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 24 3 8 Class C=480.0 2.8 bt-mz.C.3 empirical 2.8 1 1.500801039707842 0.0127156047025498 0.0012442304987971 0.3209087422566612 0.0372754996425798 -0.0058249770645828 0.00706968822366 0.0032144092327414 0.0354939235372134 1.512689805483239 0.0045316365931625 6.75094225679e-05 0.0002720638160927 0.0126888510141978 0.0003438116348822 0.5747297731015725 0.3821491806337343 0.0207946838854548 0.0050105076511788 0.0050105076511788 0.025598199625727 0.0205831722781493 0.0050150273475776 6.50341095069e-05 0.0491652752203749 0.7072206159149942 0.719857676925499 0.0126370610105048 1.73780872222111 0.9931854094863862 0.5755459631692994 0.0001315994693219 5.3726936417e-06 2.843492092e-07 0.001243131693534 5.8274683491e-06 0.0243891945528354 0.0256279264537084 0.0 0.0 1.1982845721e-06 3.771975524e-07 0.0 3.599393674e-10 333.5716 144.35 83.9122 3 8 208775571126.927529295