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 7 1 7 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.221109695191718 0.0049298609864065 0.0037463726234718 0.0714835555708305 0.0976393933509912 0.0023325670841949 0.0014277985112808 0.0010626155693814 0.1794312288451564 1.308142582522442 0.0008374772526747 0.0006625383264422 0.0002272151671954 0.1034410311161611 0.0023719895071923 0.1458172585052578 0.3750478315844423 0.0082208931088734 0.0014107672483318 0.0014107672483318 0.0097401671928829 0.008324046780339 0.0014161204125439 3.41512890763e-05 0.202935074613749 0.4149234140934552 0.4197412112783754 0.0048177971849202 1.396640912717324 0.9783067530843362 0.1451447808959521 6.17490060577e-05 0.0001633435364915 0.00285120654298 0.0037186848308629 2.066716606e-06 0.0062894842508471 0.0100128551959226 0.2950390204815392 0.0963681940611342 2.566050025e-07 4.367468982e-07 0.0 9.5071199588e-10 305.6907 106.2813 95.7961 1 7 519005668528.748300577
eq3dyna systemg 7 1 7 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.265794768293917 0.0044889862210886 0.003384089075571 0.0566147961674709 0.1002503154506191 0.0021872675402347 0.0011889524515555 0.0008656758416723 0.1736931440004135 1.333993251509559 0.001207840947345 0.0006903696918687 0.0004089948061562 0.0977637459071921 0.0022194976009974 0.1162881965703144 0.4246792850896817 0.0073397974430918 0.0015283150614678 0.0015283150614678 0.0088436383559193 0.0072961935757947 0.0015474447801246 2.84168847627e-05 0.198373301932901 0.4449331439583244 0.4493230809440748 0.0043899369857504 1.433404218535161 0.9847491661157118 0.1178720987529462 5.07472624046e-05 0.0002496231414557 0.0022735461596334 0.0033682556973214 1.9272131764e-06 0.0056445517232107 0.0090281869967352 0.3111828563037435 0.1158483346372733 2.660607481e-07 4.337336477e-07 0.0 1.13264563983e-09 307.1939 107.2288 97.9284 1 7 647685449184.359661121673626353
eq3dyna systemg 7 1 7 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.178359573675305 0.0046559246948022 0.0035099962303459 0.0691565910539227 0.0947366699805907 0.0021653445941399 0.0013536717479294 0.0010108977342566 0.1702293872945759 1.267721961056608 0.000751841137255 0.0006079460206806 0.0001992976885627 0.097997811955427 0.0022791127705657 0.1399717115088091 0.39540281834435 0.0079909596305478 0.0013143438513326 0.0013143438513326 0.0092140669030869 0.0078922330717834 0.0013218338313035 2.95306414052e-05 0.1960007983743133 0.3974280742490799 0.4019672694219971 0.0045391951729172 1.376947524228105 0.9763559496116812 0.1408635659285717 5.46069743929e-05 0.0001952940508402 0.0027420498298693 0.0035431377469136 2.1726258507e-06 0.0059240874809003 0.009462682199537 0.2811287108506152 0.0918068326614508 2.396521257e-07 3.712780402e-07 0.0 8.6336929739e-10 328.5325 124.7431 96.8933 1 7 538863869037.7740999
eq3dyna systemg 7 1 7 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.178730828930542 0.0042353746750497 0.0031988009463049 0.0538658967490865 0.0957735769499317 0.0020569821039627 0.0011145863738762 0.0008358014792901 0.1670681505862046 1.297665605817143 0.0009527025180562 0.0006381672465281 0.0003657190651795 0.093948722813882 0.0020837561704739 0.1109976627329886 0.4488946321572923 0.0070222881224076 0.0014196384284946 0.0014196384284946 0.0084187729834816 0.0070074924121928 0.0014112805712888 2.57394861158e-05 0.1924148809609843 0.4268635567906575 0.4309709699447085 0.0041074131540511 1.421513639176618 0.9852286538537378 0.1113983980233938 4.79324493063e-05 0.0002229377547244 0.0021893302887177 0.0031832150904574 2.2476719258e-06 0.005346889599809 0.0085347316896154 0.2956370955400767 0.1100117422674542 2.555982826e-07 3.705656599e-07 0.0 9.9886405845e-10 329.2504 121.9327 98.4738 1 7 695910327456.031411879