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
eq3dyna systemg 160 32 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.318018296426673 0.001563205802234 0.0010997168528112 0.0210275166645895 0.1344598372726898 0.0005498873496997 0.0004792687444306 0.0003600386376684 0.1822805681030435 1.340010407443565 0.0007206286467208 0.0001049748252087 0.0001867949939349 0.1112635095049399 0.0008070210866319 0.0445512619410412 0.3814354929672727 0.0029350062174639 0.0003786358130533 0.0003786358130533 0.0032450836243836 0.0028727201167125 0.0003723635076711 1.5608943948e-05 0.2489415656402728 0.6979294042619232 0.69945100924291 0.0015216049809868 1.69362220161639 0.9949782183382736 0.0449633512869296 3.40197493053e-05 3.55046620876e-05 0.0009725748998799 0.0010423926838925 7.2290783209e-06 0.0023380890018131 0.0033802075579708 0.4287550822357968 0.1807239288793466 1.3310700695e-06 4.715334597e-07 0.0 4.2586143239e-10 256.4364 85.65 78.2818 32 5 52203471150.77715291
eq3dyna systemg 160 32 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.275809929894018 0.0012249544145431 0.0008549780671113 0.0152453117831385 0.1385912134397721 0.0004803254091034 0.0003621504502278 0.0002682555680175 0.1797926698023984 1.348439948959672 0.0006237688203534 0.0001038220958963 0.0001752062810474 0.1090670652023495 0.000591335280054 0.032867606002149 0.3655942572427366 0.0023129544387958 0.0003508812348951 0.0003508812348951 0.0026196950124776 0.0022778802904472 0.0003418147220304 1.27709841959e-05 0.2494506201956828 0.7144671204325111 0.71566132450916 0.0011942040766487 1.710484786258588 0.99630689603697 0.0324848910279192 2.56182633227e-05 4.43142849931e-05 0.0007226743563334 0.0008221998962491 5.4975679453e-06 0.0018192908156247 0.0026745225123422 0.4375456485631143 0.1886173477000871 9.907911551e-07 4.667365603e-07 0.0 4.3247723774e-10 263.4333 91.5133 78.6533 32 5 71426406535.113105072
eq3dyna systemg 160 32 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.306030772741483 0.0013355925119079 0.0009334083000293 0.0183023500613196 0.1361889815361909 0.000466412308862 0.0004183254075016 0.000310114765021 0.1779856175736262 1.328259146062133 0.0006856843935703 8.86568164092e-05 0.0001644591358138 0.1099666398666358 0.0006952772173221 0.0380409330410248 0.3459217770626372 0.0024534459322311 0.0003174391493641 0.0003174391493641 0.0028557981833803 0.0025304676568059 0.0003253305265744 1.34255692582e-05 0.2415809192217567 0.7031443537923141 0.7044516649993132 0.0013073112069992 1.689480886612985 0.9951351131278564 0.0381908788985747 2.69857589436e-05 3.53475742148e-05 0.000851375936946 0.0008973339759406 6.2254806518e-06 0.0019666508111686 0.0028930091438707 0.4337691310556669 0.1853590863284987 1.0924540368e-06 4.009608286e-07 0.0 3.649425222e-10 278.2095 98.1 79.6048 32 5 60491750500.649112903
eq3dyna systemg 160 32 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.324264703794515 0.0010790875577325 0.000726657736205 0.0135625674724643 0.1325470520834683 0.0004056010773506 0.0003164394423239 0.0002324111128699 0.176427912099575 1.349921536387356 0.0005536917015275 8.84337168808e-05 0.0001517391906487 0.1031265447361823 0.0005258735353127 0.0280696026237657 0.3830954311279077 0.0020050307337273 0.0002982422629489 0.0002982422629489 0.0022787452266908 0.0019837144603932 0.0002950307662976 1.0789152434e-05 0.2435827740533729 0.7237860886836427 0.7248235216908845 0.0010374330072418 1.717641707761427 0.996695435706416 0.028644257732529 2.18311406358e-05 0.0003066033629928 0.0006255575317715 0.0007152662755278 4.647411126e-06 0.0015993084222655 0.0023280582600438 0.4409898986576855 0.1917362778259372 1.0040817598e-06 3.94150977e-07 0.0 3.7278728174e-10 268.0345 106.1862 81.369 32 5 81925101783.114281414