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
gtc_bench ANL BGQ Mira 128 32 4 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3193171179179625 0.0 0.0 0.0306218527753367 0.0086677319036202 0.0 0.0 0.0003848670380688 0.012969501792725 0.3430466980652785 0.0 0.0 0.0 -0.0010908757795374 0.0020785646534611 0.1193077476215462 0.5868381047044567 0.0039940245609907 0.0066924910276841 0.0 0.0 0.0 0.0 0.0002678646378382 0.0156653785672943 0.0 0.0 0.0104319003815154 0.0 0.0 0.169285033777776 0.0 0.0 9.87828843242e-05 0.0 0.0 0.0 0.0 0.0925586033395911 0.0324098127732679 0.0 0.0 0.0 6.2620215542e-10 52.854139 31.692325 7.957208 32 4 919972500914.838834459
gtc_bench ANL BGQ Mira 128 64 2 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3169505991736478 0.0 0.0 0.030728903592558 0.0083182691274072 0.0 0.0 0.0003868519657775 0.0124094873110901 0.3406627727660789 0.0 0.0 0.0 -0.0013076339110264 0.0020618858775533 0.1194335638077566 0.5907073666909896 0.0040722851322536 0.0068774108005575 0.0 0.0 0.0 0.0 0.0002399558926076 0.0150593669087724 0.0 0.0 0.0107026335529585 0.0 0.0 0.169338262161684 0.0 0.0 5.00773188763e-05 0.0 0.0 0.0 0.0 0.09199161482605 0.0318642351547794 0.0 0.0 0.0 6.254807147e-10 51.409889 30.474756 7.83405 64 2 1811623265704.502143941
gtc_bench ANL BGQ Mira 128 128 1 particles per cell=100.0 1.6 gtcmpiomp-p empirical 1.6 1 0.3232159558992005 0.0 0.0 0.031693574437703 0.0079667652811486 0.0 0.0 0.0003991504294446 0.0119773175220058 0.3465531808042953 0.0 0.0 0.0 -0.0015128737614746 0.0019024934760753 0.1230173021750644 0.586358497368455 0.004165970692369 0.0066601945699549 0.0 0.0 0.0 0.0 0.0001983767038178 0.0147232719689933 0.0 0.0 0.0104779487424544 0.0 0.0 0.1739492004999263 0.0 0.0 2.90722453228e-05 0.0 0.0 0.0 0.0 0.0942562285448764 0.0321670363530666 0.0 0.0 0.0 6.274304703e-10 50.148803 30.55033 6.840666 128 1 3495189180008.174046755
gtc_bench systemg 128 16 8 particles per cell=100.0 2.4 gtcmpiomp-orig empirical 2.4 1 0.7792205799982252 0.0065046444905938 0.0024262029489739 0.1106203460437019 0.0419351606545971 0.0007231634662325 0.0016631280315284 0.0022966661033579 0.0426667140344278 0.8233287100782255 0.0052851592383729 0.0004349545864132 3.32842521572e-05 0.0268210602857347 0.0008955158900833 0.2026947751452606 0.3691944316312102 0.0105349767168351 0.0006052478128031 0.0006052478128031 0.0119937594542572 0.0113557916315908 0.0006379678226664 7.95562643817e-05 0.0686162002946229 0.3520596623698589 0.3581387669335721 0.0060791045637132 1.340134671496455 0.9818431202800404 0.2038066139152885 0.0001623317904985 1.32928765542e-05 0.0072995080544178 0.0023737354186189 1.11556506845e-05 0.0094009797901035 0.011732606416777 0.2408014762935737 0.085339274497528 3.4487600364e-06 4.495408049e-07 0.0 5.0928378849e-10 292.7054 104.7089 87.7292 16 8 330570066836.725356846
gtc_bench systemg 128 16 8 particles per cell=100.0 2.8 gtcmpiomp-orig empirical 2.8 1 0.7569411831220801 0.0058207950317653 0.0021587801567301 0.0997459802166184 0.0443220681688895 0.0006240293120321 0.0014654666651696 0.0020221000916002 0.0457556650486989 0.7964744745062313 0.0047668098937681 0.0003901919253936 2.93159564456e-05 0.0275706466286111 0.0009066952304325 0.1878295333783744 0.3786967772004066 0.0100744892374543 0.0005820056835758 0.0005820056835758 0.0107700296409608 0.0101822226972956 0.0005878069436652 7.45071225879e-05 0.0708783464591071 0.3367863314393429 0.3425534791057936 0.0057671476664507 1.327554923268429 0.9818342981558325 0.1893142672595022 0.0001439420790558 1.54598943575e-05 0.0066671416343649 0.0020703520096787 1.04205599182e-05 0.0089110158349222 0.0111418064172855 0.2330849643869894 0.0855476776032226 3.1543033465e-06 3.86088841e-07 0.0 4.5108609542e-10 310.8061 120.5939 87.4861 16 8 368664644484.687228757