Nameexact_genome_1512735002_44_25213_0
Workunit2697381
Created20 Dec 2017, 8:43:58 UTC
Sent20 Dec 2017, 9:13:10 UTC
Report deadline18 Feb 2018, 22:25:35 UTC
Received21 Dec 2017, 17:07:03 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 3 hours 22 min 32 sec
CPU time1 days 1 hours 55 min 17 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.75 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size182.56 MB
Peak swap size185.64 MB
Peak disk usage7.04 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ime: 67.7138671875s, input_fired_time: 1.4505739212, output_fired_time: 0.0000000000, propagate_forward_time: 64.2413482666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0219421387
validation[          , genome 25213] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       422.64386, best error:       417.12338 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 850.2401733398s, input_fired_time: 11.5452957153, output_fired_time: 10.8236942291, propagate_forward_time: 316.8674621582, propagate_backward_time: 500.1016235352, weight_update_time: 0.7172946930, other_time: 10.9021301270
epoch time: 64.4549407959s, input_fired_time: 1.3936975002, output_fired_time: 0.0000000000, propagate_forward_time: 61.0872955322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9739494324
validation[          , genome 25213] predictions:    9801/  10000 (98.01%), best:    9874/10000 (98.74%), error:       629.82617, best error:       417.12338 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 829.4148559570s, input_fired_time: 11.3543939590, output_fired_time: 10.5884590149, propagate_forward_time: 307.6871643066, propagate_backward_time: 489.0107727051, weight_update_time: 0.7093004584, other_time: 10.7741088867
epoch time: 65.0930633545s, input_fired_time: 1.4065101147, output_fired_time: 0.0000000000, propagate_forward_time: 61.7207183838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9658355713
validation[          , genome 25213] predictions:    9849/  10000 (98.49%), best:    9874/10000 (98.74%), error:       493.44287, best error:       417.12338 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 825.4899902344s, input_fired_time: 11.2997741699, output_fired_time: 10.6095256805, propagate_forward_time: 306.2200927734, propagate_backward_time: 486.6277465820, weight_update_time: 0.7063705325, other_time: 10.7328491211
epoch time: 64.3271026611s, input_fired_time: 1.3968778849, output_fired_time: 0.0000000000, propagate_forward_time: 60.9992942810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9309310913
validation[          , genome 25213] predictions:    9834/  10000 (98.34%), best:    9874/10000 (98.74%), error:       481.40665, best error:       417.12338 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 810.8664550781s, input_fired_time: 11.1906337738, output_fired_time: 10.4383687973, propagate_forward_time: 299.7830505371, propagate_backward_time: 478.8089294434, weight_update_time: 0.6986998320, other_time: 10.6455078125
epoch time: 63.4924545288s, input_fired_time: 1.3752701283, output_fired_time: 0.0000000000, propagate_forward_time: 60.1796760559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9375076294
validation[          , genome 25213] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       405.27600, best error:       405.27600 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 795.2380371094s, input_fired_time: 11.0759468079, output_fired_time: 10.2199764252, propagate_forward_time: 294.2064208984, propagate_backward_time: 469.2341613770, weight_update_time: 0.6882784367, other_time: 10.5015563965
epoch time: 65.2106246948s, input_fired_time: 1.4069861174, output_fired_time: 0.0000000000, propagate_forward_time: 61.8370056152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9666328430
validation[          , genome 25213] predictions:    9802/  10000 (98.02%), best:    9877/10000 (98.77%), error:       586.91461, best error:       405.27600 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 818.2647705078s, input_fired_time: 11.2725019455, output_fired_time: 10.4951467514, propagate_forward_time: 303.5010070801, propagate_backward_time: 482.3524169922, weight_update_time: 0.6986844540, other_time: 10.6437072754
epoch time: 63.7550239563s, input_fired_time: 1.3842791319, output_fired_time: 0.0000000000, propagate_forward_time: 60.4503974915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9203491211
validation[          , genome 25213] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       411.82462, best error:       405.27600 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 802.9199218750s, input_fired_time: 11.1173782349, output_fired_time: 10.2484512329, propagate_forward_time: 296.8995361328, propagate_backward_time: 474.1374206543, weight_update_time: 0.6904644966, other_time: 10.5171203613
epoch time: 62.7948913574s, input_fired_time: 1.3709046841, output_fired_time: 0.0000000000, propagate_forward_time: 59.5098419189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9141464233
validation[          , genome 25213] predictions:    9854/  10000 (98.54%), best:    9877/10000 (98.77%), error:       464.28839, best error:       405.27600 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 788.3557128906s, input_fired_time: 10.9979629517, output_fired_time: 10.1700010300, propagate_forward_time: 290.5192871094, propagate_backward_time: 466.2525024414, weight_update_time: 0.6823171377, other_time: 10.4159545898
epoch time: 63.8819656372s, input_fired_time: 1.3917291164, output_fired_time: 0.0000000000, propagate_forward_time: 60.5399475098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9502906799
validation[          , genome 25213] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       414.21503, best error:       405.27600 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 798.3582763672s, input_fired_time: 11.1050415039, output_fired_time: 10.2235307693, propagate_forward_time: 295.4194335938, propagate_backward_time: 471.0467224121, weight_update_time: 0.6935740709, other_time: 10.5635681152
epoch time: 62.4603843689s, input_fired_time: 1.3696608543, output_fired_time: 0.0000000000, propagate_forward_time: 59.1875343323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9031906128
validation[          , genome 25213] predictions:    9843/  10000 (98.43%), best:    9877/10000 (98.77%), error:       508.57071, best error:       405.27600 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 801.5111083984s, input_fired_time: 11.1067781448, output_fired_time: 10.2665481567, propagate_forward_time: 295.7655639648, propagate_backward_time: 473.7647705078, weight_update_time: 0.6947016716, other_time: 10.6074829102
epoch time: 62.1000709534s, input_fired_time: 1.3646130562, output_fired_time: 0.0000000000, propagate_forward_time: 58.8058280945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9296302795
validation[          , genome 25213] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       393.30402, best error:       393.30402 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 804.4513549805s, input_fired_time: 11.1560344696, output_fired_time: 10.2964372635, propagate_forward_time: 296.9949645996, propagate_backward_time: 475.4385375977, weight_update_time: 0.6928276420, other_time: 10.5653991699
epoch time: 63.0365524292s, input_fired_time: 1.3784786463, output_fired_time: 0.0000000000, propagate_forward_time: 59.7146720886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9434013367
validation[          , genome 25213] predictions:    9861/  10000 (98.61%), best:    9866/10000 (98.66%), error:       412.88675, best error:       393.30402 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 802.2697753906s, input_fired_time: 11.1566486359, output_fired_time: 10.2345123291, propagate_forward_time: 296.6987609863, propagate_backward_time: 473.6312255859, weight_update_time: 0.6920737028, other_time: 10.5486145020
epoch time: 63.7353973389s, input_fired_time: 1.3940012455, output_fired_time: 0.0000000000, propagate_forward_time: 60.4037895203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9376068115
validation[          , genome 25213] predictions:    9857/  10000 (98.57%), best:    9866/10000 (98.66%), error:       481.13989, best error:       393.30402 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 812.3441772461s, input_fired_time: 11.2657423019, output_fired_time: 10.3741245270, propagate_forward_time: 301.2781066895, propagate_backward_time: 478.7969360352, weight_update_time: 0.6980098486, other_time: 10.6292419434
epoch time: 63.6820907593s, input_fired_time: 1.3937424421, output_fired_time: 0.0000000000, propagate_forward_time: 60.3504600525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9378890991
validation[          , genome 25213] predictions:    9873/  10000 (98.73%), best:    9866/10000 (98.66%), error:       401.43607, best error:       393.30402 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 819.6824340820s, input_fired_time: 11.3190088272, output_fired_time: 10.4499130249, propagate_forward_time: 304.1013183594, propagate_backward_time: 483.0960998535, weight_update_time: 0.7053020000, other_time: 10.7160949707
epoch time: 64.1472015381s, input_fired_time: 1.4022134542, output_fired_time: 0.0000000000, propagate_forward_time: 60.7839126587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9610748291
validation[          , genome 25213] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       480.75565, best error:       393.30402 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 819.9651489258s, input_fired_time: 11.3186569214, output_fired_time: 10.5137300491, propagate_forward_time: 303.0541076660, propagate_backward_time: 484.3637695313, weight_update_time: 0.7044348121, other_time: 10.7148742676
epoch time: 63.0065307617s, input_fired_time: 1.3827643394, output_fired_time: 0.0000000000, propagate_forward_time: 59.6926460266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9311218262
validation[          , genome 25213] predictions:    9864/  10000 (98.64%), best:    9866/10000 (98.66%), error:       445.32443, best error:       393.30402 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 819.0840454102s, input_fired_time: 11.3190317154, output_fired_time: 10.4632091522, propagate_forward_time: 304.1530761719, propagate_backward_time: 482.4519653320, weight_update_time: 0.7028266788, other_time: 10.6967773438
epoch time: 64.5048599243s, input_fired_time: 1.4066885710, output_fired_time: 0.0000000000, propagate_forward_time: 61.1425476074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9556236267
validation[          , genome 25213] predictions:    9846/  10000 (98.46%), best:    9866/10000 (98.66%), error:       470.66251, best error:       393.30402 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 823.8377685547s, input_fired_time: 11.3690261841, output_fired_time: 10.5473299026, propagate_forward_time: 305.5439147949, propagate_backward_time: 485.6186218262, weight_update_time: 0.7051733136, other_time: 10.7589111328
epoch time: 65.7354049683s, input_fired_time: 1.4286974669, output_fired_time: 0.0000000000, propagate_forward_time: 62.2877159119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0189933777
validation[          , genome 25213] predictions:    9839/  10000 (98.39%), best:    9866/10000 (98.66%), error:       501.37714, best error:       393.30402 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 820.3190917969s, input_fired_time: 11.3270988464, output_fired_time: 10.4854049683, propagate_forward_time: 303.9341125488, propagate_backward_time: 483.8115234375, weight_update_time: 0.6987488270, other_time: 10.7609558105
epoch time: 63.7401161194s, input_fired_time: 1.3945223093, output_fired_time: 0.0000000000, propagate_forward_time: 60.4078636169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9377288818
validation[          , genome 25213] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       354.21423, best error:       354.21423 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 817.2105712891s, input_fired_time: 11.3237485886, output_fired_time: 10.4663286209, propagate_forward_time: 303.0668029785, propagate_backward_time: 481.6598205566, weight_update_time: 0.7034990788, other_time: 10.6939086914
epoch time: 62.0578117371s, input_fired_time: 1.3746001720, output_fired_time: 0.0000000000, propagate_forward_time: 58.7667884827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9164237976
validation[          , genome 25213] predictions:    9849/  10000 (98.49%), best:    9880/10000 (98.80%), error:       419.56454, best error:       354.21423 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 815.2404785156s, input_fired_time: 11.3092975616, output_fired_time: 10.4268341064, propagate_forward_time: 301.8166809082, propagate_backward_time: 481.0590209961, weight_update_time: 0.6994730830, other_time: 10.6286315918
epoch time: 64.9553909302s, input_fired_time: 1.4144529104, output_fired_time: 0.0000000000, propagate_forward_time: 61.5749969482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9659423828
validation[          , genome 25213] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       392.43750, best error:       354.21423 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 844.3434448242s, input_fired_time: 11.5585660934, output_fired_time: 10.7807760239, propagate_forward_time: 313.7840576172, propagate_backward_time: 497.3684387207, weight_update_time: 0.7154027820, other_time: 10.8515930176
epoch time: 67.8295059204s, input_fired_time: 1.4712778330, output_fired_time: 0.0000000000, propagate_forward_time: 64.3500900269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0081405640
validation[          , genome 25213] predictions:    9866/  10000 (98.66%), best:    9880/10000 (98.80%), error:       401.19254, best error:       354.21423 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 858.4313964844s, input_fired_time: 11.7081766129, output_fired_time: 10.9889745712, propagate_forward_time: 320.0442810059, propagate_backward_time: 504.7476196289, weight_update_time: 0.7229096293, other_time: 10.9423217773
epoch time: 67.2920837402s, input_fired_time: 1.4627736807, output_fired_time: 0.0000000000, propagate_forward_time: 63.8285102844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0007972717
validation[          , genome 25213] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       403.82651, best error:       354.21423 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 860.0514526367s, input_fired_time: 11.7116622925, output_fired_time: 10.9860630035, propagate_forward_time: 320.4577941895, propagate_backward_time: 505.9692382813, weight_update_time: 0.7224345803, other_time: 10.9266357422
epoch time: 67.7201232910s, input_fired_time: 1.4646803141, output_fired_time: 0.0000000000, propagate_forward_time: 64.2444381714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0110015869
validation[          , genome 25213] predictions:    9881/  10000 (98.81%), best:    9880/10000 (98.80%), error:       394.81503, best error:       354.21423 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 857.7857055664s, input_fired_time: 11.6978902817, output_fired_time: 10.9280471802, propagate_forward_time: 319.9429931641, propagate_backward_time: 504.2711181641, weight_update_time: 0.7240234613, other_time: 10.9456787109
epoch time: 67.3549499512s, input_fired_time: 1.4612907171, output_fired_time: 0.0000000000, propagate_forward_time: 63.9006385803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9930229187
validation[          , genome 25213] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       350.72665, best error:       350.72665 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 858.7613525391s, input_fired_time: 11.7004795074, output_fired_time: 10.9740324020, propagate_forward_time: 320.2039794922, propagate_backward_time: 504.9356079102, weight_update_time: 0.7248027921, other_time: 10.9472045898
epoch time: 67.3862228394s, input_fired_time: 1.4592833519, output_fired_time: 0.0000000000, propagate_forward_time: 63.9288940430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9980468750
validation[          , genome 25213] predictions:    9809/  10000 (98.09%), best:    9878/10000 (98.78%), error:       571.45343, best error:       350.72665 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 859.9255371094s, input_fired_time: 11.7292232513, output_fired_time: 10.9602518082, propagate_forward_time: 320.7761230469, propagate_backward_time: 505.5279541016, weight_update_time: 0.7212482691, other_time: 10.9319458008
epoch time: 67.8490905762s, input_fired_time: 1.4728726149, output_fired_time: 0.0000000000, propagate_forward_time: 64.3736419678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0025787354
validation[          , genome 25213] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       321.75894, best error:       321.75894 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 859.0917968750s, input_fired_time: 11.7163267136, output_fired_time: 10.9884738922, propagate_forward_time: 320.2471618652, propagate_backward_time: 505.2021179199, weight_update_time: 0.7226946950, other_time: 10.9377746582
epoch time: 67.5729370117s, input_fired_time: 1.4638593197, output_fired_time: 0.0000000000, propagate_forward_time: 64.1014251709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0076522827
validation[          , genome 25213] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       321.71198, best error:       321.71198 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 857.8074340820s, input_fired_time: 11.6967639923, output_fired_time: 10.9274320602, propagate_forward_time: 319.4257507324, propagate_backward_time: 504.8315734863, weight_update_time: 0.7227740288, other_time: 10.9258728027
epoch time: 67.6253662109s, input_fired_time: 1.4738224745, output_fired_time: 0.0000000000, propagate_forward_time: 64.1473159790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0042266846
validation[          , genome 25213] predictions:    9896/  10000 (98.96%), best:    9890/10000 (98.90%), error:       324.37216, best error:       321.71198 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 858.6610107422s, input_fired_time: 11.7257966995, output_fired_time: 10.9467859268, propagate_forward_time: 319.7531433105, propagate_backward_time: 505.2722778320, weight_update_time: 0.7254522443, other_time: 10.9630737305
epoch time: 67.2276840210s, input_fired_time: 1.4664497375, output_fired_time: 0.0000000000, propagate_forward_time: 63.7679748535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9932556152
validation[          , genome 25213] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       379.87958, best error:       321.71198 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 859.7680053711s, input_fired_time: 11.7397089005, output_fired_time: 10.9515829086, propagate_forward_time: 320.8524475098, propagate_backward_time: 505.2997436523, weight_update_time: 0.7208586335, other_time: 10.9244995117
epoch time: 67.6372985840s, input_fired_time: 1.4701123238, output_fired_time: 0.0000000000, propagate_forward_time: 64.1624298096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0047531128
validation[          , genome 25213] predictions:    9862/  10000 (98.62%), best:    9890/10000 (98.90%), error:       411.34692, best error:       321.71198 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 858.8930664063s, input_fired_time: 11.7264928818, output_fired_time: 10.9553661346, propagate_forward_time: 320.3765563965, propagate_backward_time: 504.9009399414, weight_update_time: 0.7228358388, other_time: 10.9336547852
epoch time: 67.8245544434s, input_fired_time: 1.4724044800, output_fired_time: 0.0000000000, propagate_forward_time: 64.3395919800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0125579834
validation[          , genome 25213] predictions:    9898/  10000 (98.98%), best:    9890/10000 (98.90%), error:       326.02567, best error:       321.71198 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 882.6212768555s, input_fired_time: 11.9890575409, output_fired_time: 11.2608003616, propagate_forward_time: 329.7705993652, propagate_backward_time: 518.5222167969, weight_update_time: 0.7302372456, other_time: 11.0786132813
epoch time: 72.9068145752s, input_fired_time: 1.5361024141, output_fired_time: 0.0000000000, propagate_forward_time: 69.2825927734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0881195068
validation[          , genome 25213] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       336.53735, best error:       321.71198 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 910.4531860352s, input_fired_time: 12.3549776077, output_fired_time: 11.4774837494, propagate_forward_time: 339.7239074707, propagate_backward_time: 535.5101928711, weight_update_time: 0.7780408263, other_time: 11.3866577148
epoch time: 70.2326965332s, input_fired_time: 1.6347194910, output_fired_time: 0.0000000000, propagate_forward_time: 66.5839462280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0140304565
validation[          , genome 25213] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       349.26321, best error:       321.71198 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 911.9471435547s, input_fired_time: 12.4124956131, output_fired_time: 11.5733041763, propagate_forward_time: 341.3055114746, propagate_backward_time: 535.3393554688, weight_update_time: 0.7311604619, other_time: 11.3165283203
epoch time: 74.4876708984s, input_fired_time: 1.5694944859, output_fired_time: 0.0000000000, propagate_forward_time: 70.7298507690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1883239746
validation[          , genome 25213] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       353.21204, best error:       321.71198 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 903.9838867188s, input_fired_time: 12.3929624557, output_fired_time: 11.4587421417, propagate_forward_time: 337.8656616211, propagate_backward_time: 530.9242553711, weight_update_time: 0.8090276122, other_time: 11.3422851563
epoch time: 71.8562011719s, input_fired_time: 1.5587918758, output_fired_time: 0.0000000000, propagate_forward_time: 68.1162185669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1811904907
validation[          , genome 25213] predictions:    9895/  10000 (98.95%), best:    9890/10000 (98.90%), error:       325.88330, best error:       321.71198 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 946.1015625000s, input_fired_time: 12.8748512268, output_fired_time: 12.0219192505, propagate_forward_time: 353.9355468750, propagate_backward_time: 555.5442504883, weight_update_time: 0.7713068724, other_time: 11.7249755859
epoch time: 72.2999572754s, input_fired_time: 1.5862078667, output_fired_time: 0.0000000000, propagate_forward_time: 68.5331497192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1806030273
validation[          , genome 25213] predictions:    9895/  10000 (98.95%), best:    9890/10000 (98.90%), error:       322.92300, best error:       321.71198 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 921.6779174805s, input_fired_time: 12.4980049133, output_fired_time: 11.7659339905, propagate_forward_time: 344.4726257324, propagate_backward_time: 541.3162231445, weight_update_time: 0.7485798597, other_time: 11.6251831055
epoch time: 84.8429489136s, input_fired_time: 2.0205888748, output_fired_time: 0.0000000000, propagate_forward_time: 80.1657562256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6566009521
validation[          , genome 25213] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       395.04352, best error:       321.71198 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 923.1709594727s, input_fired_time: 12.4554204941, output_fired_time: 11.9028043747, propagate_forward_time: 345.2225952148, propagate_backward_time: 542.1276245117, weight_update_time: 0.7475310564, other_time: 11.4624633789
epoch time: 68.0495452881s, input_fired_time: 1.4830156565, output_fired_time: 0.0000000000, propagate_forward_time: 64.5634231567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0031051636
validation[          , genome 25213] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       310.66092, best error:       310.66092 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 858.1752319336s, input_fired_time: 11.7344217300, output_fired_time: 10.9680681229, propagate_forward_time: 319.7930297852, propagate_backward_time: 504.7318115234, weight_update_time: 0.7232448459, other_time: 10.9478759766
epoch time: 67.5454788208s, input_fired_time: 1.4753499031, output_fired_time: 0.0000000000, propagate_forward_time: 64.0711822510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9989471436
validation[          , genome 25213] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       323.67374, best error:       310.66092 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 848.9295043945s, input_fired_time: 11.6539249420, output_fired_time: 10.8434801102, propagate_forward_time: 316.0272521973, propagate_backward_time: 499.4994506836, weight_update_time: 0.7192702293, other_time: 10.9053649902
epoch time: 66.2498550415s, input_fired_time: 1.4485906363, output_fired_time: 0.0000000000, propagate_forward_time: 62.8021392822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9991226196
validation[          , genome 25213] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       313.07935, best error:       310.66092 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 868.2601928711s, input_fired_time: 11.8289070129, output_fired_time: 11.0621461868, propagate_forward_time: 323.9647521973, propagate_backward_time: 510.4136352539, weight_update_time: 0.7267867923, other_time: 10.9907836914
epoch time: 68.7912750244s, input_fired_time: 1.4922523499, output_fired_time: 0.0000000000, propagate_forward_time: 65.2867050171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0123214722
validation[          , genome 25213] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       275.71060, best error:       275.71060 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 867.3132934570s, input_fired_time: 11.8258132935, output_fired_time: 11.0402479172, propagate_forward_time: 323.4208068848, propagate_backward_time: 510.0363769531, weight_update_time: 0.7260664701, other_time: 10.9901123047
epoch time: 67.5751953125s, input_fired_time: 1.4758586884, output_fired_time: 0.0000000000, propagate_forward_time: 64.1086502075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9906845093
validation[          , genome 25213] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       289.32822, best error:       275.71060 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 858.5927734375s, input_fired_time: 11.7753658295, output_fired_time: 10.9427614212, propagate_forward_time: 320.2528991699, propagate_backward_time: 504.6648559570, weight_update_time: 0.7246484160, other_time: 10.9568481445
epoch time: 67.2612457275s, input_fired_time: 1.4739183187, output_fired_time: 0.0000000000, propagate_forward_time: 63.7776794434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0096511841
validation[          , genome 25213] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       297.79434, best error:       275.71060 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 859.8270874023s, input_fired_time: 11.7833862305, output_fired_time: 10.9563798904, propagate_forward_time: 320.0082397461, propagate_backward_time: 506.1167602539, weight_update_time: 0.7224667668, other_time: 10.9623413086
epoch time: 67.5016098022s, input_fired_time: 1.4801931381, output_fired_time: 0.0000000000, propagate_forward_time: 64.0333404541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9880752563
validation[          , genome 25213] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       276.92426, best error:       275.71060 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 857.6401367188s, input_fired_time: 11.7479696274, output_fired_time: 10.8887186050, propagate_forward_time: 319.6458129883, propagate_backward_time: 504.4270935059, weight_update_time: 0.7368361354, other_time: 10.9305114746
epoch time: 74.8950500488s, input_fired_time: 1.6623731852, output_fired_time: 0.0000000000, propagate_forward_time: 71.0860748291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1465988159
validation[          , genome 25213] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       285.15677, best error:       275.71060 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 891.9719848633s, input_fired_time: 12.2111845016, output_fired_time: 11.3991928101, propagate_forward_time: 333.5669555664, propagate_backward_time: 523.7248535156, weight_update_time: 0.7312348485, other_time: 11.0698242188
epoch time: 69.0011444092s, input_fired_time: 1.5102956295, output_fired_time: 0.0000000000, propagate_forward_time: 65.4771423340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0137100220
validation[          , genome 25213] predictions:    9883/  10000 (98.83%), best:    9910/10000 (99.10%), error:       352.24680, best error:       275.71060 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 879.1129150391s, input_fired_time: 11.9446449280, output_fired_time: 11.1728372574, propagate_forward_time: 328.6080627441, propagate_backward_time: 516.3252563477, weight_update_time: 0.7291046977, other_time: 11.0620727539
epoch time: 69.5758972168s, input_fired_time: 1.5047501326, output_fired_time: 0.0000000000, propagate_forward_time: 66.0590438843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0121002197
validation[          , genome 25213] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       298.77313, best error:       275.71060 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 883.9171752930s, input_fired_time: 12.0091209412, output_fired_time: 11.4412879944, propagate_forward_time: 330.1812744141, propagate_backward_time: 519.1229858398, weight_update_time: 0.7456619740, other_time: 11.1625366211
epoch time: 68.8896942139s, input_fired_time: 1.5018827915, output_fired_time: 0.0000000000, propagate_forward_time: 65.3761215210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0116882324
validation[          , genome 25213] predictions:    9899/  10000 (98.99%), best:    9910/10000 (99.10%), error:       303.16357, best error:       275.71060 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 906.7960205078s, input_fired_time: 12.2337017059, output_fired_time: 11.5219888687, propagate_forward_time: 338.5450439453, propagate_backward_time: 532.7665405273, weight_update_time: 0.7364467382, other_time: 11.7287597656
epoch time: 74.8652572632s, input_fired_time: 1.6161711216, output_fired_time: 0.0000000000, propagate_forward_time: 71.0211715698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2279129028
validation[          , genome 25213] predictions:    9909/  10000 (99.09%), best:    9910/10000 (99.10%), error:       283.42776, best error:       275.71060 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 984.3276367188s, input_fired_time: 13.4086027145, output_fired_time: 12.4251422882, propagate_forward_time: 368.2320861816, propagate_backward_time: 577.3316650391, weight_update_time: 0.8405058980, other_time: 12.9300537109
epoch time: 79.4250793457s, input_fired_time: 1.7181867361, output_fired_time: 0.0000000000, propagate_forward_time: 75.4166488647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2902450562
validation[          , genome 25213] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       284.73221, best error:       275.71060 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 960.7753906250s, input_fired_time: 13.0827922821, output_fired_time: 12.2188997269, propagate_forward_time: 359.0361022949, propagate_backward_time: 564.5357055664, weight_update_time: 0.7781211138, other_time: 11.9019165039
epoch time: 72.5487442017s, input_fired_time: 1.5787999630, output_fired_time: 0.0000000000, propagate_forward_time: 68.9143142700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0556335449
validation[          , genome 25213] predictions:    9905/  10000 (99.05%), best:    9910/10000 (99.10%), error:       299.57880, best error:       275.71060 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 988.2739257813s, input_fired_time: 13.4970970154, output_fired_time: 13.0231151581, propagate_forward_time: 369.1388854980, propagate_backward_time: 579.9788208008, weight_update_time: 0.9063564539, other_time: 12.6360473633
epoch time: 74.1062774658s, input_fired_time: 1.7801319361, output_fired_time: 0.0000000000, propagate_forward_time: 70.0582275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2679214478
validation[          , genome 25213] predictions:    9894/  10000 (98.94%), best:    9910/10000 (99.10%), error:       325.86322, best error:       275.71060 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 924.3582153320s, input_fired_time: 12.5025653839, output_fired_time: 11.8885545731, propagate_forward_time: 345.3016357422, propagate_backward_time: 543.0150756836, weight_update_time: 0.7657646537, other_time: 11.6503906250
epoch time: 74.9977264404s, input_fired_time: 1.6788579226, output_fired_time: 0.0000000000, propagate_forward_time: 71.1180038452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2008666992
validation[          , genome 25213] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       292.69455, best error:       275.71060 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 908.4505004883s, input_fired_time: 12.5653991699, output_fired_time: 11.6159029007, propagate_forward_time: 339.4943237305, propagate_backward_time: 533.2247314453, weight_update_time: 0.7311574817, other_time: 11.5501708984
epoch time: 71.9839096069s, input_fired_time: 1.5647046566, output_fired_time: 0.0000000000, propagate_forward_time: 68.3142852783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1049194336
validation[          , genome 25213] predictions:    9898/  10000 (98.98%), best:    9910/10000 (99.10%), error:       293.64957, best error:       275.71060 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 893.7284545898s, input_fired_time: 12.1863603592, output_fired_time: 11.3464994431, propagate_forward_time: 334.0007629395, propagate_backward_time: 524.9794921875, weight_update_time: 0.7294285297, other_time: 11.2153320313
epoch time: 67.7714538574s, input_fired_time: 1.4850959778, output_fired_time: 0.0000000000, propagate_forward_time: 64.2752304077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0111312866
validation[          , genome 25213] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       275.58325, best error:       275.58325 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 888.7102050781s, input_fired_time: 12.1473770142, output_fired_time: 11.2865056992, propagate_forward_time: 332.0580749512, propagate_backward_time: 521.9360351563, weight_update_time: 0.7249526978, other_time: 11.2822265625
epoch time: 75.8750076294s, input_fired_time: 1.7515274286, output_fired_time: 0.0000000000, propagate_forward_time: 71.8162689209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3072128296
validation[          , genome 25213] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       282.43536, best error:       275.58325 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 919.8654174805s, input_fired_time: 12.8774528503, output_fired_time: 11.8070411682, propagate_forward_time: 344.0084533691, propagate_backward_time: 539.5527954102, weight_update_time: 0.7302680016, other_time: 11.6196899414
epoch time: 75.3583831787s, input_fired_time: 1.7342067957, output_fired_time: 0.0000000000, propagate_forward_time: 71.4585418701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1656341553
validation[          , genome 25213] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       298.58127, best error:       275.58325 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1072.3557128906s, input_fired_time: 14.5834407806, output_fired_time: 13.7192554474, propagate_forward_time: 400.8746948242, propagate_backward_time: 629.4095458984, weight_update_time: 0.9817485809, other_time: 13.7687377930
epoch time: 75.3926391602s, input_fired_time: 1.6294974089, output_fired_time: 0.0000000000, propagate_forward_time: 71.5620880127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2010574341
validation[          , genome 25213] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       285.86893, best error:       275.58325 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1056.1364746094s, input_fired_time: 14.4053306580, output_fired_time: 13.2750444412, propagate_forward_time: 395.9143676758, propagate_backward_time: 618.8716430664, weight_update_time: 0.8247869611, other_time: 13.6701660156
epoch time: 83.1355972290s, input_fired_time: 1.8367981911, output_fired_time: 0.0000000000, propagate_forward_time: 78.8234863281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4753112793
validation[          , genome 25213] predictions:    9900/  10000 (99.00%), best:    9914/10000 (99.14%), error:       286.59567, best error:       275.58325 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 963.7127685547s, input_fired_time: 13.3513965607, output_fired_time: 12.0944128036, propagate_forward_time: 360.4562072754, propagate_backward_time: 565.8160400391, weight_update_time: 0.8065686822, other_time: 11.9947509766
epoch time: 71.4621429443s, input_fired_time: 1.6128909588, output_fired_time: 0.0000000000, propagate_forward_time: 67.7589721680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0902786255
validation[          , genome 25213] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       298.01678, best error:       275.58325 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 874.1038818359s, input_fired_time: 12.0234518051, output_fired_time: 11.0546121597, propagate_forward_time: 326.5682678223, propagate_backward_time: 513.3447265625, weight_update_time: 0.7537230849, other_time: 11.1127929688
epoch time: 67.4433212280s, input_fired_time: 1.4862236977, output_fired_time: 0.0000000000, propagate_forward_time: 63.9598808289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9972190857
validation[          , genome 25213] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       281.05939, best error:       275.58325 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 818.3659667969s, input_fired_time: 11.4548835754, output_fired_time: 10.4735326767, propagate_forward_time: 303.1419372559, propagate_backward_time: 482.6314086914, weight_update_time: 0.7002260685, other_time: 10.6642150879
epoch time: 64.8533325195s, input_fired_time: 1.4436124563, output_fired_time: 0.0000000000, propagate_forward_time: 61.4530029297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9567184448
validation[          , genome 25213] predictions:    9915/  10000 (99.15%), best:    9914/10000 (99.14%), error:       276.61282, best error:       275.58325 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 842.9894409180s, input_fired_time: 11.6909160614, output_fired_time: 10.7256565094, propagate_forward_time: 313.7239685059, propagate_backward_time: 496.0219421387, weight_update_time: 0.7130929232, other_time: 10.8269653320
epoch time: 67.0581893921s, input_fired_time: 1.4798901081, output_fired_time: 0.0000000000, propagate_forward_time: 63.5882797241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9900207520
validation[          , genome 25213] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       265.87646, best error:       265.87646 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 866.0886230469s, input_fired_time: 11.8995208740, output_fired_time: 10.9789514542, propagate_forward_time: 323.5655822754, propagate_backward_time: 508.6347961426, weight_update_time: 0.7423098087, other_time: 11.0097351074
epoch time: 67.8559417725s, input_fired_time: 1.4916418791, output_fired_time: 0.0000000000, propagate_forward_time: 64.3582839966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0060195923
validation[          , genome 25213] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       272.99915, best error:       265.87646 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 848.0046997070s, input_fired_time: 11.7360239029, output_fired_time: 10.7897624969, propagate_forward_time: 316.0322570801, propagate_backward_time: 498.5825195313, weight_update_time: 0.7158189416, other_time: 10.8641662598
epoch time: 64.8101730347s, input_fired_time: 1.4388471842, output_fired_time: 0.0000000000, propagate_forward_time: 61.4231452942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9481811523
validation[          , genome 25213] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       286.35101, best error:       265.87646 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 825.1482543945s, input_fired_time: 11.5394926071, output_fired_time: 10.5549325943, propagate_forward_time: 306.2845458984, propagate_backward_time: 486.0780944824, weight_update_time: 0.7014340162, other_time: 10.6911926270
epoch time: 61.7336807251s, input_fired_time: 1.3914799690, output_fired_time: 0.0000000000, propagate_forward_time: 58.4301681519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9120330811
validation[          , genome 25213] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       269.51843, best error:       265.87646 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 771.6330566406s, input_fired_time: 11.0839643478, output_fired_time: 9.8874015808, propagate_forward_time: 285.5765075684, propagate_backward_time: 454.6918029785, weight_update_time: 0.6754742861, other_time: 10.3933715820
epoch time: 61.1261024475s, input_fired_time: 1.3808577061, output_fired_time: 0.0000000000, propagate_forward_time: 57.8356208801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9096221924
validation[          , genome 25213] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       276.42203, best error:       265.87646 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 789.4172973633s, input_fired_time: 11.2077608109, output_fired_time: 10.1131496429, propagate_forward_time: 291.0871276855, propagate_backward_time: 466.6007385254, weight_update_time: 0.6789086461, other_time: 10.4085083008
epoch time: 59.8456611633s, input_fired_time: 1.3625828028, output_fired_time: 0.0000000000, propagate_forward_time: 56.6152610779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8678169250
validation[          , genome 25213] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       276.76599, best error:       265.87646 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 782.1571655273s, input_fired_time: 11.1832389832, output_fired_time: 10.0425539017, propagate_forward_time: 289.7424316406, propagate_backward_time: 460.7927856445, weight_update_time: 0.6740273237, other_time: 10.3961791992
epoch time: 60.8322715759s, input_fired_time: 1.3694604635, output_fired_time: 0.0000000000, propagate_forward_time: 57.5629234314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8998870850
validation[          , genome 25213] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       270.49005, best error:       265.87646 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 884.4534912109s, input_fired_time: 12.1285314560, output_fired_time: 11.0902776718, propagate_forward_time: 329.7360229492, propagate_backward_time: 520.1961059570, weight_update_time: 0.7176812291, other_time: 11.3025512695
epoch time: 82.4710540771s, input_fired_time: 1.8113713264, output_fired_time: 0.0000000000, propagate_forward_time: 78.3544540405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3052291870
validation[          , genome 25213] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       275.69629, best error:       265.87646 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 996.2065429688s, input_fired_time: 13.6375379562, output_fired_time: 12.7438297272, propagate_forward_time: 372.7850952148, propagate_backward_time: 584.2223510742, weight_update_time: 0.8818039894, other_time: 12.8177490234
epoch time: 103.7358322144s, input_fired_time: 2.5945270061, output_fired_time: 0.0000000000, propagate_forward_time: 98.2758178711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8654861450
validation[          , genome 25213] predictions:    9917/  10000 (99.17%), best:    9913/10000 (99.13%), error:       271.32410, best error:       265.87646 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1019.0772094727s, input_fired_time: 14.2397527695, output_fired_time: 13.1190872192, propagate_forward_time: 380.9390869141, propagate_backward_time: 597.9620971680, weight_update_time: 0.9476159811, other_time: 12.8171997070
epoch time: 75.3959274292s, input_fired_time: 1.6205897331, output_fired_time: 0.0000000000, propagate_forward_time: 71.6205749512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1547622681
validation[          , genome 25213] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       269.74615, best error:       265.87646 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 949.2513427734s, input_fired_time: 12.9096899033, output_fired_time: 12.1668872833, propagate_forward_time: 354.9620361328, propagate_backward_time: 557.1316528320, weight_update_time: 0.8224324584, other_time: 12.0811157227
epoch time: 73.9914093018s, input_fired_time: 1.7423908710, output_fired_time: 0.0000000000, propagate_forward_time: 70.0527038574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1963119507
validation[          , genome 25213] predictions:    9904/  10000 (99.04%), best:    9913/10000 (99.13%), error:       301.96698, best error:       265.87646 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 910.0874633789s, input_fired_time: 12.4341506958, output_fired_time: 11.5697708130, propagate_forward_time: 340.0384521484, propagate_backward_time: 534.6098632813, weight_update_time: 0.7441843748, other_time: 11.4352416992
epoch time: 70.0775375366s, input_fired_time: 1.5342056751, output_fired_time: 0.0000000000, propagate_forward_time: 66.4716033936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0717315674
validation[          , genome 25213] predictions:    9914/  10000 (99.14%), best:    9913/10000 (99.13%), error:       267.16586, best error:       265.87646 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 943.1672363281s, input_fired_time: 13.1397447586, output_fired_time: 12.1663618088, propagate_forward_time: 352.5160827637, propagate_backward_time: 553.3153076172, weight_update_time: 0.7301520705, other_time: 12.0296630859
epoch time: 85.2406921387s, input_fired_time: 1.7626136541, output_fired_time: 0.0000000000, propagate_forward_time: 80.7344970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7435836792
validation[          , genome 25213] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       281.15421, best error:       265.87646 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1195.2957763672s, input_fired_time: 16.3436527252, output_fired_time: 14.7156438828, propagate_forward_time: 446.7429504395, propagate_backward_time: 702.2442626953, weight_update_time: 0.8535963893, other_time: 15.2492675781
epoch time: 90.1199417114s, input_fired_time: 1.9462479353, output_fired_time: 0.0000000000, propagate_forward_time: 85.4019393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7717514038
validation[          , genome 25213] predictions:    9908/  10000 (99.08%), best:    9913/10000 (99.13%), error:       274.42130, best error:       265.87646 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1167.8248291016s, input_fired_time: 16.1456260681, output_fired_time: 15.1338424683, propagate_forward_time: 437.4866943359, propagate_backward_time: 684.5157470703, weight_update_time: 1.0247436762, other_time: 14.5429687500
epoch time: 132.4473114014s, input_fired_time: 3.2203967571, output_fired_time: 0.0000000000, propagate_forward_time: 125.2006454468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0262680054
validation[          , genome 25213] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       264.99380, best error:       264.99380 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1717.2727050781s, input_fired_time: 23.4192295074, output_fired_time: 21.4498023987, propagate_forward_time: 641.9561767578, propagate_backward_time: 1009.0778198242, weight_update_time: 1.5604789257, other_time: 21.3696899414
epoch time: 107.7655944824s, input_fired_time: 2.3620457649, output_fired_time: 0.0000000000, propagate_forward_time: 101.9693832397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4341659546
validation[          , genome 25213] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       269.59937, best error:       264.99380 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1362.8234863281s, input_fired_time: 18.6244125366, output_fired_time: 16.9196815491, propagate_forward_time: 509.8355407715, propagate_backward_time: 800.3231811523, weight_update_time: 1.1481282711, other_time: 17.1206665039
epoch time: 107.6497192383s, input_fired_time: 2.1445202827, output_fired_time: 0.0000000000, propagate_forward_time: 102.2564620972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2487335205
validation[          , genome 25213] predictions:    9908/  10000 (99.08%), best:    9907/10000 (99.07%), error:       285.40109, best error:       264.99380 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1076.9892578125s, input_fired_time: 14.8301200867, output_fired_time: 13.8831405640, propagate_forward_time: 402.6194152832, propagate_backward_time: 632.3744506836, weight_update_time: 0.8401653171, other_time: 13.2821655273
epoch time: 87.0194625854s, input_fired_time: 1.9016273022, output_fired_time: 0.0000000000, propagate_forward_time: 82.4765625000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6412734985
validation[          , genome 25213] predictions:    9914/  10000 (99.14%), best:    9907/10000 (99.07%), error:       270.06000, best error:       264.99380 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 953.0486450195s, input_fired_time: 12.9895420074, output_fired_time: 12.0003862381, propagate_forward_time: 356.2695312500, propagate_backward_time: 559.5330810547, weight_update_time: 0.7610943317, other_time: 12.2561035156
epoch time: 82.4828109741s, input_fired_time: 1.9457995892, output_fired_time: 0.0000000000, propagate_forward_time: 78.2143402100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3226699829
validation[          , genome 25213] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       263.75082, best error:       263.75082 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 982.8728027344s, input_fired_time: 13.2796068192, output_fired_time: 12.3328199387, propagate_forward_time: 367.5016479492, propagate_backward_time: 577.1287841797, weight_update_time: 0.8106839061, other_time: 12.6299438477
epoch time: 70.5653915405s, input_fired_time: 1.5531824827, output_fired_time: 0.0000000000, propagate_forward_time: 66.9054489136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1067581177
validation[          , genome 25213] predictions:    9915/  10000 (99.15%), best:    9917/10000 (99.17%), error:       272.00751, best error:       263.75082 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 983.0652465820s, input_fired_time: 13.2993488312, output_fired_time: 12.5413618088, propagate_forward_time: 367.6626281738, propagate_backward_time: 576.7091674805, weight_update_time: 0.7796616554, other_time: 12.8527221680
epoch time: 80.6464691162s, input_fired_time: 1.7501572371, output_fired_time: 0.0000000000, propagate_forward_time: 76.4010162354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4952926636
validation[          , genome 25213] predictions:    9910/  10000 (99.10%), best:    9917/10000 (99.17%), error:       271.05551, best error:       263.75082 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1057.9782714844s, input_fired_time: 14.5046644211, output_fired_time: 13.4600954056, propagate_forward_time: 395.3560791016, propagate_backward_time: 621.3759765625, weight_update_time: 0.7975805998, other_time: 13.2814941406
epoch time: 87.9480895996s, input_fired_time: 1.8951091766, output_fired_time: 0.0000000000, propagate_forward_time: 83.5264434814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5265350342
validation[          , genome 25213] predictions:    9912/  10000 (99.12%), best:    9917/10000 (99.17%), error:       282.35159, best error:       263.75082 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1096.1202392578s, input_fired_time: 14.9841222763, output_fired_time: 14.0368833542, propagate_forward_time: 410.3288574219, propagate_backward_time: 642.8348999023, weight_update_time: 0.8842965364, other_time: 13.9354858398
epoch time: 85.9540634155s, input_fired_time: 1.8308213949, output_fired_time: 0.0000000000, propagate_forward_time: 81.3439559937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7792892456
validation[          , genome 25213] predictions:    9903/  10000 (99.03%), best:    9917/10000 (99.17%), error:       280.94574, best error:       263.75082 on epoch:    96, 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: 437.2158813477s, input_fired_time: 9.2460603714, output_fired_time: 0.0000000000, propagate_forward_time: 414.9897766113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.9800415039
best training[          , genome 25213] predictions:   50000/  50000 (100.00%), best:    9917/10000 (99.17%), error:        95.16248, best error:       263.75082 on epoch:    96, 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: 85.9004745483s, input_fired_time: 1.7937862873, output_fired_time: 0.0000000000, propagate_forward_time: 81.7081527710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3985366821
   testing[          , genome 25213] predictions:    9923/  10000 (99.23%), best:    9917/10000 (99.17%), error:       242.91743, best error:       263.75082 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:40:46 (16876): called boinc_finish(0)

</stderr_txt>
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