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 4096 1024 4 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2089465846250972 0.0 0.0 0.013828402912438 0.0094984626688693 0.0 0.0 8.75776963e-08 0.0140863526815572 0.2326351118618006 0.0 0.0 0.0 0.0023024564072995 0.0012580180475574 0.0517636541166323 0.6833882577837098 0.0065227120677775 0.007566669980633 0.0 0.0 0.0 0.0 0.0001613931880824 0.0150409169260181 0.0 0.0 0.0131139739925704 0.0 0.0 0.0781671626027881 0.0 0.0 2.3111727369e-06 0.0 0.0 0.0 0.0 0.0458851862000421 0.0210884208183971 0.0 0.0 0.0 6.519445917e-10 49.082665 29.065429 7.074698 1024 4 27374812564.151837875
PMLB ANL BGQ Mira 4096 512 8 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1941725993710691 0.0 0.0 0.0113397418272103 0.0092953571923455 0.0 0.0 7.09520068e-08 0.0150989814436008 0.2135165579158059 0.0 0.0 0.0 0.0027330486526512 0.001487206454936 0.0427993269936123 0.7092268278665957 0.0056200072723516 0.0075345482212621 0.0 0.0 0.0 0.0 0.0001978662551736 0.0162274519681799 0.0 0.0 0.012863769346144 0.0 0.0 0.0633736877907222 0.0 0.0 2.4506968653e-06 0.0 0.0 0.0 0.0 0.0410045219192884 0.0203862774724739 0.0 0.0 0.0 6.4797907402e-10 52.158457 30.118228 9.181184 512 8 33574280207.895285205
PMLB ANL BGQ Mira 4096 256 16 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1654451318845188 0.0 0.0 0.0078008461003078 0.0088556806465612 0.0 0.0 4.9710203e-08 0.0149061236897929 0.1830573787167963 0.0 0.0 0.0 0.0029159224981996 0.001564503637605 0.0290359540779906 0.7544544794697318 0.0044165444924869 0.0075209583844318 0.0 0.0 0.0 0.0 0.0002184066413893 0.0165335963866689 0.0 0.0 0.0116508948650479 0.0 0.0 0.0433735926985829 0.0 0.0 3.5486214769e-06 0.0 0.0 0.0 0.0 0.0365386339284128 0.0206461444568753 0.0 0.0 0.0 6.448201846e-10 53.051198 28.86517 11.410488 256 16 48597828896.189302074
PMLB ANL BGQ Mira 4096 128 32 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1589794788981814 0.0 0.0 0.0053316880164746 0.0098319385343095 0.0 0.0 3.3967786e-08 0.0173836254117914 0.1723472189914318 0.0 0.0 0.0 0.0035745649605756 0.0021611226686793 0.0200121591316141 0.7592350594077913 0.0035304024688434 0.007405725265949 0.0 0.0 0.0 0.0 0.0003098542587738 0.0193736981900969 0.0 0.0 0.0110697009777996 0.0 0.0 0.0292589909336426 0.0 0.0 3.6316999515e-06 0.0 0.0 0.0 0.0 0.0334392266001195 0.0212534782294835 0.0 5.7114046e-09 0.0 7.5159513545e-10 55.731018 32.425927 10.463864 128 32 70584992501.630220603
PMLB ANL BGQ Mira 4096 64 64 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1269473677617053 0.0 0.0 0.0020762380693565 0.0112426577557405 0.0 0.0 1.25244384e-08 0.0170500789431193 0.1797550505384446 0.0 0.0 0.0 0.002070984121413 0.0038211302900066 0.0074471926518791 0.7457457969501508 0.0016499795527827 0.0041826402656185 0.0 0.0 0.0 0.0 0.0001213136502685 0.0153514036802265 0.0 0.0 0.0058492771424477 0.0 0.0 0.0113508162783203 0.0 0.0 1.8414163468e-06 0.0 0.0 0.0 0.0 0.0238340356290255 0.012896766059765 0.0 6.8020962e-09 0.0 6.7614798071e-10 54.168329 31.227194 10.250902 64 64 176725327012.771698025