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 24 8 3 Class D=1632.0 2.4 sp-mz.D.8 empirical 2.4 1 1.451529106602227 0.0260556504493815 0.0025732185365934 0.1875653505163324 0.0558978615187678 0.0 0.0131918501941144 0.0060327164787681 0.0528239252464708 1.464854477526564 0.0042270594996277 5.77449661438e-05 0.000544743978461 0.018863733580183 0.0002872723866968 0.3769864074835822 0.4401705284789277 0.0605379221876466 0.0041799326601835 0.0041799326601835 0.0 0.0610345757264861 0.0042039723340642 1.5417167979e-05 0.0763652705072164 0.0 0.7409112698482985 0.0259288042373955 0.0 0.9902796879685866 0.3747913357612054 3.53757310888e-05 0.0054036302174909 1.439875962e-07 0.0 1.83407716169e-05 0.0 0.0647547304981478 0.0 0.0 3.4056349e-07 4.211315608e-07 0.0 4.1924998236e-10 283.122 103.9951 83.4552 8 3 2856777603800.970616694
SP--MZ SystemG 24 8 3 Class D=1632.0 2.8 sp-mz.D.8 empirical 2.8 1 1.405436449601574 0.0247776818546907 0.0024507829527066 0.1783546480662203 0.0559683731855245 0.0 0.0124882074095317 0.0057488192540631 0.0527938863442435 1.424982492112407 0.003989436610455 6.87821340912e-05 0.0005021780007352 0.0195480189537059 0.0002670226442957 0.3574322290334131 0.4537497745948946 0.057554458735231 0.0039754674181228 0.0039754674181228 0.0 0.0576988269124381 0.0039836502930919 1.46744841998e-05 0.0739337389257074 0.0 0.719171625024554 0.0247799663104186 0.0 0.9901837536871204 0.3577398617289713 3.3479080469e-05 0.0051577897452295 1.373932417e-07 0.0 1.75599985509e-05 0.0 0.0615685128580369 0.0 0.0 3.019454674e-07 3.600724389e-07 0.0 3.5942971197e-10 303.698 118.3047 83.8976 8 3 2999218150585.103950776