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 384 384 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.6477257272648603 0.0137250907249971 0.0107613716276193 0.0 0.0044004359691388 0.1420099335413255 0.0485817179668903 0.0 0.0047320986573681 0.0 0.0094809048644337 0.005010678385735 0.0142470672254305 0.0637763140026397 0.0394217301125718 0.0 0.0278095296799717 0.0469399820512834 0.7936065735500902 0.0136514776317271 0.0063054118743851 0.0321379334264861 0.0137791006530782 0.0079149985995322 0.0215207646466453 0.0 0.0 4.80575435222e-05 0.0 0.0 0.0 0.0895491662591464 0.0174970279780666 0.0 0.0001322468460359 2.5292105524e-06 0.0 5.8736678005e-06 0.0108202945550797 3.12575544176e-05 4.55379281949e-05 0.0 0.0025797719615254 4.4259936356e-10 312.7391 234.593557 62.580517 384 1 664808579102.512616365