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
HACC ANL Theta 32 32 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.6203920762538664 0.0082485054580343 0.0 0.0 0.0 0.1781870063701905 0.0379189854136265 0.0 0.0003730401641616 0.0 0.0 0.0 0.0 0.0418566210138652 0.0214883924104351 0.0 0.0209107665818494 0.00806179211143 0.0785414923354304 0.0126658603777244 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001606975000527 0.0 0.0 0.0 0.0599303541590674 0.0080603439018952 0.0 0.0089613876051462 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.6403532479e-10 189.794449 133.927529 12.322738 32 1 5571239900681.241903498
HACC ANL Theta 64 64 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.6289900641304792 0.0080070552887808 0.0 0.0 0.0 0.1871192718489512 0.0430428952220583 0.0 0.0003660941328477 0.0 0.0 0.0 0.0 0.0431863754399481 0.0219870935577029 0.0 0.0209292391362511 0.00776408484417 0.0719078779876954 0.0127513152949962 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001679556626636 0.0 0.0 0.0 0.0599182833639053 0.0078399625870453 0.0 0.0081671931790066 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.6586143631e-10 179.34508 123.657666 14.493364 64 1 2854544419331.607695687
HACC ANL Theta 64 64 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.6184381011326014 0.0082630090764426 0.0 0.0 0.0 0.1792169877035101 0.0388071901648903 0.0 0.0003631477511196 0.0 0.0 0.0 0.0 0.0431727615437721 0.0224362029213459 0.0 0.0207785625142752 0.0083279940993049 0.0767861088977704 0.0128172369794917 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.000169364139234 0.0 0.0 0.0 0.0601345014431539 0.0081079756202413 0.0 0.0089739675944698 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.6534867046e-10 188.830811 134.940151 11.870938 64 1 10658402876818.39791616
HACC ANL Theta 128 128 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.64188415393594 0.0078330072083232 0.0 0.0 0.0 0.1867995328293444 0.0428050450911433 0.0 0.0003675774484724 0.0 0.0 0.0 0.0 0.0447922566582117 0.0222661807044786 0.0 0.0222907137690949 0.0077234824324863 0.0733789697334531 0.012372247912558 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001901289833498 0.0 0.0 0.0 0.0631473833002213 0.0077041092122262 0.0 0.0082022154309355 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.0415951507e-10 197.105892 136.927895 12.097651 128 1 1525547945413.804677572
HACC ANL Theta 256 256 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.6495604537091915 0.0078569980805933 0.0 0.0 0.0 0.1932494203112348 0.0464300247010664 0.0 0.0003478824141615 0.0 0.0 0.0 0.0 0.0462602264029493 0.0227215638940237 0.0 0.0234842628400862 0.0076586652553922 0.0718055061512423 0.012157103087682 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001947042344966 0.0 0.0 0.0 0.0648218913953306 0.0074317006393619 0.0 0.0077423338864721 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.0478617835e-10 173.749815 126.063469 11.983764 256 1 836229547803.341694903
HACC ANL Theta 512 512 1 nstep=3.0, nsub=5.0, ng/np=640.0 1.301 hacc_tpm empirical 1.301 1 0.675403765555921 0.0073441846810798 0.0 0.0 0.0 0.200974875836518 0.0487481936487508 0.0 0.0002914643663318 0.0 0.0 0.0 0.0 0.0553406065696584 0.0248038582668236 0.0 0.0261828579805801 0.0071720412453364 0.0663457064892679 0.0108926115818117 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0002195208182198 0.0 0.0 0.0 0.0693781978659196 0.0070987780466689 0.0 0.0056219632144355 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.4981903387e-10 170.648611 124.1375 12.386111 512 1 435633139815.779071119