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 896 896 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8292654881507102 0.0138060609577213 0.0132563062709084 0.0 0.0063995582303663 0.3405259521548811 0.1068965921318668 0.0 0.0043231751082526 0.0 0.015673624057831 0.0068811978966331 0.0198199328850704 0.0958238258346656 0.0560929713236795 0.0 0.0316526433784266 0.0176104342196911 0.612399611827441 0.0136893041382844 0.0080930433847145 0.0159251079512145 0.0136404981926221 0.0061417894903782 0.0166714976127012 0.0 0.0 2.80011067916e-05 0.0 0.0 0.0 0.1285405203224331 0.0237914584347589 0.0 8.4073716592e-06 2.797793142e-07 0.0 5.4950143064e-06 0.0134814612671822 2.25345283315e-05 2.5052198721e-05 0.0 0.001891173485155 4.4104117389e-10 319.414323 242.394452 61.587192 896 1 1767513502479.536038222