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
SP--MZ SystemG 224 32 7 Class D=1632.0 2.4 sp-mz.D.32 empirical 2.4 1 1.106452130854368 0.0189605896560124 0.0027631676862023 0.142699753560491 0.0488698432790845 0.0 0.0095813513826547 0.0044825503817268 0.0524579385876629 1.149329825711419 0.0075416551514439 9.04920057232e-05 0.0006161872626617 0.0252589969756681 0.0002137914359167 0.2746704334150153 0.4566166771044786 0.0408587875033131 0.0033867885957047 0.0033867885957047 0.0 0.0411673518619309 0.0032341861799916 2.84119639419e-05 0.0694354460215852 0.0 0.5628052418030135 0.0189822492825471 0.0 0.9880433340770052 0.271800738913193 6.61582505734e-05 0.0006295769051816 1.293187287e-07 0.0 1.86623719316e-05 0.0 0.0446705299370361 0.0 0.0 8.20272941e-07 4.62266958e-07 0.0 4.2202559634e-10 310.6204 117.9468 90.8866 32 7 443601019993.999731718
SP--MZ SystemG 224 32 7 Class D=1632.0 2.8 sp-mz.D.32 empirical 2.8 1 1.08072774255692 0.0168789207661458 0.0021670722372492 0.1235775270135447 0.0513494164934877 0.0 0.008744415252399 0.0039974943362941 0.0630042090187398 1.160070324128692 0.0052438906762443 8.29039402788e-05 0.0006455942388237 0.0263104159581763 0.0001941391791142 0.2482269109909955 0.4959502360547813 0.0367856741185266 0.0029037744979177 0.0029037744979177 0.0 0.0374112797745256 0.0030393430826145 2.57761666974e-05 0.074891586098189 0.0 0.5751230965633043 0.0168510101097252 0.0 0.9884467978745358 0.2486865843545062 6.05717681834e-05 0.0005641624910607 1.143991796e-07 0.0 1.79903923647e-05 0.0 0.0398370342318905 0.0 0.0 6.677111685e-07 3.786119252e-07 0.0 3.6083885943e-10 335.409 136.0573 91.3421 32 7 495040252267.10045529