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 64 64 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 2.152900810298137 0.0360803958495212 0.0030882711965249 0.0 2.73244750916e-05 0.6634080245810622 0.1735903986467016 0.0 0.0009146941994783 0.0 0.0410681886269259 2.99754816316e-05 0.0417328308318947 0.3254294754521806 0.3139256732406716 0.0 0.011376460491326 0.0021572833111164 0.220995213887276 0.0018942098290211 0.0028282735503601 6.66274891761e-05 0.0019511334383914 0.0018597733762737 6.67794693847e-05 0.0 0.0 2.84712637969e-05 0.0 0.0 0.0 0.3388525498511004 0.0449163942482734 0.0 1.0993073138e-06 2.953912609e-07 0.0 0.0002671209084184 0.0045795236237631 1.63366814582e-05 2.88278491128e-05 0.0 0.001853743461874 8.4751245e-10 178.112587 127.280669 35.489914 64 1 2324165215508.043569153
La SNL Haswell Shepard 64 64 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 2.196153924597013 0.0325280839727181 0.0039503914387962 0.0 2.62865463174e-05 0.6463877067111611 0.1686888272094812 0.0 0.0008853183603736 0.0 0.0384104342473004 2.88393122851e-05 0.0397691249827557 0.3121734164077892 0.3005623622693143 0.0 0.0266264759523027 0.0019384451105086 0.2624959101677114 0.0017538141072007 0.0026936862984826 6.46688261088e-05 0.0016585266969965 0.0015766547874969 6.31121770674e-05 0.0 0.0 2.63203964079e-05 0.0 0.0 0.0 0.3223939514025701 0.0435209616347352 0.0 1.0491026284e-06 2.271470995e-07 0.0 0.0002323723052974 0.0065969114620532 1.44024147979e-05 2.62768596323e-05 0.0 0.0025465568085047 6.7713958714e-10 209.123575 156.760532 37.094336 64 1 2331679455736.155145508
La SNL Haswell Shepard 64 64 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 1.814299513529626 0.0469833581574453 0.0056144172224652 0.0 1.66515566569e-05 0.5982971527277542 0.1555452543396178 0.0 0.0005643133307868 0.0 0.0363993137683008 2.68941837828e-05 0.0365029430555157 0.2068199522649889 0.1736995427909693 0.0 0.0089887319098681 0.0015290156344797 0.3221183774635815 0.0015402942004317 0.0024383489907089 5.95291309303e-05 0.0019019510809928 0.0018240040722653 6.02118833952e-05 0.0 0.0 2.48885260147e-05 0.0 0.0 0.0 0.3033168155332853 0.0396977541135639 0.0 9.568522287e-07 3.969613328e-07 0.0 0.000236496902728 0.0071825293983406 1.39458633377e-05 2.48087521395e-05 0.0 0.003046450909777 5.6469497279e-10 228.886154 175.50711 38.24456 64 1 2382591163070.871084671
La SNL Haswell Shepard 64 64 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 2.051121976933441 0.028905094168795 0.0055471421037279 0.0 2.28569912067e-05 0.5527410125251486 0.1452007693328223 0.0 0.0007611022037893 0.0 0.0334184465569365 2.44361846354e-05 0.0328234616694121 0.1244577532122836 0.1206479930717692 0.0 0.0081425437713176 0.0013887255737899 0.3752796269863618 0.0014545325479804 0.0022561293209357 5.60990050108e-05 0.0014010931986341 0.0013284946273692 5.71234323051e-05 0.0 0.0 2.16912513019e-05 0.0 0.0 0.0 0.2780423133726814 0.0367726761221211 0.0 8.343955838e-07 2.855695346e-07 0.0 0.0002189091786829 0.0075142189154004 1.28852274439e-05 2.28452670569e-05 0.0 0.0030669110848383 4.8198154975e-10 263.264983 207.347176 39.48473 64 1 2484781061891.674620062
La SNL Haswell Shepard 64 64 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 1.992446209235417 0.0349985215524728 0.0062378802462954 0.0 1.79021114788e-05 0.5250682613362457 0.1373807635246931 0.0 0.00059881331544 0.0 0.0255499343737879 1.95646408873e-05 0.0265794840400116 0.2272676642759762 0.2110065835824415 0.0 0.0085765476100209 0.0011566972104629 0.2385142634753709 0.0040512603612062 0.0017530255791894 4.39786376051e-05 0.001316207340568 0.0012496816064878 5.320785967e-05 0.0 0.0 2.178533716e-05 0.0 0.0 0.0 0.2650332992870625 0.035162582542036 0.0 8.425296706e-07 1.747848057e-07 0.0 0.0002082665667959 0.0074226610994589 1.12152659487e-05 2.20052394301e-05 0.0 0.0019338965488175 4.4022234553e-10 286.77444 229.44353 42.152783 64 1 2391867590756.462343816