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 15 3 5 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8535188820197044 0.0081945948270308 0.0031007472925736 0.1475223330527503 0.0312251751257938 0.0 0.0019385223976323 0.0031956864693643 0.0311619433042708 0.9024539547024248 0.0074519054630813 0.0002295698303667 6.2517274467e-05 0.0181283826426857 0.0008519152113068 0.2794902013507339 0.3890885041565099 0.0154497400416195 0.0008193436024848 0.0008193436024848 0.0 0.0154585946780181 0.0008264418415726 8.51111476122e-05 0.0504308871011039 0.0 0.3772953377561715 0.008047542484498 0.0 0.9943730408486352 0.2791061335057359 0.0001817116199441 0.0053048321859275 0.0106103914725262 0.0 5.7243281546e-06 0.0 0.0164432086794217 0.2598239440028365 0.0816907559050706 1.3513462793e-06 4.901694136e-07 0.0 4.2543077836e-10 289.594 107.4393 91.3429 3 5 199061972729.057439792