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
SP--MZ SystemG 16 16 1 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.5771109570786 0.0272389568417242 0.0057922848183504 0.2062361918803263 0.0589306133897853 0.0 0.0145229563706862 0.0066551231613412 0.0546989111156264 1.605193471271408 3.1975934626e-05 5.40055591118e-05 2.5797073e-07 0.0190234209729271 0.0003085771502342 0.414227461885566 0.4275761819161326 0.0663222638231401 0.0038571547129407 0.0038571547129407 0.0 0.0663125822398787 0.0038561206115977 1.00756135919e-05 0.07843277801938 0.0 0.81812394828824 0.0272441568785399 0.0 0.9924351534103047 0.4139681491954247 2.29229996507e-05 0.0073315454345754 1.555133028e-07 0.0 9.5034655688e-06 0.0 0.0702415921892471 0.0 0.0 2.711266979e-07 4.198596178e-07 0.0 4.1906321163e-10 257.1004 84.7379 82.174 16 1 3777329853992.557203941
SP--MZ SystemG 16 8 2 Class D=1632.0 2.4 sp-mz.D.8 empirical 2.4 1 1.515966983915141 0.0272766915169905 0.0027448495509585 0.1975102824188125 0.0568328264499971 0.0 0.013904390948146 0.0063764573004917 0.0534339422113118 1.537532666656772 0.0030645312423368 6.90172397348e-05 0.0003816064742299 0.0188929104717945 0.0002985584286736 0.3963853807614715 0.4451213209304117 0.0638517483377324 0.0042143691916723 0.0042143691916723 0.0 0.0636675161495877 0.0042034323173092 1.15530441918e-05 0.0762782100359029 0.0 0.7818187503746733 0.0272190823419341 0.0 0.9913287625765757 0.3960601938000609 2.8112699643e-05 0.005588859229779 1.486699673e-07 0.0 1.43414606814e-05 0.0 0.0680152215813034 0.0 0.0 2.530553618e-07 4.362018109e-07 0.0 4.1916645565e-10 270.6766 95.8564 81.5936 8 2 3939836489155.856429515
SP--MZ SystemG 16 16 1 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.540338965113947 0.0263967257945501 0.0056006825602389 0.1995240946579916 0.0581226641262685 0.0 0.0140357679433197 0.0064435555937426 0.0543869168684045 1.565479300495852 4.00191266702e-05 5.20931922777e-05 1.800400278e-07 0.0194514923476912 0.0003009949839491 0.4013346712497253 0.4418185599727501 0.063994635357506 0.0037417495494356 0.0037417495494356 0.0 0.063922560585155 0.00373733182686 9.8788350526e-06 0.0764212641184254 0.0 0.7989531845138349 0.0263973909160475 0.0 0.992514964689934 0.4002985589087875 2.19209969422e-05 0.0071163613941403 1.510008751e-07 0.0 9.3317739367e-06 0.0 0.0676335508685779 0.0 0.0 1.895472665e-07 3.616980679e-07 0.0 3.5929759365e-10 267.1153 91.6309 82.5803 16 1 3901513699993.01969998
SP--MZ SystemG 16 8 2 Class D=1632.0 2.8 sp-mz.D.8 empirical 2.8 1 1.475810842404104 0.0263850752893395 0.002648448637426 0.1902085251723977 0.0563596819554213 0.0 0.0135854511791881 0.0061267941482432 0.0532042577035906 1.500126580824367 0.0030135626075787 5.78787242971e-05 0.0003825593112225 0.0187535640652633 0.0002829873340219 0.381840097189513 0.4560083487343027 0.061034568257246 0.0040375112187632 0.0040375112187632 0.0 0.0614044822856277 0.0040603187670172 1.15882044863e-05 0.0757255397976631 0.0 0.7643726569068162 0.0264284290010921 0.0 0.9911107102642508 0.3833500067347738 2.68946928394e-05 0.0054243378610013 1.442400361e-07 0.0 1.3971417556e-05 0.0 0.0659640312219425 0.0 0.0 3.408249305e-07 3.709531853e-07 0.0 3.5931212763e-10 287.4893 108.6478 82.4653 8 2 4072113912911.623589219