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
eq3dyna systemg 112 16 7 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.252107535145748 0.0016923562125793 0.0012780904766734 0.0236272681802828 0.1261227644915339 0.0007092715775154 0.0005728868163814 0.0004339271818808 0.1688723346741957 1.276914150557308 0.0004735188490499 0.0001503634580295 0.000197037147243 0.1046182943837549 0.0008742425839852 0.0494992109219102 0.3608754520299134 0.0030136042575272 0.0004823072463948 0.0004823072463948 0.0035422461967134 0.0030524150644899 0.0004898311322235 1.41181449817e-05 0.2354488862706038 0.6393135568707654 0.6409546718268258 0.0016411149560603 1.636993217647154 0.9930863199930569 0.0496349775133488 2.76491075458e-05 8.94109951833e-05 0.0010282546303207 0.0012565107608175 5.3750217986e-06 0.0023107691209942 0.0036018231540495 0.3955674028893136 0.1691593303568343 9.262905491e-07 4.365606331e-07 0.0 4.3782230532e-10 275.297 97.8545 80.8242 16 7 77551699827.589770821
eq3dyna systemg 112 16 7 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.294188080337731 0.0012128422976112 0.0009138284967804 0.0156931621955847 0.1311849553332652 0.0005303393701966 0.0003850802090297 0.000292935311636 0.1707398892157259 1.288447806400367 0.0004115040259362 0.0001250974584488 0.000169466251525 0.0993716046707154 0.0006234765698234 0.0328250694343534 0.3875280911740829 0.0021333445002808 0.0003909095638595 0.0003909095638595 0.002513039139037 0.0021221169045632 0.0003909222344738 1.05777391665e-05 0.2385655410938757 0.7052471232457815 0.7064272364002253 0.0011801131544438 1.682396583984527 0.995867744612862 0.0329165560445318 2.07246684578e-05 0.0001664310244373 0.0006921609029159 0.000929996268995 3.8007399883e-06 0.0017044550665325 0.0026416921168197 0.4269448660576703 0.1904568398747332 6.920132254e-07 4.345242936e-07 0.0 4.5685651736e-10 268.8944 93.0741 82.087 16 7 118722988375.931877502
eq3dyna systemg 112 16 7 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.234281214641165 0.001477617383286 0.0011099475145508 0.0206815163357513 0.128117598356553 0.0006096572030997 0.000500207249437 0.0003776765298499 0.1709152840309256 1.263011935656652 0.0004207419733899 0.0001238258970105 0.0001701907581204 0.1027293109331415 0.0007440947621694 0.0436936559420998 0.3743867113419277 0.0026491631564876 0.0004199791812052 0.0004199791812052 0.0030794275187981 0.0026592289804414 0.0004201985383567 1.20665550728e-05 0.2250398656762646 0.6545691168068969 0.6560080705086766 0.0014389537017797 1.649331180401111 0.993588807454883 0.0434175725904768 2.2930669036e-05 4.20582417285e-05 0.0009086195805417 0.001102421291443 5.0454555716e-06 0.0019794141690392 0.0030817225739631 0.4018184031765165 0.1744149529344307 7.839313031e-07 3.822657331e-07 0.0 3.7742929362e-10 291.0625 109.1875 83.4 16 7 88507366981.516806835
eq3dyna systemg 112 16 7 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.284636564785846 0.0010406924577532 0.0007822312119391 0.0136431971491697 0.135638708418933 0.0004649797919604 0.0003371718356182 0.0002489979927869 0.1692346871519423 1.256466288599493 0.0003649112558479 0.0001084076490433 0.0001485501045744 0.1003882484812102 0.0005190763359387 0.0287444264026289 0.3961079307645933 0.0018464299610783 0.0003298512843532 0.0003298512843532 0.0022281195620305 0.0018879260344905 0.00034019352754 8.5130942211e-06 0.2332397896406292 0.7138774172021669 0.7149127177360164 0.0010353005338495 1.702895399657756 0.9963866100223254 0.0288141035510718 1.7154139414e-05 3.80432004823e-05 0.0005869598612656 0.0007713330648258 3.2410478359e-06 0.0014550805521013 0.0022573120969447 0.4308666067287737 0.1939688686791222 7.668726735e-07 3.716726185e-07 0.0 3.950450604e-10 281.6245 108.9283 82.7396 16 7 136602042170.478433857