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 512 64 8 Class D=1632.0 2.4 sp-mz.D.64 empirical 2.4 1 1.050294590516037 0.0171051063746362 0.0022458780046259 0.1249581179257133 0.0482099519825043 0.0 0.0088501983972366 0.0040188993797797 0.0590220745173457 1.065248582884336 0.0054614214000542 9.67379787025e-05 0.0005588272708958 0.0237668074252579 0.0001980828679924 0.2508990406141623 0.4907974329640328 0.0367326395382243 0.0029595105002505 0.0029595105002505 0.0 0.0375781007735655 0.0030231229735809 2.92141678343e-05 0.0778571208618574 0.0 0.527308379589938 0.0171008051771701 0.0 0.9869907235140308 0.2476465719346735 6.76277662293e-05 3.852214424e-06 1.598258967e-07 0.0 2.58249718544e-05 0.0 0.0402856815973067 0.0 0.0 7.381556661e-07 4.457566993e-07 0.0 4.1983410445e-10 314.994 119.2952 92.5143 64 8 201758618707.184925553
sp-mz SystemG 512 64 8 Class D=1632.0 2.8 sp-mz.D.64 empirical 2.8 1 1.021967134942188 0.0148154342300401 0.001938144136548 0.1064601642514677 0.0550940149258312 0.0 0.0075519853820713 0.0035229019997085 0.0657981191702229 1.042715533488611 0.0037806058909892 7.58799051981e-05 0.0004793058059516 0.0295189054908302 0.0001752602560502 0.2143281052514845 0.5011581806285937 0.0315770584851359 0.0025346935289437 0.0025346935289437 0.0 0.0317683814869186 0.0025079685341441 2.68851548036e-05 0.0870834827691829 0.0 0.5205733596747815 0.0146652097530699 0.0 0.9885445038704044 0.2153499786998079 5.86395177623e-05 5.327128307e-06 1.38471431e-07 0.0 2.06184376805e-05 0.0 0.0345326885342065 0.0 0.0 7.048155772e-07 3.823598895e-07 0.0 3.6086930995e-10 338.2571 138.375 92.7143 64 8 233086618010.421365287