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 128 32 4 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2471636814528083 0.0 0.0 0.0176176201440922 0.0092166992488516 0.0 0.0 2.184906959e-07 0.0151747541916035 0.2680786207057271 0.0 0.0 0.0 0.0031957383544394 0.0016371632249897 0.0663371351089258 0.6450725042172131 0.0075371651791528 0.0091168877410137 0.0 0.0 0.0 0.0 0.0002277801997321 0.0164676699086465 0.0 0.0 0.0165225072140292 0.0 0.0 0.0977418435726541 0.0 0.0 5.1940651893e-06 0.0 0.0 0.0 0.0 0.0529113949969311 0.024954234480377 0.0 0.0 0.0 1.39488632801e-09 56.66887 33.692036 9.918567 32 4 11288192940.039425256019575631
PMLB ANL BGQ Mira 128 128 1 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1783433160656654 0.0 0.0 0.0177672276875723 0.0028673137569025 0.0 0.0 3.536693e-09 0.0039268620338572 0.1885893739949099 0.0 0.0 0.0 0.0005896328209267 0.0002371074380216 0.0670761909159038 0.7653853491587237 0.0072788358491046 0.0056094363121144 0.0 0.0 0.0 0.0 3.90964284286e-05 0.0042177447510012 0.0 0.0 0.0128538034005309 0.0 0.0 0.0989189764329417 0.0 0.0 8.17584051e-08 0.0 0.0 0.0 0.0 0.0391747938130012 0.0146431799298738 0.0 0.0 0.0 6.3798400585e-10 49.975899 28.878327 8.587693 128 1 676414280049.306035436
PMLB ANL BGQ Mira 128 64 2 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.174206263967232 0.0 0.0 0.0170877116130575 0.0030777462358022 0.0 0.0 3.3947948e-09 0.0043013472087069 0.1841582985391098 0.0 0.0 0.0 0.0006618740780269 0.000296158560899 0.0643565206469738 0.7695575422522429 0.00703959202406 0.0056651453503661 0.0 0.0 0.0 0.0 4.52041793012e-05 0.0045765986018086 0.0 0.0 0.0126361957479257 0.0 0.0 0.094929204082513 0.0 0.0 8.61044004e-08 0.0 0.0 0.0 0.0 0.0386156835286851 0.0148067413292695 0.0 0.0 0.0 6.3763378648e-10 49.669358 29.309712 7.576225 64 2 704821354403.08326116
PMLB ANL BGQ Mira 128 32 4 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1660917674244696 0.0 0.0 0.0143672027405338 0.0050991575984787 0.0 0.0 2.9785426e-09 0.0057548679418698 0.178697299126916 0.0 0.0 0.0 0.0008314391900847 0.0003986726862235 0.056509572494979 0.7746304901241534 0.0062292558558638 0.0054268977920842 0.0 0.0 0.0 0.0 2.44669214337e-05 0.006134143439979 0.0 0.0 0.0102155540474908 0.0 0.0 0.0833608918314978 0.0 0.0 1.132520777e-07 0.0 0.0 0.0 0.0 0.0359704178027055 0.0138926329604082 0.0 0.0 0.0 6.3516136128e-10 52.106406 31.554264 7.561581 32 4 862469615431.327390961