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
Nekbone-ori-flat ANL Theta 64 64 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7491002046536623 0.0005707285128191 0.0 0.0 0.0 0.2499222558027178 0.0167789307420919 0.0 2.49168483508e-05 0.0 0.0 0.0 0.0 0.0059074325239021 0.0054331150130578 0.0 0.000475202863375 0.0005280711954674 0.5273249057854145 0.0018333455639053 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.05283822469e-05 0.0 0.0 0.0 0.0061427377271322 0.0005206628294082 0.0 3.19611278842e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1890425046e-10 180.559242 130.1609 14.414692 64 1 2935423686324.994050724
Nekbone-ori-flat ANL Theta 128 128 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7491811970471178 0.0006079384539845 0.0 0.0 0.0 0.2500380271241561 0.0168559843794206 0.0 2.60070290083e-05 0.0 0.0 0.0 0.0 0.0059204582317926 0.0054263444971038 0.0 0.0004688812811926 0.0005545352442648 0.5226007438975728 0.0018406464163381 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.32401104753e-05 0.0 0.0 0.0 0.0061521792233772 0.0005614113356183 0.0 3.11132071517e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1945335812e-10 171.016327 119.983199 14.065073 128 1 2937363194081.465968653
Nekbone-ori-flat ANL Theta 256 256 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7497444500153434 0.00062621685578 0.0 0.0 0.0 0.249837598862453 0.0169312582958077 0.0 2.5188429431e-05 0.0 0.0 0.0 0.0 0.0060180689243429 0.0054495028233474 0.0 0.0005747613613227 0.0005653702523664 0.522759863461814 0.0018375936082973 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.60968558123e-05 0.0 0.0 0.0 0.0062795713692573 0.0005624968129387 0.0 3.39662894399e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1921955893e-10 170.627007 119.672332 13.65628 256 1 2946338716306.022637159
Nekbone-ori-flat ANL Theta 512 512 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.748429861164179 0.0006315786698333 0.0 0.0 0.0 0.2498738698856807 0.0169725009564995 0.0 2.52019159114e-05 0.0 0.0 0.0 0.0 0.0060165166692179 0.0054479746347019 0.0 0.0005129882824699 0.0005656398281345 0.5252202391076696 0.0018258754270537 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.75219160106e-05 0.0 0.0 0.0 0.0067838286590377 0.0005707224123154 0.0 3.60952096213e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1923495988e-10 170.816742 116.045874 12.49799 512 1 2941906289362.00314112
Nekbone-ori-flat ANL Theta 1024 1024 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7489844055106125 0.000626032450534 0.0 0.0 0.0 0.2498636837322727 0.0170033642442139 0.0 2.53064675816e-05 0.0 0.0 0.0 0.0 0.0060534416691344 0.0054578267266416 0.0 0.0006036417556435 0.0005574967008328 0.5217357057902605 0.0018326606438517 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.74588730012e-05 0.0 0.0 0.0 0.0063401909522356 0.0005603893313539 0.0 3.81830083743e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1954995414e-10 170.829747 116.170253 11.829511 1024 1 2941349045778.983030261