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
Ftla SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.2 testing_ftdqr.x empirical 1.2 1 1.91818671460543 0.0419705429848439 0.0029590379428888 0.0 2.83848870982e-05 0.660425177405707 0.175650492680017 0.0 0.0008121813998245 0.0 0.0379325166571167 3.50947063707e-05 0.0393042836352762 0.3172645199503274 0.3027710706340884 0.0 0.0153121515344468 0.0016221651238624 0.2168586117863534 0.001181038887816 0.0026632437035809 7.37335385368e-05 0.0016476497257135 0.0015484588468039 7.17610578721e-05 0.0 0.0 3.51302731612e-05 0.0 0.0 0.0 0.3334384175344028 0.0411520806647307 0.0 6.8375014638e-06 4.835155538e-07 0.0 0.0002646724642708 0.0038921453093184 1.94826913126e-05 3.44361694944e-05 0.0 0.0015246528552016 8.49889261e-10 166.648067 120.587352 30.937246 128 1 2524286699982.199210304
Ftla SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.5 testing_ftdqr.x empirical 1.5 1 2.150554409947487 0.0305990117091957 0.0035850561711093 0.0 2.96420576283e-05 0.6421880498314373 0.1706514572034475 0.0 0.0008460077033476 0.0 0.0367926555894032 2.80106133403e-05 0.0310951992086002 0.3060554685395755 0.2917231744422462 0.0 0.0139636774881012 0.0015623171267389 0.2507207380413899 0.0016173117242722 0.0025274525923855 7.03558024458e-05 0.0016199597107957 0.001523893921599 7.07426938055e-05 0.0 0.0 3.31369180603e-05 0.0 0.0 0.0 0.3223051428233972 0.0403036484632655 0.0 9.5179200077e-06 3.904236652e-07 0.0 0.0002556283044678 0.0051549240095062 1.62140662782e-05 3.350736977e-05 0.0 0.0020863229181883 6.766788316e-10 184.722397 137.530025 31.857705 128 1 2552425244212.412569875
Ftla SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.8 testing_ftdqr.x empirical 1.8 1 2.035671476686246 0.0326633839795216 0.0041863228181335 0.0 2.8466295323e-05 0.6011771783934007 0.1600124696385811 0.0 0.0007969408470608 0.0 0.0351732140728545 3.07575071788e-05 0.0337793619680572 0.2927169162777934 0.2795494864759095 0.0 0.0136091453514762 0.0014247914987327 0.2753985663256323 0.0015974881783447 0.002326481361707 6.63270792458e-05 0.0015291278742564 0.0014380501394861 6.81892221397e-05 0.0 0.0 3.55529312407e-05 0.0 0.0 0.0 0.3007132279580897 0.0384900690972769 0.0 9.7473071562e-06 5.535794389e-07 0.0 0.000240110311384 0.0060527734954797 1.74854555272e-05 3.29720113494e-05 0.0 0.0024821567448707 5.6339995072e-10 219.050215 168.155859 34.716304 128 1 2619576200022.568578474
Ftla SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 2.1 testing_ftdqr.x empirical 2.1 1 2.067753510526508 0.0280306607956914 0.0045337296283241 0.0 2.73451834409e-05 0.5641742326393298 0.149760277288664 0.0 0.0007649749968647 0.0 0.0331787986270984 3.01583431786e-05 0.0331329513468966 0.2728033656955529 0.2601890306150781 0.0 0.0135107641765393 0.0013882127945345 0.3252900025159393 0.0013790767564499 0.0022360093841663 6.44385363756e-05 0.0014008007328131 0.001315305611334 6.401903111e-05 0.0 0.0 2.90220790297e-05 0.0 0.0 0.0 0.2872071798039513 0.0362435664068785 0.0 1.15550993576e-05 3.480969628e-07 0.0 0.0002279704248774 0.0066317661025959 1.73518264504e-05 2.83858720909e-05 0.0 0.0027335380547585 4.8219060129e-10 245.485763 193.495101 35.877061 128 1 2676269480466.04884085
Ftla SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 2.3 testing_ftdqr.x empirical 2.3 1 1.969844298090204 0.0275189975082151 0.0050997168616374 0.0 2.56232618462e-05 0.5469142314407391 0.1454982113084554 0.0 0.0007150150239406 0.0 0.0316636241430691 2.91390553196e-05 0.0317462473311538 0.2654244757232908 0.2531755376016325 0.0 0.0127453827827171 0.001383269082227 0.3475367028827002 0.001341818956732 0.0021356425911149 6.2206614767e-05 0.0014422671013986 0.0013603394485355 6.28344466488e-05 0.0 0.0 2.86605487352e-05 0.0 0.0 0.0 0.2736642899539881 0.0350115605253264 0.0 9.4413984274e-06 4.443959921e-07 0.0 0.0002205785455142 0.006652311042861 1.65419980494e-05 2.89395233213e-05 0.0 0.0027558463280408 4.4026594424e-10 262.758369 211.451963 35.962771 128 1 2724959919557.188414524