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 512 32 16 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2964098887441793 0.0 0.0 0.0087965211610038 0.0160338222461832 0.0 0.0 4.238606007e-07 0.0266742310760385 0.2675570958758162 0.0 0.0 0.0 0.0054834113189206 0.0032244964997807 0.0344813005160491 0.6030066543810303 0.0058522371736045 0.013817076129018 0.0 0.0 0.0 0.0 0.000466942373199 0.0308175667069762 0.0 0.0 0.0198962516816711 0.0 0.0 0.0504587770144907 0.0 0.0 1.21334485092e-05 0.0 0.0 0.0 0.0 0.0509271705402637 0.0317340696221543 0.0 0.0 0.0 7.258279372e-10 54.70308 33.278103 8.360414 32 16 10679701900.016642126
PMLB ANL BGQ Mira 512 512 1 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2099335212979496 0.0 0.0 0.0198643615177389 0.004025715874835 0.0 0.0 1.56914176e-08 0.0057778594072696 0.2234638035185452 0.0 0.0 0.0 0.0010515059546181 0.0003992876753013 0.0748287644794498 0.7198974705184058 0.008064613793026 0.0058168080024333 0.0 0.0 0.0 0.0 5.45807358149e-05 0.0061124094103952 0.0 0.0 0.0138347642651207 0.0 0.0 0.1112387847868561 0.0 0.0 5.582732839e-07 0.0 0.0 0.0 0.0 0.046174746038815 0.0175249009284609 0.0 0.0 0.0 6.2986431872e-10 49.913012 29.441731 7.611137 512 1 152901199730.941317101
PMLB ANL BGQ Mira 512 256 2 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1890578465805559 0.0 0.0 0.0172677787542186 0.0041175627960338 0.0 0.0 1.36573894e-08 0.0061582420979352 0.2013186736826334 0.0 0.0 0.0 0.001106997287212 0.0004669616827412 0.06516816978821 0.745885437298393 0.0072518790562181 0.0062348131093515 0.0 0.0 0.0 0.0 6.54912541725e-05 0.0065853490769406 0.0 0.0 0.0134174914517261 0.0 0.0 0.0964243071452919 0.0 0.0 6.678538981e-07 0.0 0.0 0.0 0.0 0.0414902759630842 0.0164691732080027 0.0 0.0 0.0 6.7640550751e-10 51.286957 30.67899 7.78441 256 2 174827086247.892103595
PMLB ANL BGQ Mira 512 128 4 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.182904581281415 0.0 0.0 0.015292109631593 0.004950505649493 0.0 0.0 1.21831127e-08 0.0078465736012094 0.1949547025508606 0.0 0.0 0.0 0.0014408979700055 0.0007476417756205 0.0574494491270319 0.751119847529879 0.0066576487784116 0.0064997598091815 0.0 0.0 0.0 0.0 0.0001251730478276 0.0086519390483231 0.0 0.0 0.0130737484141328 0.0 0.0 0.0854257365361573 0.0 0.0 3.512013909e-07 0.0 0.0 0.0 0.0 0.0399899279330064 0.0174293569863728 0.0 0.0 0.0 6.7031832882e-10 50.041617 28.984055 7.965868 128 4 196789586870.184069868
PMLB ANL BGQ Mira 512 64 8 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1534106655164167 0.0 0.0 0.0123289909121073 0.0048330637928367 0.0 0.0 9.8314897e-09 0.007615965472453 0.162944481797491 0.0 0.0 0.0 0.0014302961362934 0.0007297159704886 0.0464067288495222 0.7880971041907495 0.0054891619302717 0.0060380312993385 0.0 0.0 0.0 0.0 8.27992576291e-05 0.0083382495536092 0.0 0.0 0.0114098213063321 0.0 0.0 0.0684791162337505 0.0 0.0 2.3942802955e-06 0.0 0.0 0.0 0.0 0.0332035206914624 0.0149271860621019 0.0 0.0 0.0 6.6016623864e-10 53.251189 30.968718 9.748003 64 8 244464000965.076677221
PMLB ANL BGQ Mira 512 32 16 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1297443047757831 0.0 0.0 0.0081444491660508 0.0067224814045322 0.0 0.0 6.4606291e-09 0.0094752231663738 0.1450877953136452 0.0 0.0 0.0 0.0013457567130531 0.0007547631559741 0.0307083705141854 0.7919086673910358 0.0037686605944151 0.0050111096908708 0.0 0.0 0.0 0.0 2.01984549821e-05 0.0101874881521535 0.0 0.0 0.008779573258916 0.0 0.0 0.0453090016488274 0.0 0.0 3.645282231e-07 0.0 0.0 0.0 0.0 0.0265481117199554 0.0119380836174676 0.0 0.0 0.0 6.493265966e-10 51.267239 30.465108 8.214568 32 16 369197278003.505085441