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
stream-mpi SNL Haswell Shepard 640 640 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.7053815424139159 0.0157491116243674 0.0100625980153953 0.0 0.0039849112777685 0.2573058851032328 0.0762844162119031 0.0 0.0049960393499927 0.0 0.0089321257545426 0.0046626844479879 0.0135292870754771 0.1000784049074608 0.0607245842710359 0.0 0.0450712255660237 0.0427309690248917 0.7634989597964748 0.0164049952099822 0.0060634074196773 0.0290179967651473 0.0140991792177978 0.0088764637115583 0.0276236339242918 0.0 0.0 8.37326223973e-05 0.0 0.0 0.0 0.1306661935804083 0.017549249548416 0.0 0.0001894217267887 4.2784359579e-06 0.0 2.48220339514e-05 0.0099025711547425 4.4908486762e-05 7.66888758149e-05 0.0 0.0024775306699571 4.4667952939e-10 313.800831 236.361786 61.907032 640 1 425672155291.423394145