3.0357465744, propagate_forward_time: 122.6414260864, propagate_backward_time: 223.5819549561, weight_update_time: 0.1751734763, other_time: 4.3196868896
epoch time: 27.6153354645s, input_fired_time: 0.2708309293, output_fired_time: 0.0000000000, propagate_forward_time: 24.7874202728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5570850372
validation[          , genome  7142] predictions:    9808/  10000 (98.08%), best:    9814/10000 (98.14%), error:       642.60876, best error:       629.18701 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 429.7767639160s, input_fired_time: 3.3843176365, output_fired_time: 3.3450748920, propagate_forward_time: 164.3491668701, propagate_backward_time: 244.9456176758, weight_update_time: 0.2859345973, other_time: 13.7526245117
epoch time: 27.2479343414s, input_fired_time: 0.2650241554, output_fired_time: 0.0000000000, propagate_forward_time: 26.3882045746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947055817
validation[          , genome  7142] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       627.15521, best error:       627.15521 on epoch:   100, 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: 140.2337188721s, input_fired_time: 5.3480267525, output_fired_time: 0.0000000000, propagate_forward_time: 125.7639007568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.1217956543
best training[          , genome  7142] predictions:   49815/  50000 (99.63%), best:    9807/10000 (98.07%), error:       962.29224, best error:       627.15521 on epoch:   100, 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: 30.1251640320s, input_fired_time: 0.2612737417, output_fired_time: 0.0000000000, propagate_forward_time: 28.3246288300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5392608643
   testing[          , genome  7142] predictions:    9813/  10000 (98.13%), best:    9807/10000 (98.07%), error:       590.09723, best error:       627.15521 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:32:22 (4076): called boinc_finish(0)

</stderr_txt>
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