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 70 10 7 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.804821680600475 0.0097580699492219 0.0029666017490177 0.1345685581743604 0.0323190128630265 0.0 0.0024061627174744 0.0029977115641625 0.0355254233449803 0.8681294388812518 0.0080151217008759 0.0003218061456452 8.12713833093e-05 0.0195984906764697 0.0010329095723312 0.2554920582447777 0.3993585461476738 0.0182814948715802 0.0008632747274177 0.0008632747274177 0.0 0.0181750231336169 0.0008568781740056 9.14037506344e-05 0.0539468952353127 0.0 0.3491336611872783 0.0095794000299764 0.0 0.9941111169045798 0.2553165042070801 0.0001648699228381 1.44711921077e-05 0.0096754358180356 0.0 6.9059494245e-06 0.0 0.0192452743949409 0.2424327143813135 0.0765167193964176 4.91432988e-07 4.594531777e-07 0.0 4.2529755873e-10 303.3312 113.6032 92.8247 10 7 221763767658.671695475