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
PMLB systemg 4 4 1 Each size of 3D mesh=128.0 2.4 hybrid-orig empirical 2.4 1 0.6664933443354982 0.026128218429727 0.0167538255263873 0.1383374712351351 0.0195253939977964 0.0043046377771029 0.0124349164258772 0.0181492374400475 0.0236178077939494 0.6840910889697899 0.0001003383895373 0.0001436021035178 7.49760150996e-05 0.0101006156259127 0.0003776559087157 0.2805265057847717 0.671328194131453 0.0370071910173756 0.0052944543668699 0.0052944543668699 0.042169687022378 0.0368856753152891 0.0052840117070889 2.68496759001e-05 0.0302562197760917 0.2728878717555139 0.2990301649539427 0.0261422931984287 1.29761202289088 0.9941668311028956 0.2774773726860396 6.07366949305e-05 1.95577867836e-05 0.0003637598303839 0.0167154875810709 6.6391620529e-06 0.0254857681836554 0.0421479609653539 0.2043179175263971 0.0846050081257859 1.591572649e-06 5.350684352e-07 0.0 4.6100197336e-10 280.2314 90.9451 95.3431 4 1 112294170071.966478925
PMLB systemg 4 2 2 Each size of 3D mesh=128.0 2.4 hybrid-orig empirical 2.4 1 0.4764940376745104 0.0152628748224952 0.0104275380907841 0.0814225643542375 0.0205420533068915 0.0031510006208192 0.007352149104358 0.0105400971088578 0.0244705604160698 0.523311037483396 0.0003406412291753 0.0001532686396262 0.0001415937491522 0.0126877839333275 0.0003896570124142 0.1645466760667009 0.7284509072135564 0.0229891043794387 0.0031889495301308 0.0031889495301308 0.0246360868099013 0.0216471413498905 0.0029889454600109 1.89723612823e-05 0.0332336772847832 0.2232546427800454 0.2393001235926497 0.0160454808126043 1.221867750144382 0.9936730477388586 0.1629341801169244 3.85571711829e-05 1.60236152726e-05 0.0004339982473236 0.0108474911918159 5.5253864293e-06 0.0140677281226819 0.024503037159809 0.1554538447120214 0.0640582133802406 1.446460928e-06 5.455346573e-07 0.0 4.6552066914e-10 286.2284 92.458 97.3784 2 2 191272804630.768837789
PMLB systemg 4 1 4 Each size of 3D mesh=128.0 2.4 hybrid-orig empirical 2.4 1 0.4493052520049191 0.0158532980108501 0.0104591674189122 0.0743497415607633 0.0214871213552036 0.0037651443663943 0.0066938632195945 0.009672876980659 0.0272695493568274 0.4807767818911218 0.0002502352635939 0.0002832639067194 0.0001287133259871 0.0131173648995516 0.0006709084058795 0.1484966111936869 0.7814929792363244 0.0219772245612773 0.0039322685924816 0.0039322685924816 0.02582516242369 0.0219012393827195 0.0039239230409705 1.63679488857e-05 0.0349254312710619 0.185548207769185 0.2014435118801112 0.0158953041109262 1.195559773534274 0.993462924584227 0.1476022841280219 3.63034309958e-05 1.39190221228e-05 0.0007411617948154 0.0105236146010683 7.3897311112e-06 0.0153020669777464 0.0257567026440652 0.1280691072812217 0.0596480260325561 3.886943054e-07 4.307865651e-07 0.0 4.3585207998e-10 227.3 102.7844 109.67 1 4 210625233230.990901006
PMLB systemg 4 4 1 Each size of 3D mesh=128.0 2.8 hybrid-orig empirical 2.8 1 0.6032986103102412 0.0226422890790744 0.0145006168330217 0.1235473506649294 0.0186638192150088 0.0038026407460591 0.0110007443134817 0.0159530913471932 0.0219089571433835 0.6094635268028246 6.01864566301e-05 0.0001287305856076 6.62766422098e-05 0.0087483700494088 0.0003541853393156 0.2469181545079138 0.7026430239999087 0.0324925759126843 0.0046688302812394 0.0046688302812394 0.0372070096780664 0.0325426679110036 0.0046643417670628 2.45290489036e-05 0.0287796399469101 0.2472973331545128 0.2705535363616212 0.0232562032071084 1.265497184465128 0.9942333292105932 0.2470585885654963 5.01884973292e-05 1.580448615e-05 0.0003247174146611 0.0147895195463044 5.8970722731e-06 0.0224706336660742 0.0371948973376495 0.1820558678414255 0.0757208623362229 1.7528767471e-06 4.467967458e-07 0.0 4.0852158369e-10 288.975 99.0212 94.8962 4 1 129715724004.95704149
PMLB systemg 4 2 2 Each size of 3D mesh=128.0 2.8 hybrid-orig empirical 2.8 1 0.4308087952297083 0.0138862196371117 0.0094793492881233 0.0716691793168621 0.0184295567881679 0.0028506290471275 0.0066473154915705 0.0092430181322531 0.0205318993283752 0.4452122687516563 0.0003085172152152 0.0001396546348935 0.0001270408696528 0.0111588021684124 0.0003669030179075 0.1438190251232625 0.7812242521675178 0.0184603803467197 0.0025577998600977 0.0025577998600977 0.0212979440659486 0.0187047621083509 0.0025931819575977 1.68117395822e-05 0.030307862520186 0.2029236332464772 0.2175210548876144 0.0145974216411372 1.198937658170602 0.9943661728519084 0.1424300060247121 3.64353138488e-05 1.43246474827e-05 0.0003773586944396 0.0097010107277637 4.7914186959e-06 0.0125147826208852 0.0218611295884767 0.1374868729321861 0.0570215444816126 1.0710440278e-06 3.603139222e-07 0.0 4.0119748491e-10 299.6726 101.8952 97.8083 2 2 210360703081.008753774
PMLB systemg 4 1 4 Each size of 3D mesh=128.0 2.8 hybrid-orig empirical 2.8 1 0.3914638245749315 0.0138066162703188 0.0091107711201961 0.0643445010499393 0.018888232087597 0.0033129667701647 0.0058614682616518 0.0083751208468592 0.0235446876968832 0.4159192722506754 0.0002085756012869 0.000254308311743 0.0001189848420171 0.0114183628405004 0.000583557781137 0.1294094191605792 0.8092187590133463 0.0189618871068367 0.0034007888898053 0.0034007888898053 0.0223691738768836 0.0189715480143326 0.003397625862551 1.54358143365e-05 0.0306640185824426 0.1623434971875566 0.1763122936905594 0.0139687965030029 1.169230681533479 0.9938993802195324 0.1294150276612344 3.07892655071e-05 1.1429794133e-05 0.000645388937836 0.0091067844993819 6.5772950302e-06 0.0133593747454596 0.0225289782155946 0.1118653148737249 0.0520972934617225 3.181484972e-07 3.677329479e-07 0.0 3.7418125653e-10 337.2422 117.7978 109.0489 1 4 241786360009.046602792