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
PMLB ANL BGQ Mira 32 32 1 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2479325515906733 0.0 0.0 0.0224084165321664 0.0050197086303301 0.0 0.0 6.89628284e-08 0.0078888693400853 0.2619653499735515 0.0 0.0 0.0 0.0018608926809339 0.0006614813089169 0.0840790971935919 0.672050563624537 0.0084605653391835 0.006108573229765 0.0 0.0 0.0 0.0 8.21897818625e-05 0.0083422236501336 0.0 0.0 0.0145222287340285 0.0 0.0 0.1246917571984701 0.0 0.0 1.5969186628e-06 0.0 0.0 0.0 0.0 0.0541654380618418 0.0209490242726677 0.0 0.0 0.0 8.8412644209e-10 51.519895 31.190101 7.37941 32 1 34626960061.990288935
PMLB ANL BGQ Mira 64 32 2 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2503662232628804 0.0 0.0 0.020595160246239 0.006603097817934 0.0 0.0 1.268474246e-07 0.0105898456680619 0.2671004817789828 0.0 0.0 0.0 0.002378322176406 0.0010498169353144 0.0778092535085755 0.6610314011759468 0.0081443801192204 0.0072355015180775 0.0 0.0 0.0 0.0 0.0001328513907418 0.0113681641863498 0.0 0.0 0.0152936404877424 0.0 0.0 0.1123218381626625 0.0 0.0 3.0281256118e-06 0.0 0.0 0.0 0.0 0.0534468935289523 0.0223282058363019 0.0 0.0 0.0 6.5627845524e-10 52.380369 30.802239 8.589996 32 2 18672903097.997485315
PMLB ANL BGQ Mira 128 32 4 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2471636814528083 0.0 0.0 0.0176176201440922 0.0092166992488516 0.0 0.0 2.184906959e-07 0.0151747541916035 0.2680786207057271 0.0 0.0 0.0 0.0031957383544394 0.0016371632249897 0.0663371351089258 0.6450725042172131 0.0075371651791528 0.0091168877410137 0.0 0.0 0.0 0.0 0.0002277801997321 0.0164676699086465 0.0 0.0 0.0165225072140292 0.0 0.0 0.0977418435726541 0.0 0.0 5.1940651893e-06 0.0 0.0 0.0 0.0 0.0529113949969311 0.024954234480377 0.0 0.0 0.0 1.39488632801e-09 56.66887 33.692036 9.918567 32 4 11288192940.039425256019575631
PMLB ANL BGQ Mira 256 32 8 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2511564860871894 0.0 0.0 0.0130964005369468 0.0125742217019051 0.0 0.0 3.27414858e-07 0.0209267486178544 0.2700205642579767 0.0 0.0 0.0 0.0043485341058589 0.0024421005583812 0.0524046874295524 0.6188298375998444 0.0065952268653771 0.0112807805419939 0.0 0.0 0.0 0.0 0.0003352574239265 0.0231130520609583 0.0 0.0 0.0188194550502065 0.0 0.0 0.0724504356365082 0.0 0.0 8.8095779564e-06 0.0 0.0 0.0 0.0 0.0505841293989101 0.0273144997521017 0.0 0.0 0.0 1.8390279427e-09 56.229631 33.382481 9.782497 32 8 7256535200.007540374824126375
PMLB ANL BGQ Mira 512 32 16 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2964098887441793 0.0 0.0 0.0087965211610038 0.0160338222461832 0.0 0.0 4.238606007e-07 0.0266742310760385 0.2675570958758162 0.0 0.0 0.0 0.0054834113189206 0.0032244964997807 0.0344813005160491 0.6030066543810303 0.0058522371736045 0.013817076129018 0.0 0.0 0.0 0.0 0.000466942373199 0.0308175667069762 0.0 0.0 0.0198962516816711 0.0 0.0 0.0504587770144907 0.0 0.0 1.21334485092e-05 0.0 0.0 0.0 0.0 0.0509271705402637 0.0317340696221543 0.0 0.0 0.0 7.258279372e-10 54.70308 33.278103 8.360414 32 16 10679701900.016642126
PMLB ANL BGQ Mira 1024 32 32 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2539872325990988 0.0 0.0 0.0055966224190785 0.0192382539533382 0.0 0.0 5.549826454e-07 0.0327594293408338 0.281428552392005 0.0 0.0 0.0 0.0061869944143052 0.0038579638189597 0.0196595408924863 0.602786321664429 0.0051352991538876 0.0156303862872787 0.0 0.0 0.0 0.0 0.000503413383826 0.034266310058059 0.0 0.0 0.0087802947956577 0.0 0.0 0.0310346870032739 0.0 0.0 1.7281344796e-05 0.0 0.0 0.0 0.0 0.0474612019941863 0.0324421145663366 0.0 8.70732284e-08 0.0 2.6684496005e-09 58.111334 33.915122 11.136013 32 32 4377306581.998530798183609914
PMLB ANL BGQ Mira 2048 32 64 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2453037095681652 0.0 0.0 0.0028103999380369 0.0206798208318091 0.0 0.0 5.230887002e-07 0.0335546421219872 0.2685851359887075 0.0 0.0 0.0 0.0064855768696324 0.0039439471383919 0.0101794471408791 0.607092941489212 0.0044182888606257 0.0156519587751138 0.0 0.0 0.0 0.0 0.0005361821863983 0.036888217324166 0.0 0.0 0.0192251142650042 0.0 0.0 0.0145831779646882 0.0 0.0 2.02444920594e-05 0.0 0.0 0.0 0.0 0.0474222688565004 0.0346797372675703 0.0 2.489909817e-07 0.0 2.73192377219e-09 54.980028 30.875213 11.1434 32 64 4265734687.999014347784000788