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 ANL Mira 512 512 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.6 testing_ftdqr.x empirical 1.6 1 0.3655883857464661 0.0 0.0 6.44769349182e-05 0.0478441162905954 0.0 0.0 8.3368325086e-06 0.0533998205369224 0.3883192808678683 0.0 0.0 0.0 -0.0001408951589873 0.002029892790083 0.0387048906532779 0.522220044904109 0.006669340076003 0.0005765430662288 0.0 0.0 0.0 0.0 0.0005665885503389 0.0562527240218065 0.0 0.0 0.00667593630683 0.0 0.0 0.0772766021295069 0.0 0.0 3.34190913745e-05 0.0 0.0 0.0 0.0 0.1089322130865594 0.0381886120420402 0.0 3.045e-13 0.0 6.2517293013e-10 53.718737 32.04268 8.334791 512 1 3284017098394.004003354
ftla ANL Mira 1024 1024 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.6 testing_ftdqr.x empirical 1.6 1 0.3668818316168043 0.0 0.0 0.00010765760267 0.0467500525986032 0.0 0.0 7.6903367863e-06 0.0550640862529404 0.3919521836043637 0.0 0.0 0.0 0.001473005546205 0.0025177264581758 0.0343468108916858 0.5102088639423895 0.0056225220329655 0.0007089190841466 0.0 0.0 0.0 0.0 0.0007382002119083 0.0584896708672609 0.0 0.0 0.0055984379455644 0.0 0.0 0.0684560458989461 0.0 0.0 4.43542014732e-05 0.0 0.0 0.0 0.0 0.1081236692973156 0.0398640811749723 0.0 5.343e-13 0.0 6.2553602608e-10 55.670692 34.577299 7.988949 1024 1 1872092503350.450673695
ftla ANL Mira 2048 2048 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.6 testing_ftdqr.x empirical 1.6 1 0.357380111719017 0.0 0.0 8.28992862388e-05 0.0387192517254636 0.0 0.0 6.6522424198e-06 0.0441273888753443 0.3892849625813787 0.0 0.0 0.0 -0.0048539809673178 0.0034740363425389 0.0263653181931018 0.4922359887416983 0.0052543361770667 0.0008625811821947 0.0 0.0 0.0 0.0 0.0011198203230286 0.0492571727670074 0.0 0.0 0.005006714701282 0.0 0.0 0.0525424864082866 0.0 0.0 6.39133752632e-05 0.0 0.0 0.0 0.0 0.1051220786014105 0.047197587480424 0.0 8.256e-13 0.0 6.2554153342e-10 54.107472 32.831726 8.042006 2048 1 1210972642949.019805471
ftla ANL Mira 4096 4096 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.6 testing_ftdqr.x empirical 1.6 1 0.3489818591892215 0.0 0.0 0.0001166594453494 0.0347543514719304 0.0 0.0 5.398751993e-06 0.0411637121246183 0.3837002120678671 0.0 0.0 0.0 -0.0055100577175237 0.0040395951730869 0.0205476549033192 0.4883150770471859 0.0048687457754634 0.0009634624428634 0.0 0.0 0.0 0.0 0.0013393926998339 0.0471107367102723 0.0 0.0 0.0044827538878615 0.0 0.0 0.0408248130990507 0.0 0.0 7.98055877924e-05 0.0 0.0 0.0 0.0 0.1016652515308526 0.0496311331678748 0.0 1.1979e-12 0.0 6.2581882828e-10 55.888417 34.819454 7.698024 4096 1 834409511831.378356497
ftla ANL Mira 8192 8192 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.6 testing_ftdqr.x empirical 1.6 1 0.3442293274162703 0.0 0.0 7.25696671867e-05 0.032225007706514 0.0 0.0 4.3719511608e-06 0.0427170959646525 0.3824712000756473 0.0 0.0 0.0 -0.0032500795981034 0.0047346193719595 0.0124624140198137 0.4792356009706978 0.0041209382227885 0.0009836516613689 0.0 0.0 0.0 0.0 0.0015345635545615 0.0495296217004652 0.0 0.0 0.0035816633516755 0.0 0.0 0.0246424910907243 0.0 0.0 4.77076772385e-05 0.0 0.0 0.0 0.0 0.0986797363327881 0.0518055761350272 0.0 1.6401e-12 0.0 6.2591130626e-10 55.135514 33.964976 7.670635 8192 1 609613709137.090480395
ftla ANL Mira 16384 16384 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.6 testing_ftdqr.x empirical 1.6 1 0.3359270420210166 0.0 0.0 8.18856026073e-05 0.0272754083713565 0.0 0.0 3.1016400069e-06 0.0354663898459668 0.3773182943217779 0.0 0.0 0.0 -0.0071882764727601 0.0052429079761815 0.0082931468042012 0.473903497741569 0.0039867381116398 0.001087518363467 0.0 0.0 0.0 0.0 0.0017467814720056 0.0431833349951862 0.0 0.0 0.0033073668302878 0.0 0.0 0.0163743253161463 0.0 0.0 6.51012253009e-05 0.0 0.0 0.0 0.0 0.0960545839377399 0.0554962528601303 0.0 1.8798e-12 0.0 6.2646745157e-10 55.328428 33.636185 7.985639 16384 1 529484357357.608218829