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 2048 32 64 Each size of 3D mesh=128.0 1.6 hybrid-p empirical 1.6 1 0.2453037095681652 0.0 0.0 0.0028103999380369 0.0206798208318091 0.0 0.0 5.230887002e-07 0.0335546421219872 0.2685851359887075 0.0 0.0 0.0 0.0064855768696324 0.0039439471383919 0.0101794471408791 0.607092941489212 0.0044182888606257 0.0156519587751138 0.0 0.0 0.0 0.0 0.0005361821863983 0.036888217324166 0.0 0.0 0.0192251142650042 0.0 0.0 0.0145831779646882 0.0 0.0 2.02444920594e-05 0.0 0.0 0.0 0.0 0.0474222688565004 0.0346797372675703 0.0 2.489909817e-07 0.0 2.73192377219e-09 54.980028 30.875213 11.1434 32 64 4265734687.999014347784000788
PMLB ANL BGQ Mira 2048 1024 2 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2191437591924175 0.0 0.0 0.0179100233421075 0.0069434225922973 0.0 0.0 5.82350892e-08 0.0101014462252109 0.2421899725326977 0.0 0.0 0.0 0.001497030365031 0.0007464895623221 0.0688774424668304 0.6871647580599219 0.0078458480167712 0.0070949800647395 0.0 0.0 0.0 0.0 0.0001104169421351 0.0108560112948249 0.0 0.0 0.0147041474978118 0.0 0.0 0.0903147093483554 0.0 0.0 1.5450164904e-06 0.0 0.0 0.0 0.0 0.04801784797838 0.0197895236385244 0.0 0.0 0.0 6.4272387732e-10 48.973671 28.977713 7.06413 1024 2 42602720960.321704826
PMLB ANL BGQ Mira 2048 512 4 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.2014531333615943 0.0 0.0 0.0154028181408117 0.0069570270827662 0.0 0.0 4.75543558e-08 0.0108402270723452 0.2192862302510237 0.0 0.0 0.0 0.0020556179462261 0.0010166227350028 0.0570236273528635 0.7137407253145858 0.0066957158389386 0.0067892059288296 0.0 0.0 0.0 0.0 0.0001314789824096 0.0117529685985181 0.0 0.0 0.0133569486152373 0.0 0.0 0.0844870269003644 0.0 0.0 1.916649571e-06 0.0 0.0 0.0 0.0 0.043466094010465 0.0192504317704498 0.0 0.0 0.0 6.3710854161e-10 50.965418 29.031778 8.958906 512 4 50023623791.735652602
PMLB ANL BGQ Mira 2048 256 8 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1892017319870126 0.0 0.0 0.0122995545519086 0.007837975357573 0.0 0.0 3.80207479e-08 0.0130699450598707 0.2084339459779992 0.0 0.0 0.0 0.0025915336819616 0.0013375452861177 0.0465246983663941 0.7242808143801006 0.0058892293334989 0.0074474904823557 0.0 0.0 0.0 0.0 0.0002084615927473 0.0145460813814341 0.0 0.0 0.0133268798493453 0.0 0.0 0.0681388805744441 0.0 0.0 1.5579178493e-06 0.0 0.0 0.0 0.0 0.0413061322622596 0.020586562978303 0.0 0.0 0.0 7.5453807911e-10 54.66878 30.8424 11.030143 256 8 62970042620.04024758
PMLB ANL BGQ Mira 2048 128 16 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1636136439818807 0.0 0.0 0.0083028040303669 0.0081372425003008 0.0 0.0 2.64439363e-08 0.0143098447525674 0.1766704300709002 0.0 0.0 0.0 0.0028975107172593 0.0015616298013975 0.0316638306697422 0.7583404342332071 0.0046076956610325 0.0072534507065593 0.0 0.0 0.0 0.0 0.0002719695694765 0.0157764856577331 0.0 0.0 0.0115594223395637 0.0 0.0 0.0459401530464335 0.0 0.0 1.4421259495e-06 0.0 0.0 0.0 0.0 0.034751589549168 0.0195497991439782 0.0 0.0 0.0 6.3481359066e-10 53.084657 29.015744 11.300192 128 16 90756272152.42959808
PMLB ANL BGQ Mira 2048 64 32 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1278592629047238 0.0 0.0 0.0037403836943445 0.0106678953591129 0.0 0.0 1.1977876e-08 0.0156722357510491 0.1810801389991231 0.0 0.0 0.0 0.0018447127859816 0.0014187004649005 0.0147905449249328 0.7704043371203471 0.00238990611282 0.004338299330872 0.0 0.0 0.0 0.0 7.9357961581e-05 0.0139403906155928 0.0 0.0 0.0067640517469135 0.0 0.0 0.0217120958900706 0.0 0.0 7.633659939e-07 0.0 0.0 0.0 0.0 0.0361122454560142 0.0195800854535889 0.0 1.8197875e-09 0.0 6.7117000993e-10 58.188982 35.067322 10.004461 64 32 191571877613.259316269
PMLB ANL BGQ Mira 2048 32 64 Each size of 3D mesh=512.0 1.6 hybrid-p empirical 1.6 1 0.1071040392410693 0.0 0.0 0.0037794557884217 0.0072075280073747 0.0 0.0 9.0452115e-09 0.0121287787574009 0.1228787816337687 0.0 0.0 0.0 0.0017925596847652 0.0010991156679533 0.0106821481883222 0.8317016179481463 0.0019315942362818 0.0045843291157495 0.0 0.0 0.0 0.0 0.0001467713190098 0.0133503697133246 0.0 0.0 0.0086237766671664 0.0 0.0 0.0157043013645006 0.0 0.0 1.4245801456e-06 0.0 0.0 0.0 0.0 0.0204241793740711 0.0112319887317028 0.0 4.4800608e-09 0.0 6.7044688988e-10 58.6372 35.935613 9.582796 32 64 198714749834.76434648