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
gtc_bench systemg 16 2 8 particles per cell=100.0 2.4 gtcmpiomp-orig empirical 2.4 1 0.8016430638360157 0.0056939745352287 0.0027236831108237 0.135655340815378 0.0311234385765817 0.0013351126845228 0.0013881157325183 0.0029065086956898 0.0328496218971372 0.844038753219922 0.0036226498847986 0.0003690938218577 3.86833403038e-05 0.0185794484194285 0.0009292933338093 0.2581781633412055 0.4078721263358192 0.0097648193669664 0.0006752762796854 0.0006752762796854 0.010323960030545 0.0096456870982843 0.0006782729322607 9.24690383278e-05 0.0495075006921618 0.3441998663810332 0.3497104334711124 0.0055105670900792 1.34336013938395 0.992317161100681 0.2571385909995171 0.0001840664999862 1.12336706462e-05 0.0093245434915518 0.0026702500367635 1.20744878904e-05 0.0078451904468629 0.0105531428985877 0.2429631150971688 0.0759344748955129 3.7608774555e-06 5.104319049e-07 0.0 4.3759809114e-10 305.0609 110.9991 93.08 2 8 265638185708.654414584
gtc_bench systemg 16 4 4 particles per cell=100.0 2.4 gtcmpiomp-orig empirical 2.4 1 0.9246525759302654 0.0078528550231001 0.0030330083580374 0.1607137724723548 0.0329266074387448 0.0010756164521971 0.0019515790853136 0.0033106012362638 0.032490198754114 0.968270873821912 0.0056394829111269 9.32222728137e-05 3.7388231382e-05 0.0192586818679176 0.0009981425779087 0.3047686654979968 0.3334460518505354 0.015422743703612 0.0007742290006026 0.0007742290006026 0.0162255263706735 0.0154320117929215 0.000793514577752 5.4114859179e-05 0.0530652924029722 0.3998610680974036 0.4076128895888058 0.0077518214914022 1.402494944969057 0.9953600295404282 0.3055470151048291 0.000105833897758 1.04093434214e-05 0.0112595957397721 0.0030161251811203 8.0840149896e-06 0.0132459371057577 0.0162646783684651 0.2834449375167893 0.0885938606770504 1.7002650869e-06 4.489143553e-07 0.0 4.3259341895e-10 286.9223 100.6968 88.7202 4 4 436983337515.47239066
gtc_bench systemg 16 8 2 particles per cell=100.0 2.4 gtcmpiomp-orig empirical 2.4 1 0.9442685856859102 0.008930669456665 0.0030982342535093 0.1629224196559941 0.0337327226512769 0.0008183227787159 0.0022160197045283 0.0032054669403294 0.0319235970100912 0.9665403752727032 0.0060372295601821 0.0001042717987853 1.29976991434e-05 0.0194479457079677 0.0009419899886748 0.3106415167160169 0.3174397519463769 0.0169198321714355 0.0007530605468609 0.0007530605468609 0.017862407954254 0.0171010590391756 0.0007613489150784 2.79996229333e-05 0.052655666275059 0.3998703513980976 0.4085484587500558 0.0086781073519582 1.412419477251359 0.9963072578817614 0.3075489087635969 5.75850181452e-05 8.5500054604e-06 0.011595021390271 0.0030210581559124 3.7754080629e-06 0.0148677571734584 0.017890456150001 0.290980431881447 0.0914301541049937 8.539496796e-07 4.252032657e-07 0.0 4.334584736e-10 264.757 86.6633 83.4414 8 2 845217854336.116039883
gtc_bench systemg 16 2 8 particles per cell=100.0 2.8 gtcmpiomp-orig empirical 2.8 1 0.7655190812941999 0.0053187580085869 0.002545934015485 0.1272864343621367 0.0310213079231899 0.0012102787804712 0.0012867520790263 0.0027139098071852 0.0329689189500008 0.8089406877611129 0.0033908010914582 0.0003496407671594 3.94025128408e-05 0.0191110636128156 0.0008774532358678 0.2400051357587462 0.422541110370322 0.0089582603551436 0.0006427025816116 0.0006427025816116 0.0095900633556477 0.0089394642701837 0.0006505990854641 8.13397045939e-05 0.0515772617567197 0.3317137290843553 0.3368549104168591 0.0051411813325038 1.328860333464603 0.9915031980645664 0.2417444378774516 0.0001713633470302 1.34399779462e-05 0.008689819072872 0.0025190732719968 1.24971235951e-05 0.0072276410921599 0.0097390044334752 0.2336076249746434 0.0745070027664613 1.5520212678e-06 4.338474599e-07 0.0 3.8143799649e-10 328.2112 130.9514 94.2084 2 8 284164658469.837696373
gtc_bench systemg 16 4 4 particles per cell=100.0 2.8 gtcmpiomp-orig empirical 2.8 1 0.9048355680688184 0.0076135285231199 0.0029376126300226 0.1574202003423697 0.032749043502611 0.0010491972996033 0.0019063280460141 0.0031930122889861 0.0341243100487424 0.9511340683586668 0.0054920298259876 9.41075368113e-05 2.80895023638e-05 0.0190338569299485 0.0009693929977122 0.2952676235135964 0.3400378574354053 0.0149528080573202 0.0007576074796321 0.0007576074796321 0.0157021991931587 0.0149308578017875 0.0007713413913712 5.01782861945e-05 0.0529763206356113 0.3917828743804782 0.3992993809995884 0.0075165066191103 1.39382060575075 0.9948423805317432 0.2975852752595523 0.0001044522094853 8.6945723257e-06 0.0109527973347106 0.0029503958292829 8.2570718211e-06 0.0128466232262544 0.0157984741131195 0.2764847260102463 0.0862281848571463 2.5316018104e-06 3.876773261e-07 0.0 3.7430929242e-10 307.5173 115.8643 89.5256 4 4 450944674412.740030901
gtc_bench systemg 16 8 2 particles per cell=100.0 2.8 gtcmpiomp-orig empirical 2.8 1 0.9127436776599864 0.00860260358639 0.0029852674211527 0.1577266408399125 0.032536354044669 0.0008208397509139 0.0022041716055531 0.0032225442642298 0.0325619071550295 0.963458587375992 0.0060266954842875 0.0001018201795567 1.04347589907e-05 0.019699870546186 0.0009218554792219 0.3014060512842878 0.3233454799663829 0.0169887219408359 0.0007504761351175 0.0007504761351175 0.0178954732477049 0.0171304172667244 0.0007650559809805 2.66684412766e-05 0.0536849450518867 0.4018344905418381 0.4104744584616063 0.0086399679197682 1.406507023637445 0.9955720581238782 0.3051148005871748 5.73226879184e-05 9.3175433155e-06 0.0110820823201086 0.0029388343078012 3.8943881344e-06 0.0142973469498966 0.0172373679776918 0.2804765706312902 0.0881906279269531 5.917777175e-07 3.602376242e-07 0.0 3.7314319462e-10 274.5417 94.9715 84.6813 8 2 875720706450.974855515