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
PMLB ANL BGQ Mira 1024 32 32 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2539872325990988 0.0 0.0 0.0055966224190785 0.0192382539533382 0.0 0.0 5.549826454e-07 0.0327594293408338 0.281428552392005 0.0 0.0 0.0 0.0061869944143052 0.0038579638189597 0.0196595408924863 0.602786321664429 0.0051352991538876 0.0156303862872787 0.0 0.0 0.0 0.0 0.000503413383826 0.034266310058059 0.0 0.0 0.0087802947956577 0.0 0.0 0.0310346870032739 0.0 0.0 1.7281344796e-05 0.0 0.0 0.0 0.0 0.0474612019941863 0.0324421145663366 0.0 8.70732284e-08 0.0 2.6684496005e-09 58.111334 33.915122 11.136013 32 32 4377306581.998530798183609914
PMLB ANL BGQ Mira 1024 1024 1 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2288922913548498 0.0 0.0 0.0207613802037369 0.0051999771535285 0.0 0.0 3.28870137e-08 0.0075063955781111 0.2441550034935402 0.0 0.0 0.0 0.0012602857457846 0.0005074224997029 0.0787915689990125 0.6911272356649916 0.008595326551525 0.006597801152398 0.0 0.0 0.0 0.0 7.26597238904e-05 0.0077593452272864 0.0 0.0 0.0150409055070141 0.0 0.0 0.1166410045125977 0.0 0.0 9.502258384e-07 0.0 0.0 0.0 0.0 0.049967036123967 0.0192193684390851 0.0 0.0 0.0 6.3569628522e-10 47.875108 27.61345 7.209106 1024 1 73034633172.242591762
PMLB ANL BGQ Mira 1024 512 2 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2058929953268996 0.0 0.0 0.017830008202678 0.0052431987463693 0.0 0.0 2.8601394e-08 0.007672587704897 0.222228295439635 0.0 0.0 0.0 0.0014010227722762 0.000629096423474 0.0680000379310831 0.7180438316979193 0.0075273486448809 0.0061702267553353 0.0 0.0 0.0 0.0 8.11823691588e-05 0.008241928841654 0.0 0.0 0.0136431510130911 0.0 0.0 0.1004835494945975 0.0 0.0 9.490861313e-07 0.0 0.0 0.0 0.0 0.0452429565537499 0.018213608440542 0.0 0.0 0.0 6.3542677094e-10 49.504975 28.541623 7.942885 512 2 84512551966.543998692
PMLB ANL BGQ Mira 1024 256 4 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1901631287728268 0.0 0.0 0.015132948548366 0.0056908458969937 0.0 0.0 2.41514368e-08 0.0090022752672158 0.2026568434841332 0.0 0.0 0.0 0.0017768079292355 0.0008895555001395 0.0571506101069171 0.7370058359760505 0.0068263398059723 0.0068863945073359 0.0 0.0 0.0 0.0 0.0001211008248029 0.0099030734221423 0.0 0.0 0.0134223603867851 0.0 0.0 0.084442637931456 0.0 0.0 1.1073972668e-06 0.0 0.0 0.0 0.0 0.0414445251694872 0.0182164189652991 0.0 0.0 0.0 6.326483534e-10 51.625079 29.904986 8.852507 256 4 99168137659.456998438
PMLB ANL BGQ Mira 1024 128 8 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1625456987436336 0.0 0.0 0.0114735051766827 0.0059821566002231 0.0 0.0 1.83223452e-08 0.010201604624835 0.172846933936779 0.0 0.0 0.0 0.002070594549271 0.0010210627626637 0.0434558390146268 0.7727919512957854 0.0053348113905378 0.0065558724205362 0.0 0.0 0.0 0.0 0.0001333057092443 0.0108125142797209 0.0 0.0 0.011950941906627 0.0 0.0 0.063845837604145 0.0 0.0 2.4220750113e-06 0.0 0.0 0.0 0.0 0.0346885269308938 0.0167489787202571 0.0 0.0 0.0 6.3166602195e-10 51.818792 28.575576 10.470204 128 8 130242680690.702299695
PMLB ANL BGQ Mira 1024 32 32 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1254575476400557 0.0 0.0 0.0067665995859507 0.0067045298687023 0.0 0.0 1.07687382e-08 0.0109731104318236 0.1424178459515865 0.0 0.0 0.0 0.0016187377000477 0.0009205655772336 0.019607147795056 0.8175877275053786 0.0030564627455127 0.0049566315326961 0.0 0.0 0.0 0.0 5.86342368667e-05 0.0122758764318537 0.0 0.0 0.0076779174979536 0.0 0.0 0.0286242398035624 0.0 0.0 2.2107817138e-06 0.0 0.0 0.0 0.0 0.0261799217617011 0.0133286248423447 0.0 1.3390202e-09 0.0 6.6502269919e-10 58.489873 35.909927 9.463117 32 32 222735222693.023156024
PMLB ANL BGQ Mira 1024 64 16 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1278434749020118 0.0 0.0 0.0065779704404782 0.0084259192279661 0.0 0.0 8.1073046e-09 0.0126489793658078 0.1603095847506957 0.0 0.0 0.0 0.0017585017486988 0.0014180928201383 0.024900463480562 0.794497637454267 0.0046729513600926 0.0065863160357934 0.0 0.0 0.0 0.0 0.0001505829224427 0.0119784852618559 0.0 0.0 0.0077822009656037 0.0 0.0 0.0322593303679174 0.0 0.0 8.031215577e-07 0.0 0.0 0.0 0.0 0.0319653889499414 0.0166466127088824 0.0 0.0 0.0 6.6298011674e-10 53.735516 31.040049 9.688718 64 16 229297742362.93938965