Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=6.0, ckp L3=9.0, ckp L4=12.0 1.6 hdc-fti empirical 1.6 1 0.2980104932469221 0.0 0.0 0.0035702994484036 0.0131051850863564 0.0 0.0 8.01927e-11 0.0139178474256458 0.3019613454543616 0.0 0.0 0.0 0.0001707270374858 0.0003280634794539 0.0249158969697542 0.6864947605505763 0.001993265645549 0.007889676317766 0.0 0.0 0.0 0.0 6.39322867837e-05 0.0139240776970968 0.0 0.0 0.009886664297064 0.0 0.0 0.0250596558862029 0.0 0.0 0.0001496705817059 0.0 0.0 0.0 0.0 0.1097613192637586 0.017605056771259 0.0 0.0 0.0 6.2584338256e-10 52.527948 32.402926 6.859205 512 1 973978996960.25188887
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 1.6 hdc-fti empirical 1.6 1 0.2970831697418566 0.0 0.0 0.0035497395529474 0.0137411631648154 0.0 0.0 8.18469e-11 0.014311322791143 0.3005097303061893 0.0 0.0 0.0 0.0001771698901287 0.0003207271178664 0.0248107661724243 0.6859359613142247 0.0019920863927566 0.007867705879182 0.0 0.0 0.0 0.0 5.98256976569e-05 0.0146743881524107 0.0 0.0 0.0097692714723297 0.0 0.0 0.0247812618310757 0.0 0.0 0.0001483402972388 0.0 0.0 0.0 0.0 0.1097462367884338 0.0173993207784227 0.0 0.0 0.0 6.2558848034e-10 52.87041 32.544981 6.916905 512 1 978848347186.942384164
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=2.0, ckp L2=5.0, ckp L3=8.0, ckp L4=11.0 1.6 hdc-fti empirical 1.6 1 0.2960456780860685 0.0 0.0 0.0035348616117327 0.0135501885792608 0.0 0.0 8.15982e-11 0.0138156327186581 0.3007839287492131 0.0 0.0 0.0 0.000143574422465 0.0003572310241686 0.0247696901425474 0.6866193651832755 0.0019970115849016 0.0078799971797558 0.0 0.0 0.0 0.0 6.56399363736e-05 0.0141781812348491 0.0 0.0 0.0098103120288123 0.0 0.0 0.0248254445194275 0.0 0.0 0.0001487378619789 0.0 0.0 0.0 0.0 0.1096864217623407 0.0173640696973131 0.0 0.0 0.0 6.2589696961e-10 55.414714 34.669181 7.519867 512 1 981951354362.621420266
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 1.6 hdc-fti empirical 1.6 1 0.2965807177462138 0.0 0.0 0.0035031509904273 0.0146189579427497 0.0 0.0 8.10359e-11 0.0149769856775086 0.300342373462579 0.0 0.0 0.0 0.0001475875491549 0.0003429946741341 0.0246890186020263 0.6866533742818139 0.001974966292073 0.0078161077094492 0.0 0.0 0.0 0.0 5.54672001117e-05 0.0148826012725696 0.0 0.0 0.0097364287213549 0.0 0.0 0.0245757069496779 0.0 0.0 0.0001482376668185 0.0 0.0 0.0 0.0 0.1095696246619645 0.017299054115304 0.0 0.0 0.0 6.2591459478e-10 54.864858 34.701855 6.810959 512 1 985496043940.002916319
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 1.6 hdc-fti empirical 1.6 1 0.2963709161192858 0.0 0.0 0.0035089326628048 0.0142927260340754 0.0 0.0 7.99245e-11 0.0153547525109111 0.3014701616580925 0.0 0.0 0.0 0.0001673788243942 0.0003240343246288 0.0245828310465048 0.6861674165638967 0.0019871464148327 0.0078354344779422 0.0 0.0 0.0 0.0 5.88746039211e-05 0.0154240025343309 0.0 0.0 0.0097391861544828 0.0 0.0 0.0246239690372326 0.0 0.0 0.0001474526836171 0.0 0.0 0.0 0.0 0.1093319961457407 0.0174203787417121 0.0 0.0 0.0 6.2610739801e-10 51.725226 31.73891 6.881547 512 1 990566695060.987496988
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=1.0, ckp L2=4.0, ckp L3=7.0, ckp L4=10.0 1.6 hdc-fti empirical 1.6 1 0.296058374429347 0.0 0.0 0.0034959959457185 0.0141112065045146 0.0 0.0 8.43719e-11 0.0149271539648562 0.3004874063769448 0.0 0.0 0.0 0.0001456967167748 0.000352328789819 0.024537111904805 0.6856066015085536 0.0019729160271077 0.0077911324091915 0.0 0.0 0.0 0.0 5.94742511419e-05 0.015517221158572 0.0 0.0 0.0096542006022435 0.0 0.0 0.024598037112044 0.0 0.0 0.0001472494819346 0.0 0.0 0.0 0.0 0.1093003220445576 0.0174694608017646 0.0 0.0 0.0 6.2607890405e-10 52.75716 32.112818 7.256402 512 1 996881043208.183145937
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=4.0, ckp L3=5.0, ckp L4=6.0 1.6 hdc-fti empirical 1.6 1 0.2967377584040068 0.0 0.0 0.0034863691452612 0.0146700508529556 0.0 0.0 8.10304e-11 0.0151493659343316 0.3007256740496511 0.0 0.0 0.0 0.0001548915554056 0.0003437111957935 0.0243711677860397 0.685442123659873 0.0019604530675772 0.0077286213683776 0.0 0.0 0.0 0.0 5.93199304859e-05 0.0153609890006456 0.0 0.0 0.0096362524775562 0.0 0.0 0.0244318892936516 0.0 0.0 0.0001466875254969 0.0 0.0 0.0 0.0 0.1095917610710899 0.0172908316498034 0.0 0.0 0.0 6.2587447287e-10 54.637408 34.356669 7.022574 512 1 998099890758.370945413
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=1.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 1.6 hdc-fti empirical 1.6 1 0.2965695036876706 0.0 0.0 0.0034407576529851 0.0151028608816863 0.0 0.0 8.38009e-11 0.0154546131955443 0.3000948909772795 0.0 0.0 0.0 0.0001480849877467 0.000392709921737 0.0242051111918179 0.6862028409557737 0.0019607666290004 0.0076585970456524 0.0 0.0 0.0 0.0 6.47850444889e-05 0.0158686884232814 0.0 0.0 0.0095429884046276 0.0 0.0 0.0242002445054908 0.0 0.0 0.0001450287325538 0.0 0.0 0.0 0.0 0.1088973099617103 0.0174931894457753 0.0 0.0 0.0 6.2583966722e-10 53.592059 32.495465 7.679228 512 1 1007164099712.496967795
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=2.0, ckp L2=3.0, ckp L3=4.0, ckp L4=5.0 1.6 hdc-fti empirical 1.6 1 0.2963571749294305 0.0 0.0 0.0034611214243882 0.0145075444697617 0.0 0.0 8.18546e-11 0.0154294713138197 0.3003956823595244 0.0 0.0 0.0 0.0001510009306804 0.0003599588831704 0.0241127639781538 0.6841930808106744 0.0019611606740783 0.0076558352008646 0.0 0.0 0.0 0.0 6.39266857042e-05 0.0162534105798462 0.0 0.0 0.0095226756882633 0.0 0.0 0.0241593715603226 0.0 0.0 0.00014578305376 0.0 0.0 0.0 0.0 0.1088751148182641 0.0176286258913736 0.0 0.0 0.0 6.2577805826e-10 52.583107 31.833742 7.59468 512 1 1010791431004.751253101
HDC1-fti ANL BGQ Mira 512 512 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 1.6 hdc-fti empirical 1.6 1 0.2961046828841607 0.0 0.0 0.0034155143191818 0.0157854964585945 0.0 0.0 8.18074e-11 0.0165810500552733 0.3002240262516714 0.0 0.0 0.0 0.0001200628172808 0.0004026738970855 0.0239568392434542 0.6857821996350164 0.0019324827361224 0.00754896292625 0.0 0.0 0.0 0.0 6.51775823941e-05 0.0168903678259139 0.0 0.0 0.0094437700840677 0.0 0.0 0.0238355845061274 0.0 0.0 0.0001445125108413 0.0 0.0 0.0 0.0 0.1088803693919711 0.0172021137982909 0.0 0.0 0.0 6.2605033232e-10 54.7146 34.483617 6.971297 512 1 1020193077181.433737027
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=6.0, ckp L3=9.0, ckp L4=12.0 1.6 hdc-fti empirical 1.6 1 0.2967059410681884 0.0 0.0 0.0033629096885798 0.0159400876839058 0.0 0.0 7.1405e-11 0.0163988918500738 0.3018108269324771 0.0 0.0 0.0 7.6109776623e-06 0.0004496616802386 0.0236717390050697 0.6837877292053388 0.0019555743060372 0.0077009776466002 0.0 0.0 0.0 0.0 6.32868801011e-05 0.0171224637200248 0.0 0.0 0.0095853401328549 0.0 0.0 0.0235470725933944 0.0 0.0 0.0001884468630385 0.0 0.0 0.0 0.0 0.1094167576256661 0.0174821402869757 0.0 0.0 0.0 6.2556826856e-10 54.191881 32.867395 7.953555 1024 1 1097132302729.917097507
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=2.0, ckp L2=5.0, ckp L3=8.0, ckp L4=11.0 1.6 hdc-fti empirical 1.6 1 0.2971536012271838 0.0 0.0 0.0032330289040713 0.0171231031495337 0.0 0.0 7.09022e-11 0.0176810428672493 0.3017991855332707 0.0 0.0 0.0 1.66037233328e-05 0.0004575643490946 0.0224724034801224 0.6811647833534191 0.0019059059098022 0.0074138100187197 0.0 0.0 0.0 0.0 7.23759284116e-05 0.0188598273069016 0.0 0.0 0.0093121649642853 0.0 0.0 0.0226702560590332 0.0 0.0 0.0001820134420428 0.0 0.0 0.0 0.0 0.1085690756872297 0.0182278721243088 0.0 0.0 0.0 6.255410029e-10 52.458059 31.665186 7.566105 1024 1 1147323660116.22161563
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 1.6 hdc-fti empirical 1.6 1 0.2945600172664125 0.0 0.0 0.0032407495118864 0.0175392189859338 0.0 0.0 6.96039e-11 0.0192495170938335 0.3004411605194913 0.0 0.0 0.0 -1.34882749068e-05 0.0004665341919391 0.0226446999014975 0.6807041162682056 0.0019102481883962 0.0074435980798016 0.0 0.0 0.0 0.0 6.83482905515e-05 0.0191748145059228 0.0 0.0 0.0093105942391854 0.0 0.0 0.0226592388746738 0.0 0.0 0.0001824866310969 0.0 0.0 0.0 0.0 0.1085942029444539 0.0177386604237193 0.0 0.0 0.0 6.2575518433e-10 56.789195 35.702386 7.61111 1024 1 1146931740994.594022367
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 1.6 hdc-fti empirical 1.6 1 0.2976776502098473 0.0 0.0 0.0032330187479296 0.0171955543089217 0.0 0.0 7.01412e-11 0.0199001753313365 0.3017540321036806 0.0 0.0 0.0 8.89338177803e-05 0.0004111608184092 0.0224228105700737 0.6831493795817547 0.0019015028695068 0.00736388498287 0.0 0.0 0.0 0.0 7.35605126919e-05 0.0199813992213962 0.0 0.0 0.0091434847027277 0.0 0.0 0.0223449572961024 0.0 0.0 0.0001797766853243 0.0 0.0 0.0 0.0 0.1088091966910512 0.0183502624373298 0.0 0.0 0.0 6.2567436138e-10 55.078165 34.862492 6.863288 1024 1 1162321723389.777426267
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=4.0, ckp L3=5.0, ckp L4=6.0 1.6 hdc-fti empirical 1.6 1 0.2965042513061472 0.0 0.0 0.0031137805655812 0.0194184365724691 0.0 0.0 6.89555e-11 0.01924011773794 0.3007058300893443 0.0 0.0 0.0 -2.51554026613e-05 0.0004872847227134 0.0217932568419443 0.680908748469468 0.0018525539862878 0.0071915630101829 0.0 0.0 0.0 0.0 0.0001118327498007 0.0204217499760177 0.0 0.0 0.0089760982225932 0.0 0.0 0.0218040198275084 0.0 0.0 0.0001759581554289 0.0 0.0 0.0 0.0 0.1077123776926903 0.0169837480340181 0.0 0.0 0.0 6.2557475182e-10 54.784351 33.891274 7.787977 1024 1 1176815694460.486834038
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=1.0, ckp L2=4.0, ckp L3=7.0, ckp L4=10.0 1.6 hdc-fti empirical 1.6 1 0.2958680153266968 0.0 0.0 0.003090914047711 0.0200440168021 0.0 0.0 7.08872e-11 0.021499150400948 0.3013724825588457 0.0 0.0 0.0 -8.25722054708e-05 0.0004963345887275 0.0213993661768278 0.6813546939933766 0.0018439682356151 0.0070714529993109 0.0 0.0 0.0 0.0 9.76342704118e-05 0.0217992791082138 0.0 0.0 0.0087172287049658 0.0 0.0 0.0215039284095369 0.0 0.0 0.0001711243646572 0.0 0.0 0.0 0.0 0.1077279269918832 0.0169676624972077 0.0 0.0 0.0 6.2592836449e-10 57.076955 35.931946 7.603296 1024 1 1194055958158.995620307
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=2.0, ckp L2=3.0, ckp L3=4.0, ckp L4=5.0 1.6 hdc-fti empirical 1.6 1 0.2958557817360582 0.0 0.0 0.003030872873104 0.0206141031637824 0.0 0.0 6.81529e-11 0.0213032717224154 0.3014309769499138 0.0 0.0 0.0 5.32649825908e-05 0.0005297089368753 0.0211532147890423 0.6801824226909894 0.0018665406457702 0.0070272013987125 0.0 0.0 0.0 0.0 0.0001048606532877 0.0219433652919336 0.0 0.0 0.0087289329193669 0.0 0.0 0.0209851198075298 0.0 0.0 0.0001701364199103 0.0 0.0 0.0 0.0 0.1074511167968918 0.0182547433248267 0.0 0.0 0.0 6.2570612137e-10 53.792081 33.919635 6.541771 1024 1 1210600039106.981958916
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=1.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 1.6 hdc-fti empirical 1.6 1 0.2959132189130241 0.0 0.0 0.0030401421826996 0.0199304125675897 0.0 0.0 6.9672e-11 0.0224840899061428 0.30091435575476 0.0 0.0 0.0 -0.0001677711200315 0.0006072055053194 0.0212496326521676 0.679880773684919 0.0018258757495324 0.0069940785527273 0.0 0.0 0.0 0.0 0.0001147502505272 0.0219062241031867 0.0 0.0 0.0087255443688766 0.0 0.0 0.0211305957221004 0.0 0.0 0.0001703017303929 0.0 0.0 0.0 0.0 0.1075543077473543 0.0180220943075343 0.0 0.0 0.0 6.2552371742e-10 53.766241 32.612318 7.73674 1024 1 1212743339499.384317366
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 1.6 hdc-fti empirical 1.6 1 0.2946828942971725 0.0 0.0 0.0029404905059381 0.023347320658091 0.0 0.0 6.886e-11 0.0218808374533682 0.3003668601639183 0.0 0.0 0.0 -1.64693964546e-05 0.0005327274544201 0.0209068013486017 0.6821365073928501 0.0018147501853458 0.0068711657466394 0.0 0.0 0.0 0.0 0.0001061363693898 0.0237799422424412 0.0 0.0 0.0085998874041813 0.0 0.0 0.0210248941016369 0.0 0.0 0.0001677996182981 0.0 0.0 0.0 0.0 0.1067152374502885 0.0177451709033883 0.0 0.0 0.0 6.2554834148e-10 56.052583 34.993095 7.607681 1024 1 1228806371992.557073129
HDC1-fti ANL BGQ Mira 1024 1024 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 1.6 hdc-fti empirical 1.6 1 0.3002337041052047 0.0 0.0 0.0032433504427893 0.0181459715417968 0.0 0.0 7.01772e-11 0.0195274069276569 0.3015050037802012 0.0 0.0 0.0 4.98965211033e-05 0.0004606021595868 0.0224168762374852 0.6817436019560402 0.0019328535488488 0.0074416487963616 0.0 0.0 0.0 0.0 8.13381891939e-05 0.0186383361831952 0.0 0.0 0.0092057597040929 0.0 0.0 0.0216749213410207 0.0 0.0 0.0001808695018307 0.0 0.0 0.0 0.0 0.1085049403981189 0.017685868873862 0.0 0.0 0.0 6.2552061618e-10 52.786928 32.494859 7.067046 1024 1 1253971501035.683098594
HDC1-fti ANL BGQ Mira 2048 2048 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 1.6 hdc-fti empirical 1.6 1 0.2975992769680855 0.0 0.0 0.0025538756489586 0.0206992440210614 0.0 0.0 5.73511e-11 0.0248349129714589 0.3099845777381611 0.0 0.0 0.0 -0.0004604785989209 0.0014067404935903 0.0178422610191285 0.6505576860394349 0.0021766848196894 0.0058646414425468 0.0 0.0 0.0 0.0 0.0004429654083793 0.0345744262675844 0.0 0.0 0.0074735713367849 0.0 0.0 0.0147204668151611 0.0 0.0 2.596837611e-07 0.0 0.0 0.0 0.0 0.1087345399493493 0.0251682700468891 0.0 0.0 0.0 6.2546550133e-10 56.810811 35.676584 7.687162 2048 1 1350803483490.986100683
HDC1-fti ANL BGQ Mira 2048 2048 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 1.6 hdc-fti empirical 1.6 1 0.3119240243274525 0.0 0.0 0.0024903753714572 0.0190203672991933 0.0 0.0 5.65532e-11 0.0249101790090919 0.3120302004089688 0.0 0.0 0.0 -0.0006138614740368 0.0021528435177602 0.016931503589805 0.6285569057736684 0.0020114749057092 0.0069279383394568 0.0 0.0 0.0 0.0 0.000352576293181 0.0244431108661414 0.0 0.0 0.0087221425695466 0.0 0.0 0.0184201189497307 0.0 0.0 1.8500831118e-06 0.0 0.0 0.0 0.0 0.1102633398481531 0.0235568215287121 0.0 0.0 0.0 6.2535415094e-10 52.870248 32.013929 7.67348 2048 1 1920937184464.705393901