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
nekbone ANL BGQ Mira 2048 64 32 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3607347679208628 0.0 0.0 0.0141484634752741 0.0203529018944328 0.0 0.0 0.0001022279382506 0.0284433089209255 0.3889343214739497 0.0 0.0 0.0 -0.0009818963225336 0.0043441706288506 0.0844281645587268 0.4870107585761491 0.006616326442014 0.0116254765642595 0.0 0.0 0.0 0.0 8.61727358294e-05 0.0335735810459168 0.0 0.0 0.0181458254638048 0.0 0.0 0.1324206811711618 0.0 0.0 8.36998300184e-05 0.0 0.0 0.0 0.0 0.1062222865700865 0.034132711709106 0.0 7.561802e-10 0.0 6.9923869435e-10 58.530148 34.273073 11.161055 64 32 11937824762.057234397
nekbone ANL BGQ Mira 2048 32 64 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3100730142625747 0.0 0.0 0.0124074094134796 0.0201620452618315 0.0 0.0 0.0001167723992167 0.0282388585123473 0.3564585367760074 0.0 0.0 0.0 -0.0015796890315947 0.0047335719807681 0.0617797865697375 0.5344018285877002 0.0049734110441238 0.0099817326073098 0.0 0.0 0.0 0.0 8.42936876694e-05 0.033367576093483 0.0 0.0 0.0147211745179515 0.0 0.0 0.0900187354415655 0.0 0.0 8.55550237367e-05 0.0 0.0 0.0 0.0 0.0821499015026709 0.0320544372164072 0.0 2.3277624e-09 0.0 1.44825325702e-09 59.140925 35.065461 10.971147 32 64 10802415202.014596053457871201
nekbone ANL BGQ Mira 2048 128 16 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4348298175153749 0.0 0.0 0.0192953713688418 0.0216838319674497 0.0 0.0 1.11416162275e-05 0.0135397201501786 0.4546462772506492 0.0 0.0 0.0 0.0010535199349506 0.0040752657168065 0.1216363040230757 0.3721228508377068 0.0071127247406226 0.0140959055162471 0.0 0.0 0.0 0.0 9.03837758938e-05 0.0349504329636792 0.0 0.0 0.0211799877552984 0.0 0.0 0.2047997575512986 0.0 0.0 6.18625690592e-05 0.0 0.0 0.0 0.0 0.1518955794191693 0.0400295918114919 0.0 0.0 0.0 1.2475551228e-09 56.573258 34.911756 8.705477 128 16 14208177799.965345146511068457
nekbone ANL BGQ Mira 2048 256 8 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4773166199214972 0.0 0.0 0.0220417211098746 0.0216755644427448 0.0 0.0 6.02833894295e-05 0.0292407901200858 0.5019160215133706 0.0 0.0 0.0 0.0019498539748556 0.0031737824255204 0.1469270926565134 0.3372399735602451 0.0083684692108158 0.0148136045932666 0.0 0.0 0.0 0.0 7.94099947906e-05 0.0321881595694216 0.0 0.0 0.0232739653162395 0.0 0.0 0.258581032134818 0.0 0.0 6.49854720026e-05 0.0 0.0 0.0 0.0 0.1813233625310408 0.040043825182276 0.0 0.0 0.0 1.05958781549e-09 49.393099 29.18742 7.367985 256 8 20692351949.952111845041805427
nekbone ANL BGQ Mira 2048 512 4 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4996987067802111 0.0 0.0 0.024241220641842 0.0217357410531742 0.0 0.0 3.64695692518e-05 0.0281142731372484 0.5342404776849025 0.0 0.0 0.0 0.0026508813553082 0.0024332220527608 0.1678621529531918 0.3097271173300655 0.0093472534773084 0.0154742931622877 0.0 0.0 0.0 0.0 7.13412303171e-05 0.029960581633724 0.0 0.0 0.024698037693423 0.0 0.0 0.3001448126888618 0.0 0.0 3.24816551829e-05 0.0 0.0 0.0 0.0 0.2051779289383593 0.040205249976783 0.0 0.0 0.0 6.4999866079e-10 48.886554 28.750254 7.357207 512 4 34738806957.781024508
nekbone ANL BGQ Mira 2048 1024 2 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5173244434162859 0.0 0.0 0.0255494543337081 0.0216420204897088 0.0 0.0 2.02867015017e-05 0.027208674544909 0.5495756193111743 0.0 0.0 0.0 0.0031475744180704 0.0019340461886394 0.182139926261788 0.2907571639998896 0.009984774766652 0.015783035272518 0.0 0.0 0.0 0.0 6.43719364709e-05 0.0284189064150651 0.0 0.0 0.0256110133642444 0.0 0.0 0.3312574165509066 0.0 0.0 2.27835676669e-05 0.0 0.0 0.0 0.0 0.2204878254935989 0.0399896931284512 0.0 0.0 0.0 6.3565191871e-10 48.799057 28.211254 7.538318 1024 2 62308456616.284442333