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
La SNL Haswell Shepard 1024 1024 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 1.619067906264673 0.0130246891777938 0.001205910458112 0.0 3.96299779551e-05 0.4990149898521771 0.1457306365963439 0.0 0.0005098853190106 0.0 0.0142680370588142 5.21781865239e-05 0.014500227561894 0.2238283912273594 0.1728760517255502 0.0 0.0507962911821147 0.0009966272236398 0.1603279032524299 0.001180885310618 0.0002425374000831 9.7427651617e-05 0.0011317428941305 0.000981213535429 9.62955447117e-05 0.0 0.0 7.50298114802e-05 0.0 0.0 0.0 0.2764140194772901 0.0146784386162737 0.0 3.3847657075e-06 6.662508891e-07 0.0 0.0004563266463286 0.0013856320731362 3.28286727446e-05 7.10607778623e-05 0.0 9.15083440906e-05 8.4942132396e-10 138.532293 99.556969 22.5798 1024 1 325551709381.176388239
La SNL Haswell Shepard 1024 1024 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 1.608466901553535 0.0116516469881683 0.0010911454029794 0.0 3.29509610901e-05 0.4922024964785144 0.1453797222526452 0.0 0.0004477486974185 0.0 0.0126147761105333 3.88616536188e-05 0.0127684051192197 0.2166759499394247 0.1635819545676368 0.0 0.0533482780273582 0.0009144054229405 0.1881372165279292 0.0010425549954587 0.000211672320092 8.60581672859e-05 0.0010184687254649 0.0008790801439167 9.20142809657e-05 0.0 0.0 5.902071927e-05 0.0 0.0 0.0 0.2602120140436838 0.0132070745429363 0.0 3.8646752775e-06 6.180617218e-07 0.0 0.0004204776196079 0.0013107815085169 2.80266434816e-05 5.99956652454e-05 0.0 0.0001025028076253 6.8013187737e-10 153.863048 114.92044 22.492901 1024 1 362740490791.296962555
La SNL Haswell Shepard 1024 1024 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 1.511177295682657 0.0104846852313387 0.0010314276396354 0.0 3.05154331715e-05 0.4989892768438445 0.1490907985895544 0.0 0.0004011828823993 0.0 0.0112270159727416 3.68595102725e-05 0.0112502961157759 0.2093099513502323 0.154978034920336 0.0 0.0574803493711428 0.0007902291061461 0.1754146527547651 0.0009118037562986 0.0001866813387834 7.75493370163e-05 0.0008433977821248 0.0007299933869016 7.49545735901e-05 0.0 0.0 5.8570805375e-05 0.0 0.0 0.0 0.2581065256702191 0.0114975173691794 0.0 3.1710148831e-06 6.256651238e-07 0.0 0.0003984181858594 0.0011289432695008 2.55777771823e-05 5.08935233889e-05 0.0 0.0001002463670633 5.6449707197e-10 177.727039 138.871907 22.423213 1024 1 403555813327.773424483
La SNL Haswell Shepard 1024 1024 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 1.500297216845646 0.0095513077970153 0.0009056352675578 0.0 2.57895889785e-05 0.472137074020982 0.141631370290629 0.0 0.0003615562876551 0.0 0.0101500044171246 3.25022919177e-05 0.0102709420875917 0.212579945330931 0.153160468904916 0.0 0.0564302063068585 0.0007333835189578 0.1612816557070441 0.0008357364370958 0.0001695331066187 7.049286981e-05 0.0007933643543709 0.0006833988112008 7.07261968921e-05 0.0 0.0 5.17754542137e-05 0.0 0.0 0.0 0.26329580823081 0.0103280377632839 0.0 2.3504774906e-06 6.963114348e-07 0.0 0.0003696201576204 0.0010288571738218 2.09463097428e-05 4.58365895762e-05 0.0 8.83629297618e-05 4.8437429671e-10 199.455043 161.234768 21.826173 1024 1 442664264921.498584032
La SNL Haswell Shepard 1024 1024 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 1.49820265734887 0.0090783153126868 0.0008982210931946 0.0 2.41216946476e-05 0.4802094493767634 0.144968160048676 0.0 0.0003315781422999 0.0 0.0094131721680364 2.98510493108e-05 0.0095173902144203 0.2078486331912746 0.1483422839210762 0.0 0.0594888736631169 0.0006796144525867 0.1742487146727072 0.0007743330239622 0.0001569338984599 6.39072767202e-05 0.0007442260701675 0.0006469291388932 6.268903174e-05 0.0 0.0 4.45402119072e-05 0.0 0.0 0.0 0.2506633547920229 0.0098113887845349 0.0 2.2411400576e-06 5.025875092e-07 0.0 0.0003626392701652 0.0009697733840027 2.0519879559e-05 4.49364080685e-05 0.0 6.58912406438e-05 4.4225313087e-10 219.5728 181.203535 22.004598 1024 1 466972198916.34048343