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
HDC16 SNL Haswell Shepard 448 448 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.6515442018236077 0.0146535768647975 0.013336848145601 0.0 0.0063375690149442 0.2251972826671973 0.0546145204769081 0.0 0.0046385087270969 0.0 0.0156329264145661 0.0067274115564848 0.0200710036468049 0.0929976251558968 0.0545455565390832 0.0 0.0417121164058694 0.0218521172460176 0.6319527621669712 0.0140085419858318 0.0081219597856423 0.0165604370282977 0.0142876302707005 0.0067123473943355 0.0165868352821986 0.0 0.0 2.63429709292e-05 0.0 0.0 0.0 0.1503216562757099 0.024218247067756 0.0 3.58712860629e-05 2.070018464e-06 0.0 6.3944560671e-06 0.0129380656508939 2.88277003964e-05 2.89119965293e-05 0.0 0.0015506184821832 4.4076958756e-10 313.988987 235.891593 62.692703 448 1 1706495303280.447591687