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
STREAM_PC ANL Theta 64 64 1 STREAM array size=512000000.0, NTIMES=5000.0 1.301 stream_mpic empirical 1.301 1 0.1010453712354267 0.028210151539133 0.0 0.0 0.0 0.0377796027913557 0.0242697160614867 0.0 0.0031979124832195 0.0 0.0 0.0 0.0 0.0112543363940875 0.0103745705341777 0.0 0.0008860293601035 0.0282948102072071 0.5304237176901265 0.0583792934917279 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.56872511968e-05 0.0 0.0 0.0 0.0110868158823525 0.0283327665849243 0.0 0.0010047672953329 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2653730342e-10 277.678115 199.907348 12.392173 64 1 862926908293.338791603
STREAM_PC ANL Theta 128 128 1 STREAM array size=512000000.0, NTIMES=5000.0 1.301 stream_mpic empirical 1.301 1 0.1009250905461435 0.0294146867075393 0.0 0.0 0.0 0.0374693980748886 0.0240591894978908 0.0 0.0031295729133981 0.0 0.0 0.0 0.0 0.0117094642947667 0.0103888956312627 0.0 0.0034652018899543 0.0300497694151147 0.5529272478110494 0.0576719091823662 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0001113806843866 0.0 0.0 0.0 0.0117048701629697 0.0286729469179797 0.0 0.0011764842834069 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2833500862e-10 275.77193 203.642743 13.07177 128 1 430584458097.389211284
STREAM_PC ANL Theta 256 256 1 STREAM array size=512000000.0, NTIMES=5000.0 1.301 stream_mpic empirical 1.301 1 0.1090429708238491 0.0292320277484499 0.0 0.0 0.0 0.0419067109288826 0.0256308395418744 0.0 0.0030476869370929 0.0 0.0 0.0 0.0 0.0139695411480947 0.0110556057208708 0.0 0.0031422976257037 0.0294703148486459 0.5933606204409776 0.0571497549961229 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.000240057749045 0.0 0.0 0.0 0.0163297204413069 0.029420183060033 0.0 0.0012717965090108 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.321997709e-10 273.548485 194.20303 15.557576 256 1 225565360116.121281895
STREAM_PC ANL Theta 512 512 1 STREAM array size=512000000.0, NTIMES=5000.0 1.301 stream_mpic empirical 1.301 1 0.1202558290304907 0.0310001324502013 0.0 0.0 0.0 0.0501396789677026 0.0288022574684699 0.0 0.0027718645798245 0.0 0.0 0.0 0.0 0.0197544859056448 0.0124111903019816 0.0 0.0024638610272666 0.0300383860222362 0.5777380590312257 0.0539054099436101 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0004923038027564 0.0 0.0 0.0 0.02410877350625 0.0304203076917683 0.0 0.0013411464772791 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.3682421198e-10 274.301775 191.053254 11.994083 512 1 115158292331.337187175
STREAM_PC ANL Theta 1024 1024 1 STREAM array size=512000000.0, NTIMES=5000.0 1.301 stream_mpic empirical 1.301 1 0.1372106571287304 0.0302531360752626 0.0 0.0 0.0 0.0636038288383148 0.0348662034372182 0.0 0.0025805255118918 0.0 0.0 0.0 0.0 0.0163497849484087 0.0109120011769499 0.0 0.0158514064228401 0.0266793797685255 0.4754569638002633 0.0476105386494111 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0010570598178053 0.0 0.0 0.0 0.0294950889751868 0.0275715147686031 0.0 0.001330246491393 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4777358821e-10 260.73913 191.130435 15.706522 1024 1 61483539569.852334354