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
eq3dyna systemg 40 8 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.265118673696164 0.0023874018870685 0.0018409025228867 0.0356451018513168 0.1272666227018973 0.0011308902294031 0.0007230578081048 0.0005681734347593 0.1841098594283417 1.331585126968417 0.0005372016240667 0.0001917981324804 0.0001307871242828 0.1097655863945705 0.0013287133036659 0.0749274036166588 0.3308640998311288 0.0046084193860416 0.0005823157018361 0.0005823157018361 0.0051217482204385 0.0045466685808335 0.000575079639605 1.38707251524e-05 0.2371032103468637 0.6077050264354404 0.6100490664201442 0.0023440399847038 1.59614884579329 0.993141155882828 0.0750323615536953 2.7076613957e-05 4.9911782331e-05 0.0013572436370531 0.0018373940015932 3.550569974e-06 0.0033247696858335 0.0051536010979318 0.3819671377639419 0.1585597836926242 5.987373994e-07 4.612416478e-07 0.0 5.048621061e-10 274.4768 97.987 85.3913 8 5 139298509732.220126315
eq3dyna systemg 40 8 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.250190710209683 0.0018189255840813 0.0013777231584263 0.0244958216533196 0.1344715947523795 0.0008305218526832 0.0005040416770733 0.0004021523840587 0.178264745186456 1.371656553788021 0.0004077906128755 0.0001594938181547 0.0001346898681431 0.1065692583282618 0.0009548665742432 0.0515161250620949 0.3683054189885052 0.0033371408182431 0.0004959351201446 0.0004959351201446 0.0039281276087062 0.0034183151446111 0.0005098124640951 1.05858662599e-05 0.2426747871476726 0.6633920590642384 0.6651155759634766 0.0017235168992383 1.673823771217718 0.9959229828053044 0.0521667935576558 2.11651167474e-05 5.24969870742e-05 0.0009219185976727 0.0013418146367101 2.6440512588e-06 0.0025260006930091 0.0038683538734687 0.4161273590888427 0.1846405145369549 4.214136522e-07 4.578647096e-07 0.0 5.3362227625e-10 270.8519 95.8151 85.2566 8 5 199875317705.123634257
eq3dyna systemg 40 8 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.263191213876453 0.0021235823551012 0.0016490923461891 0.0320057110402036 0.1239444582895075 0.0010036811615281 0.000632917028447 0.0005056400291773 0.1779094573156773 1.301186490181945 0.0004725810669002 0.0001701553389569 0.0001170253340913 0.106698274449341 0.00115250642666 0.0664679587149425 0.3492442514611092 0.004115796361091 0.0005041928936957 0.0005041928936957 0.0045341446915581 0.0040246499942189 0.0005094946973392 1.25674033343e-05 0.2355026911385783 0.620767440186897 0.6228211158425002 0.0020536756556032 1.614701493349401 0.9934985220287996 0.0677356416942734 2.37167072414e-05 4.26118631836e-05 0.0012205114623297 0.0016361685602272 3.1630988419e-06 0.0029704855694867 0.0046351598625884 0.3865658077998267 0.1644414197699276 6.863219516e-07 3.960189762e-07 0.0 4.3889829463e-10 288.4239 105.3015 84.3836 8 5 155108909815.633475249
eq3dyna systemg 40 8 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.32344826836261 0.0015611148254253 0.0011976899493682 0.0219351817665751 0.1355349286818067 0.0007640319370467 0.0004420905846671 0.0003512813315607 0.1737133066941478 1.351145901345308 0.0003969845052584 0.0001424571218594 0.0001229933566949 0.1016156796438869 0.0008176011183969 0.0456369745268845 0.3756148158651197 0.0029948455549318 0.0004288813276969 0.0004288813276969 0.0033907105709341 0.002961848633647 0.000428861937287 9.3448059844e-06 0.2390917049077178 0.6854044075894381 0.6869306653289357 0.0015262577394975 1.686812881440862 0.996055368932174 0.0449529622197268 1.70901147381e-05 5.2522320102e-05 0.0008509342988091 0.0011601841289516 2.2413691693e-06 0.002211334318039 0.0034124290385511 0.4133903002059505 0.1858302858595733 3.917898937e-07 3.915026386e-07 0.0 4.6238296061e-10 282.6471 104.9452 82.9385 8 5 227571260111.275578434