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