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 256 256 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.4240117396713294 0.012959427305312 0.0110149573686447 0.0 0.0044416334041056 0.2238593582007908 0.0858692243560379 0.0 0.0053383062405542 0.0 0.009753202779143 0.0050971353707443 0.0146135410088811 0.0467252533876665 0.0283288365880398 0.0 0.0241337139801859 0.0274846626673959 0.7847174190508858 0.0131178742127234 0.0064980144434577 0.0237547426571583 0.0129173270988834 0.0072730686956362 0.031762674105536 0.0 0.0 2.5947210658e-05 0.0 0.0 0.0 0.0532267178637994 0.0162518994950928 0.0 3.75535774168e-05 5.2476128629e-06 0.0 3.0793828596e-06 0.0109733285465063 2.22205367521e-05 3.40277255893e-05 0.0 0.0025638365079746 4.4261280029e-10 319.849082 241.481079 62.977472 256 1 970936339207.606426271