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
BT-MZ SystemG 2 2 1 Class C=480.0 2.4 bt-mz.C.2 empirical 2.4 1 1.734719561315166 0.0162848411084536 0.0009885961663414 0.4069496260194204 0.0095568558076234 0.0 0.0095426418468191 0.0040923392275422 0.0058455120386574 1.733090434792304 0.0002291701324127 3.51115894121e-05 1.683949213e-07 0.0006843236046431 8.7666297349e-06 0.7266477145404729 0.3090209711794648 0.0288609164511158 0.0064709323519675 0.0064709323519675 0.0 0.0288049162294363 0.0064604220573757 4.16659734171e-05 0.0102196006019139 0.0 1.04003093937955 0.0161872192481957 0.0 0.9970979324176504 0.7241353241011033 8.72451604471e-05 2.5765334206e-06 0.0006134777762963 0.0 7.8857039414e-06 0.0 0.0357556072119737 0.0 0.0 4.402867868e-07 4.273823675e-07 0.0 4.1893133588e-10 242.375 78.9846 74.8947 2 1 1627888344918.047862121
BT-MZ SystemG 2 1 2 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.6779290771691 0.0163151889673284 0.0011520160629563 0.3934055546186802 0.0090832319859123 0.0 0.0092005632623644 0.0039570012248995 0.0055724133796875 1.670005314897762 0.0028161472016416 4.02149353262e-05 0.0001671375844379 0.0006916098158448 9.852510606e-06 0.7016444262371146 0.3301523878259341 0.0284215899439136 0.0063070083158639 0.0063070083158639 0.0 0.028667163000494 0.0064168519500758 5.41940824938e-05 0.0096453329631888 0.0 1.00455409845601 0.016363106404237 0.0 0.996708702208046 0.7017696343754778 0.0001164572406866 0.0001187275812622 0.0005886180474273 0.0 7.7436926597e-06 0.0 0.0349363996997604 0.0 0.0 5.963606515e-07 4.192528683e-07 0.0 4.1924876551e-10 257.7047 88.3863 76.1 1 2 1690740386886.345157601
BT-MZ SystemG 2 2 1 Class C=480.0 2.8 bt-mz.C.2 empirical 2.8 1 1.719072342667936 0.0163734005644742 0.0009801690240631 0.4010548366144462 0.0095483562506493 0.0 0.0094346217292054 0.0040632664633898 0.0059083926940466 1.71928739287835 0.0001711965643089 3.49974714889e-05 7.31690658e-08 0.0008157582188594 9.1510321706e-06 0.7200288564644247 0.3150921042744771 0.0284956205315329 0.0063743910504566 0.0063743910504566 0.0 0.028790403111867 0.0064853144057437 3.80342447659e-05 0.0103716810081844 0.0 1.03384031052584 0.0161195504953864 0.0 0.9972912338420744 0.7187518060222468 8.0409914692e-05 2.3775078664e-06 0.000608048170223 0.0 7.8469612709e-06 0.0 0.034971650277217 0.0 0.0 4.473575415e-07 3.760534734e-07 0.0 3.5910749609e-10 249.6587 83.983 75.2487 2 1 1642942465484.304950589
BT-MZ SystemG 2 1 2 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.644381325532805 0.0162864271065992 0.0011291698563462 0.3852318838009686 0.008767946218261 0.0 0.0091228358899337 0.0039048204172008 0.0059086740758614 1.651409292139282 0.0027638323174609 3.71389974684e-05 0.0001669697691038 0.0007224738450528 9.6247173284e-06 0.6916640391815124 0.3397094548251227 0.0277701314232931 0.0061975367472204 0.0061975367472204 0.0 0.027810375548066 0.0062595883159067 5.03749355097e-05 0.0095650820616913 0.0 0.9896191792719192 0.0159868594312378 0.0 0.9965591172324996 0.6906719711711274 0.0001101284311033 0.0001174050764299 0.0005806227243301 0.0 8.061094422e-06 0.0 0.0341169057065688 0.0 0.0 1.247282941e-06 3.593538336e-07 0.0 3.5937305699e-10 269.7438 96.8603 76.6582 1 2 1724044551890.935011077