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 160 32 5 Class D=1632.0 2.4 sp-mz.D.32 empirical 2.4 1 1.305099947035989 0.0221061093383717 0.0024039712248788 0.1654286824342375 0.0493440878245264 0.0 0.0115469775778519 0.0053013293025955 0.0470878881179004 1.285347358574771 0.0149326723744171 8.93583756275e-05 0.0011030748358251 0.0240643417038651 0.0002416101966529 0.3387039990506316 0.4714698607723751 0.0503553626698347 0.0042626629069212 0.0042626629069212 0.0 0.0509742141851483 0.0038477917041296 3.17150005422e-05 0.0638816023158282 0.0 0.6521140511829813 0.0228648030210237 0.0 0.9885459895915572 0.3312815800124934 7.11987892269e-05 0.0007426422355216 1.432677753e-07 0.0 2.27294341613e-05 0.0 0.0550188807206638 0.0 0.0 1.1372286834e-06 4.947039026e-07 0.0 4.1963460451e-10 301.7134 112.9189 87.8986 32 5 520274252060.156915585
SP--MZ SystemG 160 32 5 Class D=1632.0 2.8 sp-mz.D.32 empirical 2.8 1 1.201841993870132 0.0210009313279125 0.0036393321890197 0.1498742252078067 0.0557767051536383 0.0 0.0106337594195256 0.0048611994662474 0.0517389980600568 1.270452892278503 0.0080998584858537 8.02148184873e-05 0.0009619339259495 0.0231470450513395 0.0002296511796724 0.3026802121267175 0.5282062125000085 0.0459171243183777 0.0038936302451619 0.0038936302451619 0.0 0.0467305172679958 0.0035157972893754 2.68206906207e-05 0.0728679305216239 0.0 0.65002886689681 0.0205603048620585 0.0 0.9882017729390044 0.3036512421378317 4.96104538638e-05 0.0006791756735978 1.301864823e-07 0.0 2.13792176234e-05 0.0 0.0504867246554296 0.0 0.0 1.1665878183e-06 4.230762207e-07 0.0 3.6309400962e-10 325.7911 130.7709 89.2251 32 5 563342552013.100325629