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
SP--MZ SystemG 48 16 3 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.44487413180323 0.0251345143106456 0.0025563019103093 0.186416122818312 0.0551501215183179 0.0 0.0131579933843012 0.0059979715992485 0.053170491316767 1.462827663927599 0.0041872484577517 5.56148166525e-05 0.0005430852755691 0.019006267355717 0.0002810900672463 0.3764888561214698 0.4359941417803027 0.0595745118486537 0.0040283461927038 0.0040283461927038 0.0 0.0596388089778151 0.0040304348869498 1.52934230538e-05 0.0777496242492653 0.0 0.740865280706318 0.0251681601975533 0.0 0.9894327161784422 0.3765485038204119 3.59751177604e-05 0.0070390536229575 1.48639552e-07 0.0 1.81746666669e-05 0.0 0.0637115401551274 0.0 0.0 3.678555073e-07 4.428100128e-07 0.0 4.1927907297e-10 282.4314 103.6358 83.2398 16 3 1437494174776.342403436
SP--MZ SystemG 48 8 6 Class D=1632.0 2.4 sp-mz.D.8 empirical 2.4 1 1.218338256677423 0.0211107823257783 0.0024529091364407 0.1474365641276774 0.0498184740562064 0.0 0.0104009871031882 0.0048652945179179 0.0514603143156502 1.232475740159255 0.0077669006837157 9.20797429665e-05 0.0007823751144407 0.0194807492883513 0.0002376559555567 0.3085251304902088 0.4886238242000109 0.046534437909488 0.0035172142420656 0.0035172142420656 0.0 0.0459839907540906 0.0036022852620884 2.74650208617e-05 0.0714273000347925 0.0 0.608964088013759 0.0209719520737452 0.0 0.989825585058523 0.3002531847417982 5.58044722677e-05 0.0043381698217812 1.152254295e-07 0.0 1.86180784727e-05 0.0 0.050076194537115 0.0 0.0 6.335600644e-07 4.495014562e-07 0.0 4.1968811511e-10 307.9247 115.8872 89.4009 8 6 1896725276081.168559255
SP--MZ SystemG 48 16 3 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.388683678108194 0.023834018045619 0.0024202620987914 0.1759177977761494 0.055163176742726 0.0 0.0123512288728378 0.0056622914913656 0.0577950591769039 1.4083830021971 0.0039255390361989 6.4312352351e-05 0.0004980077261958 0.0207825984632753 0.000267945038069 0.3529952864552384 0.4695389815451135 0.0562933972855107 0.0038082636151094 0.0038082636151094 0.0 0.0563737985712718 0.0038062184515744 1.4729252104e-05 0.079676133791121 0.0 0.7200732139375605 0.0237800343030091 0.0 0.9903250487789378 0.35308505708123 3.464327949e-05 0.0066196536988653 1.392960899e-07 0.0 1.75453043263e-05 0.0 0.0603500849920729 0.0 0.0 3.264328778e-07 3.667040566e-07 0.0 3.5956425652e-10 302.389 117.3178 83.6597 16 3 1515999819547.358160749
SP--MZ SystemG 48 8 6 Class D=1632.0 2.8 sp-mz.D.8 empirical 2.8 1 1.169806730858125 0.0185920532982882 0.0021758577898889 0.1321822737804051 0.0573527925965434 0.0 0.0092801318198105 0.0041570776539455 0.0607579174354198 1.124921343707717 0.0079210181803742 8.26954573713e-05 0.0006680457715159 0.0240528501907073 0.0002124311765827 0.2623699407219542 0.4954144766799192 0.0403156115121983 0.0032370915758691 0.0032370915758691 0.0 0.0414166365362706 0.0031102499665074 2.38779322285e-05 0.0722101653378854 0.0 0.5732164730743796 0.0183283892507891 0.0 0.9894292736497204 0.2629100900234501 4.84229919788e-05 0.003794896428214 1.00261115e-07 0.0 1.67092201756e-05 0.0 0.0434648040309211 0.0 0.0 5.867083192e-07 3.786948818e-07 0.0 3.5984955301e-10 330.4147 133.164 90.0734 8 6 2154533975420.707720723