Nameexact_genome_1512568488_41_5842_1
Workunit2600514
Created7 Dec 2017, 16:45:29 UTC
Sent7 Dec 2017, 16:49:09 UTC
Report deadline13 Dec 2017, 18:44:18 UTC
Received9 Dec 2017, 2:03:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 3 min 48 sec
CPU time3 hours 3 min 24 sec
Validate stateValid
Credit1,519.99
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.09 MB
Peak swap size156.74 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
e_forward_time: 7.6838717461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712872505
validation[          , genome  5842] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1264.01367, best error:      1264.01367 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 99.9947052002s, input_fired_time: 0.9946034551, output_fired_time: 0.8929944038, propagate_forward_time: 37.7869453430, propagate_backward_time: 57.6220207214, weight_update_time: 0.1301842183, other_time: 2.6981353760
epoch time: 7.9037117958s, input_fired_time: 0.1228728741, output_fired_time: 0.0000000000, propagate_forward_time: 7.3060398102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747991562
validation[          , genome  5842] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1215.28760, best error:      1215.28760 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 100.2869644165s, input_fired_time: 0.9941065311, output_fired_time: 0.8951683044, propagate_forward_time: 37.8517150879, propagate_backward_time: 57.8748703003, weight_update_time: 0.1296977997, other_time: 2.6711044312
epoch time: 8.0101594925s, input_fired_time: 0.1268060356, output_fired_time: 0.0000000000, propagate_forward_time: 7.4103202820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730329514
validation[          , genome  5842] predictions:    9539/  10000 (95.39%), best:    9666/10000 (96.66%), error:      1522.76611, best error:      1215.28760 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 100.4818191528s, input_fired_time: 1.0009171963, output_fired_time: 0.8957780004, propagate_forward_time: 37.9739608765, propagate_backward_time: 57.8999176025, weight_update_time: 0.1309650540, other_time: 2.7112503052
epoch time: 8.1323633194s, input_fired_time: 0.1259018630, output_fired_time: 0.0000000000, propagate_forward_time: 7.5242171288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822440147
validation[          , genome  5842] predictions:    9658/  10000 (96.58%), best:    9666/10000 (96.66%), error:      1252.01782, best error:      1215.28760 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 100.2855072021s, input_fired_time: 0.9943988919, output_fired_time: 0.8893412352, propagate_forward_time: 37.8887672424, propagate_backward_time: 57.8279113770, weight_update_time: 0.1299312562, other_time: 2.6850852966
epoch time: 8.1849374771s, input_fired_time: 0.1270518154, output_fired_time: 0.0000000000, propagate_forward_time: 7.5868287086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710574150
validation[          , genome  5842] predictions:    9626/  10000 (96.26%), best:    9666/10000 (96.66%), error:      1223.43347, best error:      1215.28760 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 100.1473846436s, input_fired_time: 0.9992870092, output_fired_time: 0.8967187405, propagate_forward_time: 37.8956413269, propagate_backward_time: 57.6535377502, weight_update_time: 0.1307090670, other_time: 2.7021942139
epoch time: 8.2187938690s, input_fired_time: 0.1283620000, output_fired_time: 0.0000000000, propagate_forward_time: 7.6117973328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786348343
validation[          , genome  5842] predictions:    9650/  10000 (96.50%), best:    9666/10000 (96.66%), error:      1245.21753, best error:      1215.28760 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 100.6788330078s, input_fired_time: 0.9994625449, output_fired_time: 0.9000032544, propagate_forward_time: 38.0833778381, propagate_backward_time: 57.9860038757, weight_update_time: 0.1304361224, other_time: 2.7099838257
epoch time: 8.1047010422s, input_fired_time: 0.1253437698, output_fired_time: 0.0000000000, propagate_forward_time: 7.5039854050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753718376
validation[          , genome  5842] predictions:    9569/  10000 (95.69%), best:    9666/10000 (96.66%), error:      1475.47986, best error:      1215.28760 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 100.5473098755s, input_fired_time: 0.9994000196, output_fired_time: 0.8938673735, propagate_forward_time: 38.0075378418, propagate_backward_time: 57.9520797729, weight_update_time: 0.1306695938, other_time: 2.6944274902
epoch time: 8.2637128830s, input_fired_time: 0.1270471960, output_fired_time: 0.0000000000, propagate_forward_time: 7.6614685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751968384
validation[          , genome  5842] predictions:    9643/  10000 (96.43%), best:    9666/10000 (96.66%), error:      1232.70630, best error:      1215.28760 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 99.9090957642s, input_fired_time: 0.9991075397, output_fired_time: 0.8914240599, propagate_forward_time: 37.8252792358, propagate_backward_time: 57.5025825500, weight_update_time: 0.1296471357, other_time: 2.6907005310
epoch time: 8.2046031952s, input_fired_time: 0.1274306625, output_fired_time: 0.0000000000, propagate_forward_time: 7.5971531868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800190926
validation[          , genome  5842] predictions:    9646/  10000 (96.46%), best:    9666/10000 (96.66%), error:      1215.89771, best error:      1215.28760 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 99.7183914185s, input_fired_time: 0.9996276498, output_fired_time: 0.8899578452, propagate_forward_time: 37.6305122375, propagate_backward_time: 57.4855384827, weight_update_time: 0.1306214333, other_time: 2.7127532959
epoch time: 8.2467193604s, input_fired_time: 0.1287532002, output_fired_time: 0.0000000000, propagate_forward_time: 7.6362791061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816865921
validation[          , genome  5842] predictions:    9620/  10000 (96.20%), best:    9666/10000 (96.66%), error:      1294.69861, best error:      1215.28760 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 100.2658386230s, input_fired_time: 0.9985613823, output_fired_time: 0.8926361203, propagate_forward_time: 37.9025535583, propagate_backward_time: 57.7840461731, weight_update_time: 0.1308513731, other_time: 2.6880416870
epoch time: 8.2145938873s, input_fired_time: 0.1290608943, output_fired_time: 0.0000000000, propagate_forward_time: 7.6031928062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823403358
validation[          , genome  5842] predictions:    9640/  10000 (96.40%), best:    9666/10000 (96.66%), error:      1244.95007, best error:      1215.28760 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 100.1343154907s, input_fired_time: 1.0022221804, output_fired_time: 0.8947944641, propagate_forward_time: 37.9389343262, propagate_backward_time: 57.6044998169, weight_update_time: 0.1299220026, other_time: 2.6938705444
epoch time: 8.2183866501s, input_fired_time: 0.1285350621, output_fired_time: 0.0000000000, propagate_forward_time: 7.6086058617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812455177
validation[          , genome  5842] predictions:    9596/  10000 (95.96%), best:    9666/10000 (96.66%), error:      1297.23706, best error:      1215.28760 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 100.7140960693s, input_fired_time: 1.0087652206, output_fired_time: 0.8976640105, propagate_forward_time: 38.0901260376, propagate_backward_time: 58.0024833679, weight_update_time: 0.1313080937, other_time: 2.7150535583
epoch time: 8.2221212387s, input_fired_time: 0.1245772913, output_fired_time: 0.0000000000, propagate_forward_time: 7.6333107948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642329216
validation[          , genome  5842] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1183.01086, best error:      1183.01086 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.6233215332s, input_fired_time: 0.9992390871, output_fired_time: 0.8939307928, propagate_forward_time: 37.6792144775, propagate_backward_time: 57.3579559326, weight_update_time: 0.1295298934, other_time: 2.6929855347
epoch time: 8.1916131973s, input_fired_time: 0.1255982518, output_fired_time: 0.0000000000, propagate_forward_time: 7.5969462395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690690041
validation[          , genome  5842] predictions:    9613/  10000 (96.13%), best:    9655/10000 (96.55%), error:      1356.81677, best error:      1183.01086 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.2985229492s, input_fired_time: 0.9980263710, output_fired_time: 0.8958386183, propagate_forward_time: 37.9288749695, propagate_backward_time: 57.8070259094, weight_update_time: 0.1295262575, other_time: 2.6687622070
epoch time: 8.2156438828s, input_fired_time: 0.1282560527, output_fired_time: 0.0000000000, propagate_forward_time: 7.6095061302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778819084
validation[          , genome  5842] predictions:    9633/  10000 (96.33%), best:    9655/10000 (96.55%), error:      1203.24756, best error:      1183.01086 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 100.3698425293s, input_fired_time: 1.0054504871, output_fired_time: 0.8942396045, propagate_forward_time: 37.8560562134, propagate_backward_time: 57.8821907043, weight_update_time: 0.1316654533, other_time: 2.7319068909
epoch time: 8.2342338562s, input_fired_time: 0.1276493073, output_fired_time: 0.0000000000, propagate_forward_time: 7.6331496239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734349251
validation[          , genome  5842] predictions:    9647/  10000 (96.47%), best:    9655/10000 (96.55%), error:      1188.45044, best error:      1183.01086 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.3349838257s, input_fired_time: 1.0009375811, output_fired_time: 0.8863574266, propagate_forward_time: 37.5165519714, propagate_backward_time: 57.2241859436, weight_update_time: 0.1307310313, other_time: 2.7069473267
epoch time: 8.1711645126s, input_fired_time: 0.1274363250, output_fired_time: 0.0000000000, propagate_forward_time: 7.5723710060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713568687
validation[          , genome  5842] predictions:    9590/  10000 (95.90%), best:    9655/10000 (96.55%), error:      1403.75037, best error:      1183.01086 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 100.1196594238s, input_fired_time: 1.0027604103, output_fired_time: 0.8929744959, propagate_forward_time: 37.8304519653, propagate_backward_time: 57.6992797852, weight_update_time: 0.1305308640, other_time: 2.6941909790
epoch time: 8.1123819351s, input_fired_time: 0.1253376156, output_fired_time: 0.0000000000, propagate_forward_time: 7.5190162659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680280685
validation[          , genome  5842] predictions:    9627/  10000 (96.27%), best:    9655/10000 (96.55%), error:      1211.57874, best error:      1183.01086 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 99.8786239624s, input_fired_time: 1.0031713247, output_fired_time: 0.8907898664, propagate_forward_time: 37.7174682617, propagate_backward_time: 57.5779418945, weight_update_time: 0.1307023913, other_time: 2.6892471313
epoch time: 8.1969079971s, input_fired_time: 0.1284961402, output_fired_time: 0.0000000000, propagate_forward_time: 7.5894064903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790053368
validation[          , genome  5842] predictions:    9644/  10000 (96.44%), best:    9655/10000 (96.55%), error:      1204.63892, best error:      1183.01086 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 100.2425613403s, input_fired_time: 1.0096925497, output_fired_time: 0.8930844665, propagate_forward_time: 37.9092140198, propagate_backward_time: 57.6968612671, weight_update_time: 0.1310623288, other_time: 2.7337150574
epoch time: 8.2517881393s, input_fired_time: 0.1275817305, output_fired_time: 0.0000000000, propagate_forward_time: 7.6516304016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725761414
validation[          , genome  5842] predictions:    9634/  10000 (96.34%), best:    9655/10000 (96.55%), error:      1244.21948, best error:      1183.01086 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 100.2645492554s, input_fired_time: 1.0008060932, output_fired_time: 0.8932349086, propagate_forward_time: 37.9732322693, propagate_backward_time: 57.7393226624, weight_update_time: 0.1293701231, other_time: 2.6579513550
epoch time: 8.2830429077s, input_fired_time: 0.1286257207, output_fired_time: 0.0000000000, propagate_forward_time: 7.6790790558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753379822
validation[          , genome  5842] predictions:    9545/  10000 (95.45%), best:    9655/10000 (96.55%), error:      1449.94531, best error:      1183.01086 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 99.4719314575s, input_fired_time: 1.0041977167, output_fired_time: 0.8831210136, propagate_forward_time: 37.5871086121, propagate_backward_time: 57.3111038208, weight_update_time: 0.1297388226, other_time: 2.6864051819
epoch time: 8.2569408417s, input_fired_time: 0.1273968816, output_fired_time: 0.0000000000, propagate_forward_time: 7.6570386887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725055695
validation[          , genome  5842] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1108.19983, best error:      1108.19983 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 100.2327423096s, input_fired_time: 1.0102134943, output_fired_time: 0.8986978531, propagate_forward_time: 37.9017677307, propagate_backward_time: 57.7029228210, weight_update_time: 0.1312696785, other_time: 2.7191390991
epoch time: 8.2671155930s, input_fired_time: 0.1275197715, output_fired_time: 0.0000000000, propagate_forward_time: 7.6590113640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805846214
validation[          , genome  5842] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1108.12463, best error:      1108.12463 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 100.6287078857s, input_fired_time: 1.0103043318, output_fired_time: 0.8989921212, propagate_forward_time: 38.0403900146, propagate_backward_time: 57.9681968689, weight_update_time: 0.1314401627, other_time: 2.7108192444
epoch time: 8.2392978668s, input_fired_time: 0.1266488433, output_fired_time: 0.0000000000, propagate_forward_time: 7.6374726295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751763344
validation[          , genome  5842] predictions:    9625/  10000 (96.25%), best:    9671/10000 (96.71%), error:      1284.23206, best error:      1108.12463 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 100.0990905762s, input_fired_time: 1.0065145493, output_fired_time: 0.8942625523, propagate_forward_time: 37.8009834290, propagate_backward_time: 57.6844444275, weight_update_time: 0.1304663122, other_time: 2.7128829956
epoch time: 8.2438955307s, input_fired_time: 0.1282125115, output_fired_time: 0.0000000000, propagate_forward_time: 7.6400227547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756598473
validation[          , genome  5842] predictions:    9658/  10000 (96.58%), best:    9671/10000 (96.71%), error:      1109.00537, best error:      1108.12463 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 100.0071792603s, input_fired_time: 1.0016771555, output_fired_time: 0.8906695843, propagate_forward_time: 37.8011512756, propagate_backward_time: 57.6542434692, weight_update_time: 0.1289456934, other_time: 2.6594352722
epoch time: 8.2168588638s, input_fired_time: 0.1288566291, output_fired_time: 0.0000000000, propagate_forward_time: 7.6060800552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819221497
validation[          , genome  5842] predictions:    9612/  10000 (96.12%), best:    9671/10000 (96.71%), error:      1298.29663, best error:      1108.12463 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 100.1320953369s, input_fired_time: 1.0087753534, output_fired_time: 0.8969221115, propagate_forward_time: 37.8789253235, propagate_backward_time: 57.6469230652, weight_update_time: 0.1302553713, other_time: 2.7005538940
epoch time: 8.3227367401s, input_fired_time: 0.1307433099, output_fired_time: 0.0000000000, propagate_forward_time: 7.7014803886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905133247
validation[          , genome  5842] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1061.88733, best error:      1061.88733 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 100.4219131470s, input_fired_time: 1.0107474327, output_fired_time: 0.8946524858, propagate_forward_time: 37.9568176270, propagate_backward_time: 57.8575019836, weight_update_time: 0.1306803375, other_time: 2.7021903992
epoch time: 8.2803115845s, input_fired_time: 0.1293281764, output_fired_time: 0.0000000000, propagate_forward_time: 7.6712832451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797005653
validation[          , genome  5842] predictions:    9628/  10000 (96.28%), best:    9693/10000 (96.93%), error:      1223.19666, best error:      1061.88733 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.4975891113s, input_fired_time: 1.0058432817, output_fired_time: 0.8954203129, propagate_forward_time: 37.9859313965, propagate_backward_time: 57.9280357361, weight_update_time: 0.1307551265, other_time: 2.6823539734
epoch time: 8.0408878326s, input_fired_time: 0.1262996644, output_fired_time: 0.0000000000, propagate_forward_time: 7.4478745461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667134285
validation[          , genome  5842] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1061.56677, best error:      1061.56677 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 100.5316619873s, input_fired_time: 1.0121252537, output_fired_time: 0.9006458521, propagate_forward_time: 37.9828147888, propagate_backward_time: 57.9206008911, weight_update_time: 0.1310023963, other_time: 2.7154808044
epoch time: 8.2139205933s, input_fired_time: 0.1289185733, output_fired_time: 0.0000000000, propagate_forward_time: 7.6031274796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818744659
validation[          , genome  5842] predictions:    9653/  10000 (96.53%), best:    9695/10000 (96.95%), error:      1147.22351, best error:      1061.56677 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 100.8255615234s, input_fired_time: 1.0107828379, output_fired_time: 0.8998715281, propagate_forward_time: 38.1214828491, propagate_backward_time: 58.0908851624, weight_update_time: 0.1310474426, other_time: 2.7025413513
epoch time: 8.2104616165s, input_fired_time: 0.1289917529, output_fired_time: 0.0000000000, propagate_forward_time: 7.5948700905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865994453
validation[          , genome  5842] predictions:    9603/  10000 (96.03%), best:    9695/10000 (96.95%), error:      1298.88635, best error:      1061.56677 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 100.5641708374s, input_fired_time: 1.0091270208, output_fired_time: 0.8986234665, propagate_forward_time: 38.0072937012, propagate_backward_time: 57.9524497986, weight_update_time: 0.1306762844, other_time: 2.6966819763
epoch time: 8.2050437927s, input_fired_time: 0.1277046055, output_fired_time: 0.0000000000, propagate_forward_time: 7.5994911194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778480530
validation[          , genome  5842] predictions:    9681/  10000 (96.81%), best:    9695/10000 (96.95%), error:      1109.36877, best error:      1061.56677 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 99.9645080566s, input_fired_time: 1.0113556385, output_fired_time: 0.8954041600, propagate_forward_time: 37.8111305237, propagate_backward_time: 57.5219688416, weight_update_time: 0.1309537441, other_time: 2.7246551514
epoch time: 8.0938415527s, input_fired_time: 0.1289098561, output_fired_time: 0.0000000000, propagate_forward_time: 7.4849343300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799971581
validation[          , genome  5842] predictions:    9666/  10000 (96.66%), best:    9695/10000 (96.95%), error:      1099.35095, best error:      1061.56677 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 100.7399215698s, input_fired_time: 1.0104843378, output_fired_time: 0.8979750872, propagate_forward_time: 38.1167335510, propagate_backward_time: 58.0278739929, weight_update_time: 0.1314601153, other_time: 2.6868591309
epoch time: 8.1163692474s, input_fired_time: 0.1290173680, output_fired_time: 0.0000000000, propagate_forward_time: 7.5106582642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766936302
validation[          , genome  5842] predictions:    9676/  10000 (96.76%), best:    9695/10000 (96.95%), error:      1099.75598, best error:      1061.56677 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 100.1264953613s, input_fired_time: 1.0111771822, output_fired_time: 0.8950799704, propagate_forward_time: 37.8658523560, propagate_backward_time: 57.6650276184, weight_update_time: 0.1308508366, other_time: 2.6893577576
epoch time: 8.1562614441s, input_fired_time: 0.1278300285, output_fired_time: 0.0000000000, propagate_forward_time: 7.5458531380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825778008
validation[          , genome  5842] predictions:    9672/  10000 (96.72%), best:    9695/10000 (96.95%), error:      1111.03369, best error:      1061.56677 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 100.5755233765s, input_fired_time: 1.0122417212, output_fired_time: 0.8977816105, propagate_forward_time: 38.1274147034, propagate_backward_time: 57.8486824036, weight_update_time: 0.1299128830, other_time: 2.6893997192
epoch time: 8.2256097794s, input_fired_time: 0.1293537915, output_fired_time: 0.0000000000, propagate_forward_time: 7.6227364540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735198021
validation[          , genome  5842] predictions:    9667/  10000 (96.67%), best:    9695/10000 (96.95%), error:      1151.94202, best error:      1061.56677 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 100.4057922363s, input_fired_time: 1.0125538111, output_fired_time: 0.8956016898, propagate_forward_time: 37.9312896729, propagate_backward_time: 57.8857002258, weight_update_time: 0.1306460202, other_time: 2.6806526184
epoch time: 8.2427768707s, input_fired_time: 0.1288827211, output_fired_time: 0.0000000000, propagate_forward_time: 7.6365466118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773478508
validation[          , genome  5842] predictions:    9678/  10000 (96.78%), best:    9695/10000 (96.95%), error:      1125.57520, best error:      1061.56677 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 100.1228256226s, input_fired_time: 1.0135034323, output_fired_time: 0.8939605951, propagate_forward_time: 37.7968750000, propagate_backward_time: 57.6816749573, weight_update_time: 0.1312057078, other_time: 2.7368125916
epoch time: 8.1881761551s, input_fired_time: 0.1276037544, output_fired_time: 0.0000000000, propagate_forward_time: 7.5917463303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688262939
validation[          , genome  5842] predictions:    9585/  10000 (95.85%), best:    9695/10000 (96.95%), error:      1347.41589, best error:      1061.56677 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 100.7255020142s, input_fired_time: 1.0196998119, output_fired_time: 0.9017867446, propagate_forward_time: 38.0902481079, propagate_backward_time: 57.9801940918, weight_update_time: 0.1316470206, other_time: 2.7335739136
epoch time: 8.2195920944s, input_fired_time: 0.1291720271, output_fired_time: 0.0000000000, propagate_forward_time: 7.6065835953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838361740
validation[          , genome  5842] predictions:    9629/  10000 (96.29%), best:    9695/10000 (96.95%), error:      1242.36987, best error:      1061.56677 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 100.2036590576s, input_fired_time: 1.0109422207, output_fired_time: 0.8950020075, propagate_forward_time: 37.9345245361, propagate_backward_time: 57.6915664673, weight_update_time: 0.1289974004, other_time: 2.6716232300
epoch time: 8.2287483215s, input_fired_time: 0.1303122342, output_fired_time: 0.0000000000, propagate_forward_time: 7.6108622551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875741005
validation[          , genome  5842] predictions:    9680/  10000 (96.80%), best:    9695/10000 (96.95%), error:      1129.76294, best error:      1061.56677 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 100.7897567749s, input_fired_time: 1.0145405531, output_fired_time: 0.8982451558, propagate_forward_time: 38.1178398132, propagate_backward_time: 58.0341110229, weight_update_time: 0.1312706918, other_time: 2.7250175476
epoch time: 8.0995664597s, input_fired_time: 0.1270681620, output_fired_time: 0.0000000000, propagate_forward_time: 7.5046057701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678926468
validation[          , genome  5842] predictions:    9654/  10000 (96.54%), best:    9695/10000 (96.95%), error:      1172.35742, best error:      1061.56677 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 100.0722961426s, input_fired_time: 1.0059587955, output_fired_time: 0.8863378763, propagate_forward_time: 37.9258728027, propagate_backward_time: 57.6271362305, weight_update_time: 0.1285299510, other_time: 2.6269912720
epoch time: 8.1747074127s, input_fired_time: 0.1271905601, output_fired_time: 0.0000000000, propagate_forward_time: 7.5750856400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724311829
validation[          , genome  5842] predictions:    9656/  10000 (96.56%), best:    9695/10000 (96.95%), error:      1170.94324, best error:      1061.56677 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 100.7601242065s, input_fired_time: 1.0125523806, output_fired_time: 0.8952107430, propagate_forward_time: 38.1033859253, propagate_backward_time: 58.0611648560, weight_update_time: 0.1304674000, other_time: 2.6878128052
epoch time: 8.2365608215s, input_fired_time: 0.1298084259, output_fired_time: 0.0000000000, propagate_forward_time: 7.6287746429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779777527
validation[          , genome  5842] predictions:    9671/  10000 (96.71%), best:    9695/10000 (96.95%), error:      1077.88342, best error:      1061.56677 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.9177169800s, input_fired_time: 1.0069539547, output_fired_time: 0.8896007538, propagate_forward_time: 37.8082237244, propagate_backward_time: 57.5554237366, weight_update_time: 0.1292856634, other_time: 2.6575164795
epoch time: 8.1607952118s, input_fired_time: 0.1311257631, output_fired_time: 0.0000000000, propagate_forward_time: 7.5534057617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762639999
validation[          , genome  5842] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1050.42798, best error:      1050.42798 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 100.8782577515s, input_fired_time: 1.0175542831, output_fired_time: 0.9006567001, propagate_forward_time: 38.1756019592, propagate_backward_time: 58.1070251465, weight_update_time: 0.1304361522, other_time: 2.6774177551
epoch time: 8.2492427826s, input_fired_time: 0.1305656731, output_fired_time: 0.0000000000, propagate_forward_time: 7.6407961845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778809547
validation[          , genome  5842] predictions:    9658/  10000 (96.58%), best:    9694/10000 (96.94%), error:      1149.05945, best error:      1050.42798 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 100.3607254028s, input_fired_time: 1.0147712231, output_fired_time: 0.8924562931, propagate_forward_time: 37.9321746826, propagate_backward_time: 57.8563613892, weight_update_time: 0.1292641759, other_time: 2.6649627686
epoch time: 8.1027526855s, input_fired_time: 0.1285002828, output_fired_time: 0.0000000000, propagate_forward_time: 7.4989957809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752564430
validation[          , genome  5842] predictions:    9643/  10000 (96.43%), best:    9694/10000 (96.94%), error:      1217.47278, best error:      1050.42798 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 99.5400924683s, input_fired_time: 1.0046539307, output_fired_time: 0.8861324787, propagate_forward_time: 37.6141891479, propagate_backward_time: 57.3934974670, weight_update_time: 0.1283589303, other_time: 2.6416206360
epoch time: 8.2780790329s, input_fired_time: 0.1302871406, output_fired_time: 0.0000000000, propagate_forward_time: 7.6777801514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700117111
validation[          , genome  5842] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1047.34363, best error:      1047.34363 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 100.4944076538s, input_fired_time: 1.0123453140, output_fired_time: 0.8926382661, propagate_forward_time: 38.0241584778, propagate_backward_time: 57.9252128601, weight_update_time: 0.1289840639, other_time: 2.6400527954
epoch time: 8.1716651917s, input_fired_time: 0.1287577748, output_fired_time: 0.0000000000, propagate_forward_time: 7.5619206429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809870720
validation[          , genome  5842] predictions:    9623/  10000 (96.23%), best:    9696/10000 (96.96%), error:      1284.67529, best error:      1047.34363 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 100.3608474731s, input_fired_time: 1.0090689659, output_fired_time: 0.8963912725, propagate_forward_time: 37.9520835876, propagate_backward_time: 57.8712387085, weight_update_time: 0.1283691674, other_time: 2.6320610046
epoch time: 8.1517658234s, input_fired_time: 0.1297802478, output_fired_time: 0.0000000000, propagate_forward_time: 7.5407524109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812335968
validation[          , genome  5842] predictions:    9662/  10000 (96.62%), best:    9696/10000 (96.96%), error:      1088.02319, best error:      1047.34363 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.5355377197s, input_fired_time: 1.0120007992, output_fired_time: 0.8949615359, propagate_forward_time: 38.0059890747, propagate_backward_time: 57.9660491943, weight_update_time: 0.1291187555, other_time: 2.6565399170
epoch time: 8.1832323074s, input_fired_time: 0.1276856810, output_fired_time: 0.0000000000, propagate_forward_time: 7.5871529579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683938026
validation[          , genome  5842] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1017.94019, best error:      1017.94019 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 100.2084274292s, input_fired_time: 1.0135987997, output_fired_time: 0.8921273351, propagate_forward_time: 37.8397140503, propagate_backward_time: 57.7921371460, weight_update_time: 0.1295785457, other_time: 2.6708526611
epoch time: 8.2302217484s, input_fired_time: 0.1290076524, output_fired_time: 0.0000000000, propagate_forward_time: 7.6345148087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666996002
validation[          , genome  5842] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:      1016.75415, best error:      1016.75415 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 100.7636108398s, input_fired_time: 1.0152817965, output_fired_time: 0.8970017433, propagate_forward_time: 38.0947990417, propagate_backward_time: 58.1208496094, weight_update_time: 0.1289333850, other_time: 2.6356773376
epoch time: 8.2510585785s, input_fired_time: 0.1309404522, output_fired_time: 0.0000000000, propagate_forward_time: 7.6450185776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750995636
validation[          , genome  5842] predictions:    9695/  10000 (96.95%), best:    9708/10000 (97.08%), error:      1047.79272, best error:      1016.75415 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 99.7306060791s, input_fired_time: 1.0121072531, output_fired_time: 0.8821962476, propagate_forward_time: 37.7181892395, propagate_backward_time: 57.4708061218, weight_update_time: 0.1285130531, other_time: 2.6473083496
epoch time: 8.2339229584s, input_fired_time: 0.1300331652, output_fired_time: 0.0000000000, propagate_forward_time: 7.6312890053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726004601
validation[          , genome  5842] predictions:    9682/  10000 (96.82%), best:    9708/10000 (97.08%), error:      1094.69592, best error:      1016.75415 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 100.1926651001s, input_fired_time: 1.0145019293, output_fired_time: 0.8937073946, propagate_forward_time: 37.8625755310, propagate_backward_time: 57.7680053711, weight_update_time: 0.1291991770, other_time: 2.6538734436
epoch time: 8.2032251358s, input_fired_time: 0.1305103600, output_fired_time: 0.0000000000, propagate_forward_time: 7.5946283340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780864716
validation[          , genome  5842] predictions:    9624/  10000 (96.24%), best:    9708/10000 (97.08%), error:      1237.64490, best error:      1016.75415 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 100.7199707031s, input_fired_time: 1.0183202028, output_fired_time: 0.8946840763, propagate_forward_time: 38.1308555603, propagate_backward_time: 58.0216712952, weight_update_time: 0.1295181215, other_time: 2.6544418335
epoch time: 8.1772375107s, input_fired_time: 0.1304550916, output_fired_time: 0.0000000000, propagate_forward_time: 7.5718712807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749112129
validation[          , genome  5842] predictions:    9688/  10000 (96.88%), best:    9708/10000 (97.08%), error:      1054.29419, best error:      1016.75415 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 99.6073455811s, input_fired_time: 1.0148361921, output_fired_time: 0.8839410543, propagate_forward_time: 37.6872558594, propagate_backward_time: 57.3674774170, weight_update_time: 0.1287061274, other_time: 2.6538314819
epoch time: 8.2335233688s, input_fired_time: 0.1296686381, output_fired_time: 0.0000000000, propagate_forward_time: 7.6323676109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714875221
validation[          , genome  5842] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1111.28101, best error:      1016.75415 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 99.9644165039s, input_fired_time: 1.0167586803, output_fired_time: 0.8892471194, propagate_forward_time: 37.7413635254, propagate_backward_time: 57.6327781677, weight_update_time: 0.1291976422, other_time: 2.6842689514
epoch time: 8.2463455200s, input_fired_time: 0.1300797611, output_fired_time: 0.0000000000, propagate_forward_time: 7.6445302963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717350006
validation[          , genome  5842] predictions:    9648/  10000 (96.48%), best:    9708/10000 (97.08%), error:      1150.56519, best error:      1016.75415 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 100.3755798340s, input_fired_time: 1.0157549381, output_fired_time: 0.8925850987, propagate_forward_time: 37.9116668701, propagate_backward_time: 57.9017219543, weight_update_time: 0.1290522069, other_time: 2.6538505554
epoch time: 8.2769746780s, input_fired_time: 0.1301949769, output_fired_time: 0.0000000000, propagate_forward_time: 7.6827688217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640111923
validation[          , genome  5842] predictions:    9692/  10000 (96.92%), best:    9708/10000 (97.08%), error:      1064.13147, best error:      1016.75415 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 100.5080642700s, input_fired_time: 1.0180689096, output_fired_time: 0.8941951394, propagate_forward_time: 38.0805358887, propagate_backward_time: 57.8724327087, weight_update_time: 0.1290153265, other_time: 2.6428337097
epoch time: 8.1918096542s, input_fired_time: 0.1302886605, output_fired_time: 0.0000000000, propagate_forward_time: 7.5943412781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671792984
validation[          , genome  5842] predictions:    9683/  10000 (96.83%), best:    9708/10000 (97.08%), error:      1069.75439, best error:      1016.75415 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.3465347290s, input_fired_time: 1.0170636177, output_fired_time: 0.8948876858, propagate_forward_time: 37.9027633667, propagate_backward_time: 57.8696403503, weight_update_time: 0.1293941736, other_time: 2.6621742249
epoch time: 8.0481615067s, input_fired_time: 0.1294192672, output_fired_time: 0.0000000000, propagate_forward_time: 7.4448671341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738750458
validation[          , genome  5842] predictions:    9666/  10000 (96.66%), best:    9708/10000 (97.08%), error:      1128.22021, best error:      1016.75415 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 99.8901977539s, input_fired_time: 1.0140100718, output_fired_time: 0.8883151412, propagate_forward_time: 37.7782440186, propagate_backward_time: 57.5772132874, weight_update_time: 0.1283896714, other_time: 2.6324195862
epoch time: 8.2428197861s, input_fired_time: 0.1308908165, output_fired_time: 0.0000000000, propagate_forward_time: 7.6303939819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815349579
validation[          , genome  5842] predictions:    9670/  10000 (96.70%), best:    9708/10000 (97.08%), error:      1075.55688, best error:      1016.75415 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 100.4462890625s, input_fired_time: 1.0196071863, output_fired_time: 0.8923352361, propagate_forward_time: 38.0222740173, propagate_backward_time: 57.8807678223, weight_update_time: 0.1284141988, other_time: 2.6313056946
epoch time: 7.9995918274s, input_fired_time: 0.1288735121, output_fired_time: 0.0000000000, propagate_forward_time: 7.4001622200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705562592
validation[          , genome  5842] predictions:    9628/  10000 (96.28%), best:    9708/10000 (97.08%), error:      1200.74341, best error:      1016.75415 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 100.5795059204s, input_fired_time: 1.0214806795, output_fired_time: 0.8935691118, propagate_forward_time: 38.0131034851, propagate_backward_time: 57.9874496460, weight_update_time: 0.1297940910, other_time: 2.6638984680
epoch time: 8.2435312271s, input_fired_time: 0.1311442405, output_fired_time: 0.0000000000, propagate_forward_time: 7.6491570473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632296562
validation[          , genome  5842] predictions:    9650/  10000 (96.50%), best:    9708/10000 (97.08%), error:      1222.92383, best error:      1016.75415 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 100.4171066284s, input_fired_time: 1.0202211142, output_fired_time: 0.8903272748, propagate_forward_time: 37.9734344482, propagate_backward_time: 57.8799552917, weight_update_time: 0.1291131228, other_time: 2.6531715393
epoch time: 8.1863460541s, input_fired_time: 0.1316357404, output_fired_time: 0.0000000000, propagate_forward_time: 7.5716981888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830121994
validation[          , genome  5842] predictions:    9691/  10000 (96.91%), best:    9708/10000 (97.08%), error:      1047.66113, best error:      1016.75415 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 100.3877029419s, input_fired_time: 1.0204002857, output_fired_time: 0.8905126452, propagate_forward_time: 38.0045204163, propagate_backward_time: 57.8283081055, weight_update_time: 0.1289349347, other_time: 2.6439628601
epoch time: 8.2031135559s, input_fired_time: 0.1309363544, output_fired_time: 0.0000000000, propagate_forward_time: 7.5969800949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751968384
validation[          , genome  5842] predictions:    9694/  10000 (96.94%), best:    9708/10000 (97.08%), error:      1094.03955, best error:      1016.75415 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 100.0118865967s, input_fired_time: 1.0187944174, output_fired_time: 0.8892129064, propagate_forward_time: 37.8137626648, propagate_backward_time: 57.6572074890, weight_update_time: 0.1282334626, other_time: 2.6329116821
epoch time: 7.8144831657s, input_fired_time: 0.1273569465, output_fired_time: 0.0000000000, propagate_forward_time: 7.2219705582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651556015
validation[          , genome  5842] predictions:    9695/  10000 (96.95%), best:    9708/10000 (97.08%), error:      1088.71130, best error:      1016.75415 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 100.2956848145s, input_fired_time: 1.0186489820, output_fired_time: 0.8923328519, propagate_forward_time: 37.8946647644, propagate_backward_time: 57.8386650085, weight_update_time: 0.1291643083, other_time: 2.6513748169
epoch time: 8.2284450531s, input_fired_time: 0.1311488301, output_fired_time: 0.0000000000, propagate_forward_time: 7.6261801720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711155891
validation[          , genome  5842] predictions:    9664/  10000 (96.64%), best:    9708/10000 (97.08%), error:      1117.89111, best error:      1016.75415 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 100.2458648682s, input_fired_time: 1.0195201635, output_fired_time: 0.8898873329, propagate_forward_time: 37.8873634338, propagate_backward_time: 57.8134498596, weight_update_time: 0.1287808269, other_time: 2.6356430054
epoch time: 8.2604198456s, input_fired_time: 0.1306624413, output_fired_time: 0.0000000000, propagate_forward_time: 7.6595287323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702281952
validation[          , genome  5842] predictions:    9619/  10000 (96.19%), best:    9708/10000 (97.08%), error:      1257.44080, best error:      1016.75415 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 100.6902770996s, input_fired_time: 1.0248211622, output_fired_time: 0.8947848082, propagate_forward_time: 38.1009025574, propagate_backward_time: 58.0117912292, weight_update_time: 0.1289236546, other_time: 2.6579818726
epoch time: 8.1791915894s, input_fired_time: 0.1313771605, output_fired_time: 0.0000000000, propagate_forward_time: 7.5787243843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690899849
validation[          , genome  5842] predictions:    9709/  10000 (97.09%), best:    9708/10000 (97.08%), error:      1019.55737, best error:      1016.75415 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.5956726074s, input_fired_time: 1.0221402645, output_fired_time: 0.8931601644, propagate_forward_time: 38.1259803772, propagate_backward_time: 57.9425010681, weight_update_time: 0.1281781942, other_time: 2.6118927002
epoch time: 8.0544900894s, input_fired_time: 0.1294792145, output_fired_time: 0.0000000000, propagate_forward_time: 7.4610452652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639654160
validation[          , genome  5842] predictions:    9688/  10000 (96.88%), best:    9708/10000 (97.08%), error:      1045.83240, best error:      1016.75415 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 100.1157302856s, input_fired_time: 1.0214090347, output_fired_time: 0.8902990222, propagate_forward_time: 37.8076019287, propagate_backward_time: 57.7836036682, weight_update_time: 0.1278202981, other_time: 2.6128196716
epoch time: 8.2334194183s, input_fired_time: 0.1307484508, output_fired_time: 0.0000000000, propagate_forward_time: 7.6409983635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616723061
validation[          , genome  5842] predictions:    9696/  10000 (96.96%), best:    9708/10000 (97.08%), error:      1019.92023, best error:      1016.75415 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.2623825073s, input_fired_time: 1.0167227983, output_fired_time: 0.8820769787, propagate_forward_time: 37.4600257874, propagate_backward_time: 57.2685737610, weight_update_time: 0.1276043057, other_time: 2.6349792480
epoch time: 8.2477359772s, input_fired_time: 0.1319874823, output_fired_time: 0.0000000000, propagate_forward_time: 7.6414623260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742860794
validation[          , genome  5842] predictions:    9673/  10000 (96.73%), best:    9708/10000 (97.08%), error:      1131.67896, best error:      1016.75415 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 100.3501129150s, input_fired_time: 1.0251750946, output_fired_time: 0.8941695094, propagate_forward_time: 37.9715118408, propagate_backward_time: 57.8351135254, weight_update_time: 0.1282959729, other_time: 2.6241378784
epoch time: 8.0248441696s, input_fired_time: 0.1307453513, output_fired_time: 0.0000000000, propagate_forward_time: 7.4244747162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696240425
validation[          , genome  5842] predictions:    9677/  10000 (96.77%), best:    9708/10000 (97.08%), error:      1099.92029, best error:      1016.75415 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 100.8873367310s, input_fired_time: 1.0248849392, output_fired_time: 0.8972044587, propagate_forward_time: 38.2064743042, propagate_backward_time: 58.1438941956, weight_update_time: 0.1285913736, other_time: 2.6148796082
epoch time: 8.1804628372s, input_fired_time: 0.1320689023, output_fired_time: 0.0000000000, propagate_forward_time: 7.5822725296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661216736
validation[          , genome  5842] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1015.02808, best error:      1015.02808 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 100.1884384155s, input_fired_time: 1.0257626772, output_fired_time: 0.8906355500, propagate_forward_time: 37.9104461670, propagate_backward_time: 57.7367057800, weight_update_time: 0.1281275600, other_time: 2.6248893738
epoch time: 8.1788101196s, input_fired_time: 0.1306967139, output_fired_time: 0.0000000000, propagate_forward_time: 7.5843257904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637880325
validation[          , genome  5842] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1057.93372, best error:      1015.02808 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 100.9251480103s, input_fired_time: 1.0281567574, output_fired_time: 0.8938932419, propagate_forward_time: 38.1988220215, propagate_backward_time: 58.1688346863, weight_update_time: 0.1289226264, other_time: 2.6354408264
epoch time: 7.9464812279s, input_fired_time: 0.1294197738, output_fired_time: 0.0000000000, propagate_forward_time: 7.3571000099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599614143
validation[          , genome  5842] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1010.27509, best error:      1010.27509 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 100.1805648804s, input_fired_time: 1.0222673416, output_fired_time: 0.8870804310, propagate_forward_time: 37.8756484985, propagate_backward_time: 57.7656173706, weight_update_time: 0.1281203777, other_time: 2.6299514771
epoch time: 8.2116050720s, input_fired_time: 0.1329669207, output_fired_time: 0.0000000000, propagate_forward_time: 7.6105761528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680619240
validation[          , genome  5842] predictions:    9682/  10000 (96.82%), best:    9700/10000 (97.00%), error:      1023.02869, best error:      1010.27509 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 100.5328979492s, input_fired_time: 1.0266373158, output_fired_time: 0.8931416869, propagate_forward_time: 37.9977035522, propagate_backward_time: 57.9786033630, weight_update_time: 0.1286610663, other_time: 2.6368141174
epoch time: 8.1354503632s, input_fired_time: 0.1312307417, output_fired_time: 0.0000000000, propagate_forward_time: 7.5340976715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701223373
validation[          , genome  5842] predictions:    9652/  10000 (96.52%), best:    9700/10000 (97.00%), error:      1145.62097, best error:      1010.27509 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 100.2151641846s, input_fired_time: 1.0247132778, output_fired_time: 0.8904424310, propagate_forward_time: 37.9094314575, propagate_backward_time: 57.7686462402, weight_update_time: 0.1280927360, other_time: 2.6219329834
epoch time: 8.1745519638s, input_fired_time: 0.1308723241, output_fired_time: 0.0000000000, propagate_forward_time: 7.5800657272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636135101
validation[          , genome  5842] predictions:    9674/  10000 (96.74%), best:    9700/10000 (97.00%), error:      1096.08081, best error:      1010.27509 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 100.3776702881s, input_fired_time: 1.0257220268, output_fired_time: 0.8903138041, propagate_forward_time: 37.9274368286, propagate_backward_time: 57.8968582153, weight_update_time: 0.1281925589, other_time: 2.6373443604
epoch time: 8.1046409607s, input_fired_time: 0.1309368610, output_fired_time: 0.0000000000, propagate_forward_time: 7.5170583725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566459656
validation[          , genome  5842] predictions:    9663/  10000 (96.63%), best:    9700/10000 (97.00%), error:      1150.81006, best error:      1010.27509 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 100.5831298828s, input_fired_time: 1.0251030922, output_fired_time: 0.8924306035, propagate_forward_time: 38.0163879395, propagate_backward_time: 58.0308837891, weight_update_time: 0.1282862574, other_time: 2.6183242798
epoch time: 8.0770759583s, input_fired_time: 0.1305876523, output_fired_time: 0.0000000000, propagate_forward_time: 7.4819746017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645137787
validation[          , genome  5842] predictions:    9667/  10000 (96.67%), best:    9700/10000 (97.00%), error:      1147.92017, best error:      1010.27509 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 100.1984786987s, input_fired_time: 1.0293638706, output_fired_time: 0.8877497911, propagate_forward_time: 37.9476852417, propagate_backward_time: 57.6940765381, weight_update_time: 0.1281766593, other_time: 2.6396026611
epoch time: 8.2460794449s, input_fired_time: 0.1329244375, output_fired_time: 0.0000000000, propagate_forward_time: 7.6444606781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686946869
validation[          , genome  5842] predictions:    9676/  10000 (96.76%), best:    9700/10000 (97.00%), error:      1063.95911, best error:      1010.27509 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 100.0695571899s, input_fired_time: 1.0258729458, output_fired_time: 0.8861345053, propagate_forward_time: 37.9263458252, propagate_backward_time: 57.6357917786, weight_update_time: 0.1271920949, other_time: 2.5954170227
epoch time: 8.1249418259s, input_fired_time: 0.1326577216, output_fired_time: 0.0000000000, propagate_forward_time: 7.5206294060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716548920
validation[          , genome  5842] predictions:    9689/  10000 (96.89%), best:    9700/10000 (97.00%), error:      1055.91589, best error:      1010.27509 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.9283447266s, input_fired_time: 1.0309952497, output_fired_time: 0.8850432038, propagate_forward_time: 37.8328971863, propagate_backward_time: 57.5517883301, weight_update_time: 0.1284081340, other_time: 2.6276206970
epoch time: 8.2127351761s, input_fired_time: 0.1331363916, output_fired_time: 0.0000000000, propagate_forward_time: 7.6055493355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740490913
validation[          , genome  5842] predictions:    9676/  10000 (96.76%), best:    9700/10000 (97.00%), error:      1105.23450, best error:      1010.27509 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 100.1318893433s, input_fired_time: 1.0323163271, output_fired_time: 0.8904440999, propagate_forward_time: 37.9109764099, propagate_backward_time: 57.6711463928, weight_update_time: 0.1282760203, other_time: 2.6270065308
epoch time: 8.2056312561s, input_fired_time: 0.1321871877, output_fired_time: 0.0000000000, propagate_forward_time: 7.6159639359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574804306
validation[          , genome  5842] predictions:    9690/  10000 (96.90%), best:    9700/10000 (97.00%), error:      1043.19080, best error:      1010.27509 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 100.3659286499s, input_fired_time: 1.0321017504, output_fired_time: 0.8919185996, propagate_forward_time: 37.9771919250, propagate_backward_time: 57.8246650696, weight_update_time: 0.1288678944, other_time: 2.6400451660
epoch time: 8.2547998428s, input_fired_time: 0.1341117620, output_fired_time: 0.0000000000, propagate_forward_time: 7.6522340775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684543610
validation[          , genome  5842] predictions:    9685/  10000 (96.85%), best:    9700/10000 (97.00%), error:      1114.63940, best error:      1010.27509 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 99.1160049438s, input_fired_time: 1.0232156515, output_fired_time: 0.8817180395, propagate_forward_time: 37.4735565186, propagate_backward_time: 57.1193656921, weight_update_time: 0.1269550472, other_time: 2.6181449890
epoch time: 7.9027171135s, input_fired_time: 0.1300208867, output_fired_time: 0.0000000000, propagate_forward_time: 7.3160867691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566092491
validation[          , genome  5842] predictions:    9698/  10000 (96.98%), best:    9700/10000 (97.00%), error:      1042.31030, best error:      1010.27509 on epoch:    89, 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: 41.2939414978s, input_fired_time: 0.6676120758, output_fired_time: 0.0000000000, propagate_forward_time: 38.1776199341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4487075806
best training[          , genome  5842] predictions:   49326/  50000 (98.65%), best:    9700/10000 (97.00%), error:      2610.98560, best error:      1010.27509 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.2143011093s, input_fired_time: 0.1321743578, output_fired_time: 0.0000000000, propagate_forward_time: 7.6157565117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663701057
   testing[          , genome  5842] predictions:    9732/  10000 (97.32%), best:    9700/10000 (97.00%), error:       901.88971, best error:      1010.27509 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:02:52 (7200): called boinc_finish(0)

</stderr_txt>
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