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
gtcmpi systemg 5 1 5 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8934375028915694 0.0076413615614368 0.0028872487744821 0.149211252664925 0.0374873665607091 0.0 0.0017083304438894 0.0032787524396918 0.0377982157836836 0.9419677724448892 0.002741700549245 0.0001472940434957 5.30206856721e-05 0.0192171884004526 0.0007870116332482 0.2875779930245357 0.3526796017450895 0.0160669969526409 0.0007807904305896 0.0007807904305896 0.0 0.0158390083586096 0.0007847906669004 7.54305232306e-05 0.0543102492863926 0.0 0.3875420407574366 0.0074414913367788 0.0 0.9954262940831576 0.2858677528064073 0.0001570550057797 0.0057821790400624 0.0107782854576756 0.0 4.8528061168e-06 0.0 0.0160517518053621 0.2676169454588125 0.0823935076930485 3.671702101e-07 4.707785711e-07 0.0 4.2272881665e-10 292.705 107.3237 90.7525 1 5 192567243570.240292489