Nameexact_genome_1512568488_45_6856_0
Workunit2605503
Created7 Dec 2017, 22:22:10 UTC
Sent7 Dec 2017, 22:24:21 UTC
Report deadline17 Dec 2017, 10:17:26 UTC
Received8 Dec 2017, 15:31:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time5 hours 24 min 8 sec
CPU time5 hours 18 min 23 sec
Validate stateValid
Credit2,373.80
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.64 MB
Peak swap size154.57 MB
Peak disk usage1.33 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
5, weight_update_time: 0.1538635194, other_time: 7.9264831543
epoch time: 15.2123908997s, input_fired_time: 0.2082009017, output_fired_time: 0.0000000000, propagate_forward_time: 13.4686679840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5355224609
validation[          , genome  6856] predictions:    9705/  10000 (97.05%), best:    9710/10000 (97.10%), error:       962.49585, best error:       948.04120 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 176.0842590332s, input_fired_time: 1.9089909792, output_fired_time: 1.2154610157, propagate_forward_time: 66.3264770508, propagate_backward_time: 98.6826324463, weight_update_time: 0.1538766772, other_time: 7.9506988525
epoch time: 15.1250143051s, input_fired_time: 0.2189779133, output_fired_time: 0.0000000000, propagate_forward_time: 13.3564977646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495386124
validation[          , genome  6856] predictions:    9686/  10000 (96.86%), best:    9710/10000 (97.10%), error:      1005.05627, best error:       948.04120 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 176.0454406738s, input_fired_time: 1.9004955292, output_fired_time: 1.2237575054, propagate_forward_time: 66.6697463989, propagate_backward_time: 98.2919464111, weight_update_time: 0.1580101401, other_time: 7.9594955444
epoch time: 15.1872816086s, input_fired_time: 0.2151489258, output_fired_time: 0.0000000000, propagate_forward_time: 13.4368286133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5353040695
validation[          , genome  6856] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       939.98822, best error:       939.98822 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 175.2971343994s, input_fired_time: 1.9081410170, output_fired_time: 1.2057635784, propagate_forward_time: 66.3788833618, propagate_backward_time: 97.8664245605, weight_update_time: 0.1543814391, other_time: 7.9379196167
epoch time: 15.1738195419s, input_fired_time: 0.2171015590, output_fired_time: 0.0000000000, propagate_forward_time: 13.4427585602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5139598846
validation[          , genome  6856] predictions:    9711/  10000 (97.11%), best:    9708/10000 (97.08%), error:       941.00189, best error:       939.98822 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 175.4027099609s, input_fired_time: 1.9085924625, output_fired_time: 1.2084558010, propagate_forward_time: 66.1982803345, propagate_backward_time: 98.2023162842, weight_update_time: 0.1535518169, other_time: 7.8850631714
epoch time: 15.3130750656s, input_fired_time: 0.2072640508, output_fired_time: 0.0000000000, propagate_forward_time: 13.5802249908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5255861282
validation[          , genome  6856] predictions:    9685/  10000 (96.85%), best:    9708/10000 (97.08%), error:      1009.25470, best error:       939.98822 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 175.3240203857s, input_fired_time: 1.9426273108, output_fired_time: 1.2152289152, propagate_forward_time: 66.2806167603, propagate_backward_time: 97.8398437500, weight_update_time: 0.1542493254, other_time: 8.0457077026
epoch time: 15.1930007935s, input_fired_time: 0.2265951931, output_fired_time: 0.0000000000, propagate_forward_time: 13.4337100983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5326957703
validation[          , genome  6856] predictions:    9696/  10000 (96.96%), best:    9708/10000 (97.08%), error:       985.49219, best error:       939.98822 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.0022125244s, input_fired_time: 1.9032696486, output_fired_time: 1.2181907892, propagate_forward_time: 66.2597274780, propagate_backward_time: 97.7135086060, weight_update_time: 0.1544706523, other_time: 7.9075164795
epoch time: 14.8153066635s, input_fired_time: 0.2033821940, output_fired_time: 0.0000000000, propagate_forward_time: 13.0751476288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5367765427
validation[          , genome  6856] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       955.25073, best error:       939.98822 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 176.1418609619s, input_fired_time: 1.9344035387, output_fired_time: 1.2195400000, propagate_forward_time: 66.6996307373, propagate_backward_time: 98.3181610107, weight_update_time: 0.1549993008, other_time: 7.9701232910
epoch time: 15.1257114410s, input_fired_time: 0.2376190871, output_fired_time: 0.0000000000, propagate_forward_time: 13.3557243347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5323677063
validation[          , genome  6856] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       899.89655, best error:       899.89655 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 175.9161682129s, input_fired_time: 1.9704506397, output_fired_time: 1.2137823105, propagate_forward_time: 66.9843750000, propagate_backward_time: 97.7916870117, weight_update_time: 0.1547062844, other_time: 7.9558868408
epoch time: 15.2606639862s, input_fired_time: 0.2091842741, output_fired_time: 0.0000000000, propagate_forward_time: 13.4430341721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6084451675
validation[          , genome  6856] predictions:    9711/  10000 (97.11%), best:    9729/10000 (97.29%), error:       939.89117, best error:       899.89655 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 174.9438323975s, input_fired_time: 1.9513069391, output_fired_time: 1.2001774311, propagate_forward_time: 66.0953445435, propagate_backward_time: 97.7040863037, weight_update_time: 0.1533446908, other_time: 7.9929122925
epoch time: 15.1958818436s, input_fired_time: 0.2111816555, output_fired_time: 0.0000000000, propagate_forward_time: 13.4539270401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5307731628
validation[          , genome  6856] predictions:    9717/  10000 (97.17%), best:    9729/10000 (97.29%), error:       939.86377, best error:       899.89655 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 175.3801422119s, input_fired_time: 2.0376687050, output_fired_time: 1.2058180571, propagate_forward_time: 66.6546096802, propagate_backward_time: 97.5854873657, weight_update_time: 0.1582101434, other_time: 7.8965606689
epoch time: 14.7561893463s, input_fired_time: 0.2082404643, output_fired_time: 0.0000000000, propagate_forward_time: 13.0330524445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5148963928
validation[          , genome  6856] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       872.10016, best error:       872.10016 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 176.5555725098s, input_fired_time: 1.9218723774, output_fired_time: 1.2439353466, propagate_forward_time: 66.7717742920, propagate_backward_time: 98.6842498779, weight_update_time: 0.1626902074, other_time: 7.9337310791
epoch time: 14.9221200943s, input_fired_time: 0.2089403868, output_fired_time: 0.0000000000, propagate_forward_time: 13.2037858963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5093936920
validation[          , genome  6856] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       910.50726, best error:       872.10016 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 176.6041259766s, input_fired_time: 1.9424763918, output_fired_time: 1.2605322599, propagate_forward_time: 67.0666427612, propagate_backward_time: 98.4807968140, weight_update_time: 0.1546652019, other_time: 7.8536834717
epoch time: 15.1127281189s, input_fired_time: 0.2170639336, output_fired_time: 0.0000000000, propagate_forward_time: 13.3826436996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5130205154
validation[          , genome  6856] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       883.78491, best error:       872.10016 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 176.0185699463s, input_fired_time: 1.9269312620, output_fired_time: 1.2355575562, propagate_forward_time: 66.6671066284, propagate_backward_time: 98.1953430176, weight_update_time: 0.1624962837, other_time: 7.9936294556
epoch time: 15.3356189728s, input_fired_time: 0.2656719089, output_fired_time: 0.0000000000, propagate_forward_time: 13.5370264053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5329208374
validation[          , genome  6856] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       925.17426, best error:       872.10016 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 176.2389831543s, input_fired_time: 1.9458242655, output_fired_time: 1.2271306515, propagate_forward_time: 66.9535369873, propagate_backward_time: 98.2001800537, weight_update_time: 0.1545379907, other_time: 7.9123077393
epoch time: 15.3443756104s, input_fired_time: 0.2284099609, output_fired_time: 0.0000000000, propagate_forward_time: 13.5765647888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5394010544
validation[          , genome  6856] predictions:    9685/  10000 (96.85%), best:    9747/10000 (97.47%), error:       954.32977, best error:       872.10016 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 176.8206787109s, input_fired_time: 1.9301657677, output_fired_time: 1.2537621260, propagate_forward_time: 66.9775466919, propagate_backward_time: 98.5857849121, weight_update_time: 0.1540123671, other_time: 8.0734176636
epoch time: 15.1491889954s, input_fired_time: 0.2349865139, output_fired_time: 0.0000000000, propagate_forward_time: 13.3729171753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5412855148
validation[          , genome  6856] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       900.17847, best error:       872.10016 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 176.3740692139s, input_fired_time: 1.9368244410, output_fired_time: 1.3168642521, propagate_forward_time: 66.9465713501, propagate_backward_time: 98.1415100098, weight_update_time: 0.1546404511, other_time: 8.0322952271
epoch time: 15.1688127518s, input_fired_time: 0.2122640908, output_fired_time: 0.0000000000, propagate_forward_time: 13.3801736832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763750076
validation[          , genome  6856] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       790.71503, best error:       790.71503 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 177.0864257812s, input_fired_time: 1.9715399742, output_fired_time: 1.2215523720, propagate_forward_time: 67.3879928589, propagate_backward_time: 98.5351867676, weight_update_time: 0.1542724669, other_time: 7.9701461792
epoch time: 15.2864723206s, input_fired_time: 0.2169244885, output_fired_time: 0.0000000000, propagate_forward_time: 13.5219736099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5475740433
validation[          , genome  6856] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       898.81750, best error:       790.71503 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 176.2869415283s, input_fired_time: 1.9318467379, output_fired_time: 1.2225193977, propagate_forward_time: 66.9016265869, propagate_backward_time: 98.2809982300, weight_update_time: 0.1536303163, other_time: 7.9499435425
epoch time: 15.0633964539s, input_fired_time: 0.2076665163, output_fired_time: 0.0000000000, propagate_forward_time: 13.3473577499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5083723068
validation[          , genome  6856] predictions:    9694/  10000 (96.94%), best:    9766/10000 (97.66%), error:      1001.65466, best error:       790.71503 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 176.2558288574s, input_fired_time: 1.9605294466, output_fired_time: 1.2300822735, propagate_forward_time: 67.1172790527, propagate_backward_time: 98.0532302856, weight_update_time: 0.1546294838, other_time: 7.8947067261
epoch time: 15.1870851517s, input_fired_time: 0.2133502811, output_fired_time: 0.0000000000, propagate_forward_time: 13.4593467712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5143880844
validation[          , genome  6856] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       959.21167, best error:       790.71503 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 176.7138061523s, input_fired_time: 1.9498764277, output_fired_time: 1.2240979671, propagate_forward_time: 67.2743377686, propagate_backward_time: 98.2743072510, weight_update_time: 0.1547338814, other_time: 7.9911956787
epoch time: 15.1934452057s, input_fired_time: 0.2107098252, output_fired_time: 0.0000000000, propagate_forward_time: 13.4439668655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5387687683
validation[          , genome  6856] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       867.56287, best error:       790.71503 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 181.4330444336s, input_fired_time: 2.0067126751, output_fired_time: 1.3572667837, propagate_forward_time: 68.8598251343, propagate_backward_time: 101.0729217529, weight_update_time: 0.1541340500, other_time: 8.1363143921
epoch time: 16.0998497009s, input_fired_time: 0.2418096811, output_fired_time: 0.0000000000, propagate_forward_time: 14.2410573959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6169824600
validation[          , genome  6856] predictions:    9678/  10000 (96.78%), best:    9766/10000 (97.66%), error:      1038.47913, best error:       790.71503 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 175.5190887451s, input_fired_time: 1.9355543852, output_fired_time: 1.2517839670, propagate_forward_time: 66.5845336914, propagate_backward_time: 97.8325500488, weight_update_time: 0.1546302438, other_time: 7.9146728516
epoch time: 15.0625581741s, input_fired_time: 0.2138268352, output_fired_time: 0.0000000000, propagate_forward_time: 13.3434820175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5052490234
validation[          , genome  6856] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       875.19177, best error:       790.71503 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 175.8791656494s, input_fired_time: 1.9420272112, output_fired_time: 1.2445957661, propagate_forward_time: 66.6661224365, propagate_backward_time: 98.1664123535, weight_update_time: 0.1558540463, other_time: 7.8600006104
epoch time: 15.0554666519s, input_fired_time: 0.2140993923, output_fired_time: 0.0000000000, propagate_forward_time: 13.3307971954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5105705261
validation[          , genome  6856] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       869.42438, best error:       790.71503 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 175.7142181396s, input_fired_time: 1.9792950153, output_fired_time: 1.2517554760, propagate_forward_time: 66.8378982544, propagate_backward_time: 97.7283554077, weight_update_time: 0.1577858031, other_time: 7.9169158936
epoch time: 15.0540304184s, input_fired_time: 0.2146884501, output_fired_time: 0.0000000000, propagate_forward_time: 13.3266534805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5126886368
validation[          , genome  6856] predictions:    9668/  10000 (96.68%), best:    9766/10000 (97.66%), error:      1075.13562, best error:       790.71503 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 176.0287475586s, input_fired_time: 1.9345018864, output_fired_time: 1.2483527660, propagate_forward_time: 66.6248245239, propagate_backward_time: 98.2285156250, weight_update_time: 0.1542886496, other_time: 7.9925460815
epoch time: 15.1794223785s, input_fired_time: 0.2178744078, output_fired_time: 0.0000000000, propagate_forward_time: 13.4396352768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5219125748
validation[          , genome  6856] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       927.84308, best error:       790.71503 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 176.3323974609s, input_fired_time: 1.9664604664, output_fired_time: 1.2232812643, propagate_forward_time: 66.9707183838, propagate_backward_time: 98.0960769653, weight_update_time: 0.1542421132, other_time: 8.0758590698
epoch time: 15.1660184860s, input_fired_time: 0.2194511145, output_fired_time: 0.0000000000, propagate_forward_time: 13.4081239700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5384435654
validation[          , genome  6856] predictions:    9649/  10000 (96.49%), best:    9766/10000 (97.66%), error:      1116.32947, best error:       790.71503 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 176.4221496582s, input_fired_time: 2.0400593281, output_fired_time: 1.2746442556, propagate_forward_time: 66.9004898071, propagate_backward_time: 98.2133941650, weight_update_time: 0.1544907987, other_time: 7.9935684204
epoch time: 15.1580352783s, input_fired_time: 0.2139733285, output_fired_time: 0.0000000000, propagate_forward_time: 13.4164056778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5276565552
validation[          , genome  6856] predictions:    9727/  10000 (97.27%), best:    9766/10000 (97.66%), error:       885.81873, best error:       790.71503 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 176.8899383545s, input_fired_time: 1.9928019047, output_fired_time: 1.2404494286, propagate_forward_time: 67.1971054077, propagate_backward_time: 98.4928131104, weight_update_time: 0.1577477753, other_time: 7.9667739868
epoch time: 15.3234815598s, input_fired_time: 0.2142799795, output_fired_time: 0.0000000000, propagate_forward_time: 13.5299968719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792045593
validation[          , genome  6856] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       799.19354, best error:       790.71503 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 176.6673583984s, input_fired_time: 2.0035810471, output_fired_time: 1.2558730841, propagate_forward_time: 66.8090133667, propagate_backward_time: 98.6414871216, weight_update_time: 0.1545425206, other_time: 7.9573974609
epoch time: 15.0095338821s, input_fired_time: 0.2115540057, output_fired_time: 0.0000000000, propagate_forward_time: 13.2371234894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5608568192
validation[          , genome  6856] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       855.19757, best error:       790.71503 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 176.7046966553s, input_fired_time: 1.9631595612, output_fired_time: 1.2226927280, propagate_forward_time: 67.0168685913, propagate_backward_time: 98.4810333252, weight_update_time: 0.1591151804, other_time: 8.0209426880
epoch time: 15.2286634445s, input_fired_time: 0.2122142762, output_fired_time: 0.0000000000, propagate_forward_time: 13.4915609360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5248880386
validation[          , genome  6856] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       808.49493, best error:       790.71503 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 176.1047515869s, input_fired_time: 1.9482209682, output_fired_time: 1.2305008173, propagate_forward_time: 66.9021987915, propagate_backward_time: 98.1581192017, weight_update_time: 0.1540003717, other_time: 7.8657073975
epoch time: 15.2499723434s, input_fired_time: 0.2147224694, output_fired_time: 0.0000000000, propagate_forward_time: 13.4237060547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6115436554
validation[          , genome  6856] predictions:    9783/  10000 (97.83%), best:    9766/10000 (97.66%), error:       794.90460, best error:       790.71503 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 175.8179779053s, input_fired_time: 1.9598827362, output_fired_time: 1.3228018284, propagate_forward_time: 66.5040588379, propagate_backward_time: 98.0857849121, weight_update_time: 0.1546716243, other_time: 7.9454498291
epoch time: 15.2191209793s, input_fired_time: 0.2167463303, output_fired_time: 0.0000000000, propagate_forward_time: 13.4444332123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5579414368
validation[          , genome  6856] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       891.22083, best error:       790.71503 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 176.3776550293s, input_fired_time: 1.9538897276, output_fired_time: 1.2373245955, propagate_forward_time: 67.1821060181, propagate_backward_time: 97.9451522827, weight_update_time: 0.1550939083, other_time: 8.0591888428
epoch time: 15.1158065796s, input_fired_time: 0.2161706686, output_fired_time: 0.0000000000, propagate_forward_time: 13.3630666733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5365695953
validation[          , genome  6856] predictions:    9753/  10000 (97.53%), best:    9766/10000 (97.66%), error:       824.43420, best error:       790.71503 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 176.5972595215s, input_fired_time: 1.9524854422, output_fired_time: 1.2715148926, propagate_forward_time: 67.0058288574, propagate_backward_time: 98.3655853271, weight_update_time: 0.1541526318, other_time: 8.0018463135
epoch time: 15.0819568634s, input_fired_time: 0.2123900950, output_fired_time: 0.0000000000, propagate_forward_time: 13.3404254913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5291414261
validation[          , genome  6856] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       755.10052, best error:       755.10052 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 177.1058502197s, input_fired_time: 1.9948114157, output_fired_time: 1.2273224592, propagate_forward_time: 67.1629562378, propagate_backward_time: 98.7466430664, weight_update_time: 0.1537650228, other_time: 7.9741134644
epoch time: 15.1840963364s, input_fired_time: 0.2137397379, output_fired_time: 0.0000000000, propagate_forward_time: 13.4200887680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5502681732
validation[          , genome  6856] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       786.39185, best error:       755.10052 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 176.0595855713s, input_fired_time: 1.9893800020, output_fired_time: 1.2269659042, propagate_forward_time: 66.7921218872, propagate_backward_time: 98.1671218872, weight_update_time: 0.1543787122, other_time: 7.8840026855
epoch time: 15.2468261719s, input_fired_time: 0.2157539874, output_fired_time: 0.0000000000, propagate_forward_time: 13.4988527298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5322198868
validation[          , genome  6856] predictions:    9768/  10000 (97.68%), best:    9773/10000 (97.73%), error:       779.27802, best error:       755.10052 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 176.0881195068s, input_fired_time: 1.9711372852, output_fired_time: 1.2224858999, propagate_forward_time: 66.5844345093, propagate_backward_time: 98.3943481445, weight_update_time: 0.1541198045, other_time: 7.9157180786
epoch time: 15.4506683350s, input_fired_time: 0.2185632586, output_fired_time: 0.0000000000, propagate_forward_time: 13.6430730820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5890321732
validation[          , genome  6856] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       834.24518, best error:       755.10052 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 176.8921966553s, input_fired_time: 1.9691948891, output_fired_time: 1.2242951393, propagate_forward_time: 66.5773544312, propagate_backward_time: 99.1641311646, weight_update_time: 0.1551235169, other_time: 7.9572296143
epoch time: 15.2931537628s, input_fired_time: 0.2154759318, output_fired_time: 0.0000000000, propagate_forward_time: 13.5058393478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5718383789
validation[          , genome  6856] predictions:    9761/  10000 (97.61%), best:    9773/10000 (97.73%), error:       800.73523, best error:       755.10052 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 176.3612823486s, input_fired_time: 2.0054135323, output_fired_time: 1.2355935574, propagate_forward_time: 67.0285873413, propagate_backward_time: 98.2083282471, weight_update_time: 0.1536514312, other_time: 7.8833541870
epoch time: 15.1568670273s, input_fired_time: 0.2240357101, output_fired_time: 0.0000000000, propagate_forward_time: 13.4119501114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5208816528
validation[          , genome  6856] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       750.71411, best error:       750.71411 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 176.3181762695s, input_fired_time: 1.9912294149, output_fired_time: 1.2288883924, propagate_forward_time: 66.8370513916, propagate_backward_time: 98.2519378662, weight_update_time: 0.1537387818, other_time: 8.0090789795
epoch time: 15.0737342834s, input_fired_time: 0.2169961184, output_fired_time: 0.0000000000, propagate_forward_time: 13.3495502472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5071878433
validation[          , genome  6856] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       742.94281, best error:       742.94281 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 176.7361297607s, input_fired_time: 1.9922859669, output_fired_time: 1.2674105167, propagate_forward_time: 66.9738159180, propagate_backward_time: 98.5356521606, weight_update_time: 0.1540917307, other_time: 7.9669723511
epoch time: 15.2851190567s, input_fired_time: 0.2167644650, output_fired_time: 0.0000000000, propagate_forward_time: 13.5220184326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463361740
validation[          , genome  6856] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       827.22803, best error:       742.94281 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 176.3161010742s, input_fired_time: 1.9916266203, output_fired_time: 1.2325348854, propagate_forward_time: 66.7639694214, propagate_backward_time: 98.3942794800, weight_update_time: 0.1535633653, other_time: 7.9337005615
epoch time: 15.3300228119s, input_fired_time: 0.2573534250, output_fired_time: 0.0000000000, propagate_forward_time: 13.5407562256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5319128036
validation[          , genome  6856] predictions:    9716/  10000 (97.16%), best:    9786/10000 (97.86%), error:       984.52576, best error:       742.94281 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 176.4618682861s, input_fired_time: 2.0634295940, output_fired_time: 1.3344290257, propagate_forward_time: 66.8543701172, propagate_backward_time: 98.3289718628, weight_update_time: 0.1545410305, other_time: 7.8806686401
epoch time: 15.4680204391s, input_fired_time: 0.2528141439, output_fired_time: 0.0000000000, propagate_forward_time: 13.6862201691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5289859772
validation[          , genome  6856] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       777.18073, best error:       742.94281 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 176.4225921631s, input_fired_time: 1.9631505013, output_fired_time: 1.2254089117, propagate_forward_time: 66.8247985840, propagate_backward_time: 98.3868560791, weight_update_time: 0.1536151022, other_time: 8.0223846436
epoch time: 15.1278800964s, input_fired_time: 0.2173660547, output_fired_time: 0.0000000000, propagate_forward_time: 13.3942041397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5163097382
validation[          , genome  6856] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       819.86676, best error:       742.94281 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 177.1291809082s, input_fired_time: 1.9695940018, output_fired_time: 1.2302261591, propagate_forward_time: 66.8698196411, propagate_backward_time: 99.1218185425, weight_update_time: 0.1541384608, other_time: 7.9377288818
epoch time: 14.9871969223s, input_fired_time: 0.2179713547, output_fired_time: 0.0000000000, propagate_forward_time: 13.2532567978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5159683228
validation[          , genome  6856] predictions:    9770/  10000 (97.70%), best:    9786/10000 (97.86%), error:       771.34821, best error:       742.94281 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 176.3792572021s, input_fired_time: 1.9817601442, output_fired_time: 1.2257468700, propagate_forward_time: 66.7316970825, propagate_backward_time: 98.5520401001, weight_update_time: 0.1542158425, other_time: 7.8880004883
epoch time: 15.1387586594s, input_fired_time: 0.2202079892, output_fired_time: 0.0000000000, propagate_forward_time: 13.3964262009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5221242905
validation[          , genome  6856] predictions:    9770/  10000 (97.70%), best:    9786/10000 (97.86%), error:       778.31171, best error:       742.94281 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 176.8075408936s, input_fired_time: 2.0495913029, output_fired_time: 1.2270134687, propagate_forward_time: 66.8553848267, propagate_backward_time: 98.6849594116, weight_update_time: 0.1543460488, other_time: 7.9905853271
epoch time: 15.1255989075s, input_fired_time: 0.2367912382, output_fired_time: 0.0000000000, propagate_forward_time: 13.3729200363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5158872604
validation[          , genome  6856] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       795.71906, best error:       742.94281 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 176.6130828857s, input_fired_time: 1.9614098072, output_fired_time: 1.2249089479, propagate_forward_time: 67.4591827393, propagate_backward_time: 97.9911346436, weight_update_time: 0.1646973342, other_time: 7.9764404297
epoch time: 15.1508760452s, input_fired_time: 0.2166263163, output_fired_time: 0.0000000000, propagate_forward_time: 13.4224948883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5117549896
validation[          , genome  6856] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       758.35547, best error:       742.94281 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 175.9804077148s, input_fired_time: 1.9845701456, output_fired_time: 1.2251762152, propagate_forward_time: 66.6997451782, propagate_backward_time: 98.1831512451, weight_update_time: 0.1582534462, other_time: 7.8877639771
epoch time: 15.2143678665s, input_fired_time: 0.2183707803, output_fired_time: 0.0000000000, propagate_forward_time: 13.4536294937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5423679352
validation[          , genome  6856] predictions:    9754/  10000 (97.54%), best:    9786/10000 (97.86%), error:       848.77142, best error:       742.94281 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 176.0289001465s, input_fired_time: 1.9706218243, output_fired_time: 1.2247202396, propagate_forward_time: 66.8925781250, propagate_backward_time: 97.9364471436, weight_update_time: 0.1538088918, other_time: 8.0045318604
epoch time: 15.1787185669s, input_fired_time: 0.2161600590, output_fired_time: 0.0000000000, propagate_forward_time: 13.4369535446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5256052017
validation[          , genome  6856] predictions:    9704/  10000 (97.04%), best:    9786/10000 (97.86%), error:       941.88910, best error:       742.94281 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 176.3501739502s, input_fired_time: 1.9763327837, output_fired_time: 1.2577717304, propagate_forward_time: 66.8163833618, propagate_backward_time: 98.3897705078, weight_update_time: 0.1542420685, other_time: 7.9099197388
epoch time: 15.6866874695s, input_fired_time: 0.2549735606, output_fired_time: 0.0000000000, propagate_forward_time: 13.8469381332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5847759247
validation[          , genome  6856] predictions:    9681/  10000 (96.81%), best:    9786/10000 (97.86%), error:       997.27490, best error:       742.94281 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 177.1213836670s, input_fired_time: 2.0239324570, output_fired_time: 1.2295919657, propagate_forward_time: 67.3168640137, propagate_backward_time: 98.5284347534, weight_update_time: 0.1545895338, other_time: 8.0225601196
epoch time: 15.2048635483s, input_fired_time: 0.2178366929, output_fired_time: 0.0000000000, propagate_forward_time: 13.4670286179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5199985504
validation[          , genome  6856] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       883.98615, best error:       742.94281 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 176.7984313965s, input_fired_time: 1.9876798391, output_fired_time: 1.2280538082, propagate_forward_time: 67.1443710327, propagate_backward_time: 98.4036026001, weight_update_time: 0.1582211852, other_time: 8.0347137451
epoch time: 15.2301979065s, input_fired_time: 0.2223713994, output_fired_time: 0.0000000000, propagate_forward_time: 13.4879369736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5198898315
validation[          , genome  6856] predictions:    9704/  10000 (97.04%), best:    9786/10000 (97.86%), error:       916.28217, best error:       742.94281 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 176.5709228516s, input_fired_time: 1.9790713787, output_fired_time: 1.2408118248, propagate_forward_time: 67.0605316162, propagate_backward_time: 98.1486434937, weight_update_time: 0.1944051832, other_time: 8.1418685913
epoch time: 15.2073917389s, input_fired_time: 0.2276557982, output_fired_time: 0.0000000000, propagate_forward_time: 13.4612655640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5184707642
validation[          , genome  6856] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       835.48853, best error:       742.94281 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 176.4608459473s, input_fired_time: 1.9589310884, output_fired_time: 1.2459222078, propagate_forward_time: 66.6248474121, propagate_backward_time: 98.6126708984, weight_update_time: 0.1543127000, other_time: 8.0184631348
epoch time: 15.1498546600s, input_fired_time: 0.2198221385, output_fired_time: 0.0000000000, propagate_forward_time: 13.3964405060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5335922241
validation[          , genome  6856] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       825.62823, best error:       742.94281 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 176.7735443115s, input_fired_time: 1.9842970371, output_fired_time: 1.2238228321, propagate_forward_time: 67.0671463013, propagate_backward_time: 98.5618743896, weight_update_time: 0.1544749737, other_time: 7.9364089966
epoch time: 15.1475009918s, input_fired_time: 0.2309575230, output_fired_time: 0.0000000000, propagate_forward_time: 13.4006128311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5159301758
validation[          , genome  6856] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       896.27814, best error:       742.94281 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 176.1156158447s, input_fired_time: 1.9990918636, output_fired_time: 1.2400318384, propagate_forward_time: 66.8840332031, propagate_backward_time: 97.9476318359, weight_update_time: 0.1530717015, other_time: 8.0448303223
epoch time: 14.8818378448s, input_fired_time: 0.2179335654, output_fired_time: 0.0000000000, propagate_forward_time: 13.1499223709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5139818192
validation[          , genome  6856] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       925.20862, best error:       742.94281 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 176.5427246094s, input_fired_time: 1.9967958927, output_fired_time: 1.2518894672, propagate_forward_time: 67.1423110962, propagate_backward_time: 98.0586624146, weight_update_time: 0.2220651656, other_time: 8.0930633545
epoch time: 15.1081638336s, input_fired_time: 0.2193417549, output_fired_time: 0.0000000000, propagate_forward_time: 13.3651218414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5237007141
validation[          , genome  6856] predictions:    9705/  10000 (97.05%), best:    9786/10000 (97.86%), error:       987.06281, best error:       742.94281 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 176.4608459473s, input_fired_time: 2.0124137402, output_fired_time: 1.2381039858, propagate_forward_time: 67.1535644531, propagate_backward_time: 98.0711135864, weight_update_time: 0.1547796279, other_time: 7.9856491089
epoch time: 15.1880474091s, input_fired_time: 0.2220841795, output_fired_time: 0.0000000000, propagate_forward_time: 13.4174842834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5484790802
validation[          , genome  6856] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       815.01178, best error:       742.94281 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 177.1911010742s, input_fired_time: 1.9825320244, output_fired_time: 1.2614427805, propagate_forward_time: 67.1899642944, propagate_backward_time: 98.7841186523, weight_update_time: 0.1756506860, other_time: 7.9730453491
epoch time: 15.2268104553s, input_fired_time: 0.2217027694, output_fired_time: 0.0000000000, propagate_forward_time: 13.4986991882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5064086914
validation[          , genome  6856] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       847.67615, best error:       742.94281 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 176.2015991211s, input_fired_time: 2.0019035339, output_fired_time: 1.2246538401, propagate_forward_time: 66.6479568481, propagate_backward_time: 98.3667907715, weight_update_time: 0.1531713903, other_time: 7.9602890015
epoch time: 15.4807472229s, input_fired_time: 0.2280685604, output_fired_time: 0.0000000000, propagate_forward_time: 13.7287769318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5239019394
validation[          , genome  6856] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       783.83844, best error:       742.94281 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 177.8142242432s, input_fired_time: 2.0283458233, output_fired_time: 1.2718375921, propagate_forward_time: 67.6337661743, propagate_backward_time: 98.8277969360, weight_update_time: 0.1541363746, other_time: 8.0524749756
epoch time: 15.2984914780s, input_fired_time: 0.2202644795, output_fired_time: 0.0000000000, propagate_forward_time: 13.5312528610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5469741821
validation[          , genome  6856] predictions:    9713/  10000 (97.13%), best:    9786/10000 (97.86%), error:       900.73505, best error:       742.94281 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 176.6212310791s, input_fired_time: 2.0058062077, output_fired_time: 1.2669364214, propagate_forward_time: 67.0410385132, propagate_backward_time: 98.4120254517, weight_update_time: 0.1548574716, other_time: 7.8954162598
epoch time: 15.2329635620s, input_fired_time: 0.2257136405, output_fired_time: 0.0000000000, propagate_forward_time: 13.4699993134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5372505188
validation[          , genome  6856] predictions:    9733/  10000 (97.33%), best:    9786/10000 (97.86%), error:       877.23224, best error:       742.94281 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 176.3350982666s, input_fired_time: 1.9714223146, output_fired_time: 1.2344429493, propagate_forward_time: 67.0513534546, propagate_backward_time: 98.1451492310, weight_update_time: 0.1545393765, other_time: 7.9327392578
epoch time: 15.3004789352s, input_fired_time: 0.2184108496, output_fired_time: 0.0000000000, propagate_forward_time: 13.4964599609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5856084824
validation[          , genome  6856] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       813.47272, best error:       742.94281 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 176.7444000244s, input_fired_time: 1.9972054958, output_fired_time: 1.2381287813, propagate_forward_time: 67.2098159790, propagate_backward_time: 98.3799667358, weight_update_time: 0.1585253030, other_time: 7.9192810059
epoch time: 15.1544618607s, input_fired_time: 0.2231059670, output_fired_time: 0.0000000000, propagate_forward_time: 13.3696880341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5616674423
validation[          , genome  6856] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       787.61829, best error:       742.94281 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 177.2103424072s, input_fired_time: 2.0720896721, output_fired_time: 1.2409642935, propagate_forward_time: 67.1226654053, propagate_backward_time: 98.7820816040, weight_update_time: 0.1586971283, other_time: 7.9925460815
epoch time: 15.2039890289s, input_fired_time: 0.2222764045, output_fired_time: 0.0000000000, propagate_forward_time: 13.4617700577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5199422836
validation[          , genome  6856] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       827.71204, best error:       742.94281 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 176.6630554199s, input_fired_time: 1.9827190638, output_fired_time: 1.2980445623, propagate_forward_time: 67.0860900879, propagate_backward_time: 98.2411422729, weight_update_time: 0.1548546553, other_time: 8.0550613403
epoch time: 15.1273479462s, input_fired_time: 0.2209004909, output_fired_time: 0.0000000000, propagate_forward_time: 13.3730888367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5333585739
validation[          , genome  6856] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       765.32526, best error:       742.94281 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 176.7931518555s, input_fired_time: 2.0004739761, output_fired_time: 1.2352985144, propagate_forward_time: 67.1791305542, propagate_backward_time: 98.3223571777, weight_update_time: 0.1565812975, other_time: 8.0558853149
epoch time: 15.1127376556s, input_fired_time: 0.2238072008, output_fired_time: 0.0000000000, propagate_forward_time: 13.3611803055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5277500153
validation[          , genome  6856] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       761.63782, best error:       742.94281 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 175.8211517334s, input_fired_time: 1.9720742702, output_fired_time: 1.2387073040, propagate_forward_time: 66.6263961792, propagate_backward_time: 98.0217742920, weight_update_time: 0.1547366977, other_time: 7.9621963501
epoch time: 15.0253725052s, input_fired_time: 0.2153697908, output_fired_time: 0.0000000000, propagate_forward_time: 13.2805719376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5294303894
validation[          , genome  6856] predictions:    9747/  10000 (97.47%), best:    9786/10000 (97.86%), error:       784.80743, best error:       742.94281 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 176.7624511719s, input_fired_time: 2.0145227909, output_fired_time: 1.2631508112, propagate_forward_time: 67.4272384644, propagate_backward_time: 98.1346511841, weight_update_time: 0.1546802968, other_time: 7.9228820801
epoch time: 15.2586107254s, input_fired_time: 0.2209875286, output_fired_time: 0.0000000000, propagate_forward_time: 13.5107631683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5268602371
validation[          , genome  6856] predictions:    9700/  10000 (97.00%), best:    9786/10000 (97.86%), error:       968.02118, best error:       742.94281 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 176.6817932129s, input_fired_time: 2.0169217587, output_fired_time: 1.2254008055, propagate_forward_time: 67.1664810181, propagate_backward_time: 98.2710723877, weight_update_time: 0.1535777748, other_time: 8.0019149780
epoch time: 15.4454917908s, input_fired_time: 0.2382630259, output_fired_time: 0.0000000000, propagate_forward_time: 13.6929531097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5142755508
validation[          , genome  6856] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       773.74701, best error:       742.94281 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 177.9153747559s, input_fired_time: 2.0135250092, output_fired_time: 1.2912472486, propagate_forward_time: 67.4522094727, propagate_backward_time: 99.1063385010, weight_update_time: 0.1986343265, other_time: 8.0520629883
epoch time: 15.4045038223s, input_fired_time: 0.2240360081, output_fired_time: 0.0000000000, propagate_forward_time: 13.6593675613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5211000443
validation[          , genome  6856] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       774.20764, best error:       742.94281 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 176.9501800537s, input_fired_time: 1.9869610071, output_fired_time: 1.2328032255, propagate_forward_time: 67.1101074219, propagate_backward_time: 98.6623764038, weight_update_time: 0.1584606618, other_time: 7.9579391479
epoch time: 15.2137470245s, input_fired_time: 0.2213112861, output_fired_time: 0.0000000000, propagate_forward_time: 13.4429941177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5494413376
validation[          , genome  6856] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       769.75928, best error:       742.94281 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 176.8540344238s, input_fired_time: 1.9927570820, output_fired_time: 1.2803474665, propagate_forward_time: 67.4478836060, propagate_backward_time: 98.1846618652, weight_update_time: 0.1550215036, other_time: 7.9483871460
epoch time: 15.2813901901s, input_fired_time: 0.2220902145, output_fired_time: 0.0000000000, propagate_forward_time: 13.4889144897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5703859329
validation[          , genome  6856] predictions:    9768/  10000 (97.68%), best:    9786/10000 (97.86%), error:       801.71259, best error:       742.94281 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 176.5932464600s, input_fired_time: 1.9846787453, output_fired_time: 1.2374817133, propagate_forward_time: 66.9208679199, propagate_backward_time: 98.4302139282, weight_update_time: 0.1541783512, other_time: 8.0199966431
epoch time: 15.0004177094s, input_fired_time: 0.2203140706, output_fired_time: 0.0000000000, propagate_forward_time: 13.2582063675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5218973160
validation[          , genome  6856] predictions:    9606/  10000 (96.06%), best:    9786/10000 (97.86%), error:      1274.29028, best error:       742.94281 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 176.5891876221s, input_fired_time: 1.9709651470, output_fired_time: 1.2330336571, propagate_forward_time: 66.9850540161, propagate_backward_time: 98.4949798584, weight_update_time: 0.1547487229, other_time: 7.9051589966
epoch time: 15.2840242386s, input_fired_time: 0.2213727981, output_fired_time: 0.0000000000, propagate_forward_time: 13.4904937744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5721578598
validation[          , genome  6856] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       763.02783, best error:       742.94281 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 177.6747436523s, input_fired_time: 2.0219366550, output_fired_time: 1.2819943428, propagate_forward_time: 67.3362503052, propagate_backward_time: 99.0343399048, weight_update_time: 0.1545330286, other_time: 8.0002136230
epoch time: 15.2251644135s, input_fired_time: 0.2310309112, output_fired_time: 0.0000000000, propagate_forward_time: 13.4428958893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5512380600
validation[          , genome  6856] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       761.07245, best error:       742.94281 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 176.8062438965s, input_fired_time: 2.0090148449, output_fired_time: 1.2563585043, propagate_forward_time: 67.2549285889, propagate_backward_time: 98.3659973145, weight_update_time: 0.1579631567, other_time: 7.9199371338
epoch time: 15.0792741776s, input_fired_time: 0.2277347594, output_fired_time: 0.0000000000, propagate_forward_time: 13.3388614655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5126781464
validation[          , genome  6856] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       767.16833, best error:       742.94281 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 176.6249389648s, input_fired_time: 2.0609779358, output_fired_time: 1.2546710968, propagate_forward_time: 67.2987060547, propagate_backward_time: 98.0262603760, weight_update_time: 0.1629287750, other_time: 7.9843292236
epoch time: 15.1100482941s, input_fired_time: 0.2225773782, output_fired_time: 0.0000000000, propagate_forward_time: 13.3707895279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5166816711
validation[          , genome  6856] predictions:    9728/  10000 (97.28%), best:    9786/10000 (97.86%), error:       848.61298, best error:       742.94281 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 176.5344543457s, input_fired_time: 1.9961862564, output_fired_time: 1.2305287123, propagate_forward_time: 67.1022338867, propagate_backward_time: 98.3336715698, weight_update_time: 0.1561683267, other_time: 7.8718338013
epoch time: 15.1538133621s, input_fired_time: 0.2220164984, output_fired_time: 0.0000000000, propagate_forward_time: 13.4064283371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5253686905
validation[          , genome  6856] predictions:    9675/  10000 (96.75%), best:    9786/10000 (97.86%), error:      1008.28387, best error:       742.94281 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 177.1899261475s, input_fired_time: 2.0127990246, output_fired_time: 1.2427222729, propagate_forward_time: 67.3096313477, propagate_backward_time: 98.4922103882, weight_update_time: 0.1551940441, other_time: 8.1325607300
epoch time: 15.2267332077s, input_fired_time: 0.2375198603, output_fired_time: 0.0000000000, propagate_forward_time: 13.4572725296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5319404602
validation[          , genome  6856] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       860.08099, best error:       742.94281 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 176.6065979004s, input_fired_time: 2.0088336468, output_fired_time: 1.2347249985, propagate_forward_time: 67.0517578125, propagate_backward_time: 98.3366165161, weight_update_time: 0.1547727883, other_time: 7.9746627808
epoch time: 15.0979118347s, input_fired_time: 0.2507829368, output_fired_time: 0.0000000000, propagate_forward_time: 13.3350057602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5121231079
validation[          , genome  6856] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       827.65747, best error:       742.94281 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 176.3583679199s, input_fired_time: 1.9983600378, output_fired_time: 1.2430019379, propagate_forward_time: 67.0838241577, propagate_backward_time: 98.0961074829, weight_update_time: 0.1586924046, other_time: 7.9370727539
epoch time: 15.0863380432s, input_fired_time: 0.2247081995, output_fired_time: 0.0000000000, propagate_forward_time: 13.3434429169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5181865692
validation[          , genome  6856] predictions:    9688/  10000 (96.88%), best:    9786/10000 (97.86%), error:       946.08234, best error:       742.94281 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 176.7055053711s, input_fired_time: 2.0715804100, output_fired_time: 1.2412133217, propagate_forward_time: 66.8684387207, propagate_backward_time: 98.4403991699, weight_update_time: 0.1541598439, other_time: 8.0838775635
epoch time: 15.2021856308s, input_fired_time: 0.2264107317, output_fired_time: 0.0000000000, propagate_forward_time: 13.4704227448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5053520203
validation[          , genome  6856] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       815.81702, best error:       742.94281 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 176.0226287842s, input_fired_time: 2.0226874352, output_fired_time: 1.2447009087, propagate_forward_time: 66.7888870239, propagate_backward_time: 98.1030807495, weight_update_time: 0.1540104747, other_time: 7.8632659912
epoch time: 15.1195793152s, input_fired_time: 0.2288067192, output_fired_time: 0.0000000000, propagate_forward_time: 13.3655004501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5252723694
validation[          , genome  6856] predictions:    9676/  10000 (96.76%), best:    9786/10000 (97.86%), error:      1061.37415, best error:       742.94281 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 176.6021575928s, input_fired_time: 1.9847699404, output_fired_time: 1.2703129053, propagate_forward_time: 66.8727035522, propagate_backward_time: 98.5221786499, weight_update_time: 0.1550158411, other_time: 7.9521942139
epoch time: 15.1007127762s, input_fired_time: 0.2241193503, output_fired_time: 0.0000000000, propagate_forward_time: 13.3525991440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5239944458
validation[          , genome  6856] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       775.91693, best error:       742.94281 on epoch:    54, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 76.5215530396s, input_fired_time: 1.1173516512, output_fired_time: 0.0000000000, propagate_forward_time: 67.4895401001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9146575928
best training[          , genome  6856] predictions:   49540/  50000 (99.08%), best:    9786/10000 (97.86%), error:      1761.10059, best error:       742.94281 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 15.6789855957s, input_fired_time: 0.2287809849, output_fired_time: 0.0000000000, propagate_forward_time: 13.6061687469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8440361023
   testing[          , genome  6856] predictions:    9788/  10000 (97.88%), best:    9786/10000 (97.86%), error:       692.86273, best error:       742.94281 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:51:39 (31934): called boinc_finish(0)

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