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 72 9 8 Class C=480.0 2.4 bt-mz.C.9 empirical 2.4 1 1.572302676244804 0.0130628814770971 0.0012509767150462 0.3405875528671801 0.0390481182259442 -0.0058556670173016 0.0070987971820549 0.0033647053679258 0.0361413881139901 1.588926141391865 0.0048188449176672 5.94769733417e-05 0.0002755515074353 0.0108503236401592 0.000384451799237 0.6047038398500021 0.3584724398796232 0.0207101068755268 0.0049970743092002 0.0049970743092002 0.0254640979319699 0.0205292583032312 0.0049348396287388 7.09441583418e-05 0.0545012829287551 0.7434585770863917 0.7563443150124424 0.0128857379260506 1.75341770949536 0.9929261791859956 0.6016251039199321 0.000141641720399 6.5371854467e-06 3.495688471e-07 0.0012529736585987 7.9149770567e-06 0.0245539773763334 0.0258069111278998 0.0 0.0 1.2361221086e-06 4.392557981e-07 0.0 4.2248585008e-10 297.1143 123.4643 83.0143 9 8 66910747412.362189662