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 60 12 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.310737463220353 0.0021438630600538 0.001644626249681 0.0321466782803109 0.1279361508693496 0.001014411782061 0.0006584441439149 0.0005194433447945 0.1870170425837606 1.341735123652095 0.0005221482997345 0.0001585337030421 0.0001535781540894 0.1138287696909643 0.0012080681043421 0.0680811169625817 0.3390947053892377 0.0041801344811996 0.0005236897600193 0.0005236897600193 0.0046739282829984 0.0041537790570267 0.0005201492259717 1.5093706456e-05 0.238492441565688 0.6229258574936529 0.6250530348717291 0.0021271773780763 1.618813073450625 0.9931124772452694 0.0674298372021657 2.91095648017e-05 4.24522067431e-05 0.0012681107752594 0.0016779188797768 4.4785089251e-06 0.0030760674222671 0.0047550752996177 0.4012228863851715 0.1584428615041112 7.568213278e-07 4.669765425e-07 0.0 4.6434488574e-10 273.6587 98.1348 84.8587 12 5 101648992913.488742843
eq3dyna systemg 60 12 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.356634191705593 0.0015728196873035 0.0011770597881448 0.0219206866647952 0.1329246866070608 0.00074534010849 0.0004551014067411 0.0003591372391821 0.1813177797561114 1.396545683742651 0.0004097984143557 0.0001406002493424 0.0001445450289351 0.1115894037401837 0.000840575650957 0.0459513056699303 0.3452686528619794 0.0029915407563198 0.0004438484043148 0.0004438484043148 0.0034899967435083 0.0030430197775421 0.0004469769659662 1.08529872245e-05 0.2388268296635316 0.687123258520099 0.6886952399858377 0.0015719814657386 1.686599706533901 0.9961425403399672 0.0460603560005183 2.15977291696e-05 5.13859618638e-05 0.0008572357212111 0.0012099370600383 3.2099303372e-06 0.0022857893565567 0.0034945318816122 0.4337992846094866 0.1808660184614415 8.11747644e-07 4.589862828e-07 0.0 4.8449437282e-10 268.6986 95.2014 84.0597 12 5 151805847758.163855076
eq3dyna systemg 60 12 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.293383234602674 0.0019151897933527 0.001485795296942 0.0281517277067082 0.1287289170012011 0.0009129577379443 0.0005774770319336 0.0004545255607451 0.1825261866042157 1.331544962112645 0.0004552768964822 0.0001435683390432 0.0001349480106096 0.108638221954453 0.0010311359992211 0.0599449173205705 0.3565530286591307 0.0036381730811365 0.0004540970270531 0.0004540970270531 0.0040800426639011 0.0036274350801509 0.0004526075837502 1.26778302821e-05 0.2353640265380477 0.6302472970499494 0.6321359474477569 0.0018886503978074 1.623400314757346 0.9936873838507936 0.0602429832634346 2.422462474e-05 3.72631444765e-05 0.0011219582552706 0.0015037730942602 4.0683037144e-06 0.0027193550169656 0.0042043162263114 0.4021869316761458 0.161683150882893 6.414145145e-07 3.976718859e-07 0.0 4.0174532814e-10 286.8667 102.0711 82.4756 12 5 113587033385.731906572
eq3dyna systemg 60 12 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.31614484523353 0.0014150728956265 0.0010907170574643 0.0192138549045972 0.1311432773207687 0.0006559244513779 0.0003995136834507 0.0003106014760219 0.1802795177383027 1.375776152426017 0.0003688858690227 0.000126076390665 0.000131326039827 0.10677925549467 0.0007316606265335 0.0404397983050242 0.380527380496626 0.0026307749849356 0.0003754751082915 0.0003754751082915 0.003019280160455 0.0026330048694827 0.0003862752909722 8.7613076666e-06 0.2444980074221574 0.6991278966624812 0.7004787400038153 0.001350843341334 1.698556199934664 0.9961462022782146 0.0410240840551449 1.71650834714e-05 4.47777703344e-05 0.000743947287591 0.0010625726740398 2.7520731322e-06 0.0020233611625504 0.0030949920408197 0.4337715968618761 0.1822743960292013 6.718248234e-07 3.918597624e-07 0.0 4.2200041375e-10 282.371 103.1667 83.4203 12 5 166991324424.975163902