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
bt-mz.C systemg 2 1 2 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.801258944222677 0.0158416571432175 0.0011706873429073 0.3990930743971148 0.0412116224105243 -0.0075187495769862 0.0086867060510331 0.0040005706621337 0.0330834447194596 1.823137621065187 0.0028215904932532 3.61831689071e-05 0.0001710046862348 0.0079260775753785 0.0004695169227427 0.7107949360790267 0.3167847405518073 0.0270064312938097 0.0058563789658553 0.0058563789658553 0.0327896498777302 0.0269445224838724 0.0058451273938578 2.69310275228e-05 0.0495026235320951 0.8635947159816936 0.8793824946843364 0.0157877787026428 1.874348945662207 0.9957704479254732 0.709329113622423 5.54671499506e-05 9.21755328315e-05 2.964483321e-07 0.0011645215676068 5.5667367576e-06 0.0317536438040292 0.0329255378284184 0.0 0.0 6.177632189e-07 3.589530262e-07 0.0 3.5911287363e-10 269.5028 98.9488 76.377 1 2 1685607521894.842408521