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
BT-MZ SystemG 80 16 5 Class C=480.0 2.4 bt-mz.C.16 empirical 2.4 1 1.547042161446419 0.0146350165383235 0.0012182360242251 0.3365705778614523 0.0171031095055706 0.0 0.0083887362817253 0.0033791376810273 0.0187634599580127 1.532147910926361 0.0060834947314366 5.47763171142e-05 0.0004399808542355 0.0083970540217781 2.90927761111e-05 0.6033932983467253 0.3763024309202062 0.0245476777769614 0.0059871117121981 0.0059871117121981 0.0 0.0248533384598448 0.0059961421667977 0.0001066817082565 0.0268832934540545 0.0 0.906049631807304 0.0148585254804652 0.0 0.9933852864042486 0.5996553189967649 0.0002282250629818 3.19179913945e-05 0.0004860087888124 0.0 1.28709519333e-05 0.0 0.0311157107349366 0.0 0.0 2.2289886853e-06 4.759288431e-07 0.0 4.2046666888e-10 275.0826 104.2261 79.3261 16 5 55715595869.707026657
BT-MZ SystemG 80 16 5 Class C=480.0 2.8 bt-mz.C.16 empirical 2.8 1 1.494382084639137 0.013559523659023 0.0014565833712677 0.3056221357075967 0.0268313115224339 0.0 0.0077458358108872 0.0030601547275895 0.0304263883664199 1.488368162416159 0.0056435996086847 4.65941296502e-05 0.0003914581357904 0.0180034196758874 2.76464092439e-05 0.541191680537491 0.4037564067429826 0.0229380671107955 0.0055049720137101 0.0055049720137101 0.0 0.0225681716432389 0.0053562381941665 8.09130884799e-05 0.0484656902618705 0.0 0.8781075449881146 0.0132794077516964 0.0 0.9947230343400796 0.5472384132182914 0.0002039577148304 3.30824175141e-05 0.0004373811946302 0.0 1.17373072052e-05 0.0 0.0284512519898556 0.0 0.0 2.5972803042e-06 4.198417718e-07 0.0 3.6206222473e-10 291.0619 122.3952 78.9857 16 5 60516368467.71137057