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 80 16 5 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.261470025359664 0.0216637766626995 0.002545670363999 0.1618557715556442 0.0510947440747315 0.0 0.0116697437436539 0.0051984885237208 0.0439478224179363 1.311430608659438 0.0074166690135617 8.02482464375e-05 0.000618659202275 0.0154471793427419 0.0002540669965813 0.3237328887255014 0.516560573087158 0.0505764379033565 0.0037829319018942 0.0037829319018942 0.0 0.0498186275585343 0.0036614395613493 3.00770848566e-05 0.0626369963875052 0.0 0.6447405708476178 0.0218079462931354 0.0 0.9886599953151086 0.3264657793500008 5.23809242214e-05 0.0058828375699457 1.273904331e-07 0.0 1.85568625881e-05 0.0 0.0555767473775893 0.0 0.0 5.23986286e-07 4.509972642e-07 0.0 4.1968032807e-10 301.9281 112.9227 87.9563 16 5 1072164995365.111443404
SP--MZ SystemG 80 16 5 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.186931472172704 0.0208184319943429 0.0035511000159449 0.1484144858929417 0.052778904869359 0.0 0.0104482265021768 0.004739433442604 0.058027699364224 1.21598387389019 0.0129143287139509 7.49285712018e-05 0.0005861881247207 0.0230237721738853 0.0002298399886157 0.2990752070488826 0.5129876986326974 0.0455695441218902 0.0038145426843863 0.0038145426843863 0.0 0.0459784750918638 0.0033672886979627 2.72203123323e-05 0.0690602994820179 0.0 0.6157915122658837 0.0204983963407435 0.0 0.988832234483066 0.3000248865728532 6.21747782246e-05 0.0055548641774107 1.182767691e-07 0.0 2.08748849919e-05 0.0 0.0497405161157536 0.0 0.0 1.0441454213e-06 4.262304709e-07 0.0 3.6292315593e-10 326.0094 130.9679 88.9783 16 5 1142971547067.688368429