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 256 32 8 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4786861635068543 0.0 0.0 0.0225857147267902 0.0217696839044722 0.0 0.0 6.20615834841e-05 0.0294279133712276 0.5123947026388619 0.0 0.0 0.0 0.001993341071267 0.0031994077465646 0.1512089390406066 0.3283090291075401 0.0084782476603141 0.0146531837359047 0.0 0.0 0.0 0.0 7.55278963387e-05 0.0322261759520363 0.0 0.0 0.023152309904948 0.0 0.0 0.2639908095285927 0.0 0.0 4.44395817854e-05 0.0 0.0 0.0 0.0 0.1833811347918788 0.0397655118398477 0.0 0.0 0.0 1.06467204031e-09 51.995318 30.917201 8.042422 32 8 20411472432.08569987998692352
nekbone ANL BGQ Mira 256 64 4 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5056809803185951 0.0 0.0 0.0247392939955033 0.0219063519393123 0.0 0.0 3.7174716568e-05 0.0283316703084031 0.5391216593395799 0.0 0.0 0.0 0.0027197145940177 0.0024562536074967 0.1716782749792595 0.3000747073148728 0.0095030326787892 0.015452733991824 0.0 0.0 0.0 0.0 7.09613978237e-05 0.0302240983494358 0.0 0.0 0.0246395138707732 0.0 0.0 0.3084969956383484 0.0 0.0 2.92554407388e-05 0.0 0.0 0.0 0.0 0.208157424327101 0.0404748217989441 0.0 0.0 0.0 6.5538619139e-10 51.199943 30.529765 7.642235 64 4 34153342401.869734334
nekbone ANL BGQ Mira 256 128 2 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5265381877010601 0.0 0.0 0.0261199257836997 0.0218228864633563 0.0 0.0 2.0735998695e-05 0.0275224553393288 0.556541449572833 0.0 0.0 0.0 0.0032123983992512 0.001969968454792 0.1866866929406935 0.2779656569260578 0.0101661274845269 0.0159566075036144 0.0 0.0 0.0 0.0 6.43916591232e-05 0.0287016735706277 0.0 0.0 0.0260261161004922 0.0 0.0 0.3385151217218572 0.0 0.0 1.42944711344e-05 0.0 0.0 0.0 0.0 0.2249138201854813 0.0407030672948178 0.0 0.0 0.0 7.7207291678e-10 48.407287 28.033188 7.371217 128 2 60996637722.26226179
nekbone ANL BGQ Mira 256 256 1 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.5357201731727544 0.0 0.0 0.0269283633004595 0.0218014572964781 0.0 0.0 1.09996434845e-05 0.0270338999874162 0.5667213635107526 0.0 0.0 0.0 0.0034983035070009 0.0016514847130364 0.1947804709860926 0.2677469877495118 0.0105690646486011 0.0161419003742045 0.0 0.0 0.0 0.0 6.0651804003e-05 0.0277613029783402 0.0 0.0 0.0266285615729827 0.0 0.0 0.3558659748002496 0.0 0.0 1.26414660653e-05 0.0 0.0 0.0 0.0 0.233915448399261 0.0406335016380009 0.0 0.0 0.0 6.3134240918e-10 51.39749 31.06223 7.308004 256 1 115350015999.379818504