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 128 128 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.5106477533246099 0.0130674746789213 0.0110556770511961 0.0 0.0045180716180457 0.180487341748631 0.0722241637596613 0.0 0.005466514511805 0.0 0.009691394160826 0.0053290724986512 0.0146328792350541 0.0360730130553267 0.0223625975928622 0.0 0.0106335492427735 0.0372507365210232 0.8255577831850905 0.0131968095438741 0.0065396967203529 0.0279531124525631 0.0130245723930642 0.0073347042930224 0.0317063840546214 0.0 0.0 1.77175585822e-05 0.0 0.0 0.0 0.0851180199620044 0.0163144869190229 0.0 3.21436886399e-05 5.5386009067e-06 0.0 8.948672515e-07 0.0112809292519292 9.3745927438e-06 1.83526370718e-05 0.0 0.0024771250970638 4.4009774762e-10 318.005033 237.593408 65.005484 128 1 1923841845541.68611948