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 4 4 1 = 2.4 sp-mz.C.4 empirical 2.4 1 1.662651196118627 0.0290264375741723 0.0022762439443099 0.2159387276029331 0.0632803471397938 0.0 -0.0127078035765495 0.0149886965513025 0.0071207917146873 0.0587157524449255 1.693371646616661 0.0002254044976509 9.91368697841e-05 3.471095343e-07 0.0204646467926828 0.000399857297766 0.4307711441816638 0.3987990249877056 0.0680773990003032 0.0043584506678641 0.0 0.0043584506678641 0.072317866149078 0.0679626941256524 0.0043551720234257 0.0 2.3320103827e-05 0.0843676594980374 0.0 0.8170048128322559 0.8458202110889516 0.0288153982566957 1.840496876650349 0.99017628323648 0.0 0.4298717463031815 0.0 5.08133314522e-05 0.0 0.0 4.0979049841e-06 3.693512564e-07 0.0 0.002263316385686705 1.5e-05 0.070312 0.072589 4 1 126362.611435442857091651
sp-mz SystemG 4 2 2 Class C=480.0 2.4 sp-mz.C.2 empirical 2.4 1 1.535997857092754 0.0270906384956484 0.0027111540229084 0.1968946042126868 0.0583851603856495 0.0 -0.0110375609896953 0.0137416313085111 0.0064733492693873 0.0561864105048977 1.558335084734384 0.0041815232890949 9.62361380722e-05 0.0004623683021211 0.0198334825304377 0.0003791877424347 0.3947681702959956 0.4387832967688615 0.0621525939412036 0.0044917937309177 0.0 0.0044917937309177 0.0657979274956185 0.0613640910773106 0.0044338364183079 0.0 4.01054412697e-05 0.0791850868896479 0.0 0.7520334806925567 0.7789217171501612 0.0268882364576045 1.770957246144349 0.9890959854247194 0.0 0.3897100922240964 0.0 8.54362999126e-05 0.0 0.0 4.8340129388e-06 3.337180553e-07 0.0 0.002667194435537133 1.2e-05 0.063944 0.06665 2 2 116261.603154384218359602
sp-mz SystemG 4 4 1 = 2.8 sp-mz.C.4 empirical 2.8 1 1.634061829867055 0.0285361029547326 0.0022369313101704 0.2119702600455286 0.0622688386573481 0.0 -0.0124360135000702 0.0146683382885396 0.0069609865675506 0.0578103870081733 1.665199060207393 0.0002016988421146 0.0001000668511192 3.457730827e-07 0.0202071191930126 0.0004045766183117 0.422396377289429 0.4082404664323024 0.0666465412593993 0.004275801521659 0.0 0.004275801521659 0.0708959039073759 0.066620533792982 0.0042753701143939 0.0 2.25026539824e-05 0.0831203617918352 0.0 0.8070020063761902 0.8354511571691424 0.0284491507929521 1.826188781218077 0.9901806861303944 0.0 0.4222328116448304 0.0 4.99997104481e-05 0.0 0.0 3.3847560644e-06 3.620164908e-07 0.0 0.002222377675797955 1.5e-05 0.068811 0.071047 4 1 112248.109633494697723956
sp-mz SystemG 4 2 2 Class C=480.0 2.8 sp-mz.C.2 empirical 2.8 1 1.475371955489074 0.0254726140327607 0.0025504216954155 0.1890339874468732 0.0569389458987754 0.0 -0.0105765508133812 0.013165998102489 0.0063008578547709 0.0533475703476526 1.509833831503082 0.0040505565074759 8.9273103752e-05 0.0004480899711119 0.0185420815847026 0.0003724182570501 0.3787610882304447 0.4529124075353883 0.0589632592098044 0.0042532769154605 0.0 0.0042532769154605 0.0633736811125243 0.0591137944278121 0.0042598866847121 0.0 3.83696428097e-05 0.075761886152558 0.0 0.7218372749407399 0.7475512788260016 0.0257140038852618 1.744179670620307 0.9889120492461884 0.0 0.3772176813735763 0.0 8.15343530316e-05 0.0 0.0 4.6139521579e-06 3.271866142e-07 0.0 0.002568485092601248 1.0e-05 0.060714 0.063292 2 2 110063.865978562713303894