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
Nekbone-ori-cache ANL Theta 64 64 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7485990692510628 0.000575029634724 0.0 0.0 0.0 0.2498597241559101 0.0167760839542024 0.0 2.70792723263e-05 0.0 0.0 0.0 0.0 0.0059054746379531 0.0054302684063508 0.0 0.0004762474448007 0.0005261901539824 0.5247768981656391 0.0018279694988125 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.03297766304e-05 0.0 0.0 0.0 0.0061583773917884 0.000522937456257 0.0 3.19269417386e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1900221832e-10 174.201468 123.480114 13.954309 64 1 2937397457458.23667767
Nekbone-ori-cache ANL Theta 128 128 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7486750277202926 0.0006084869490753 0.0 0.0 0.0 0.2495548530481638 0.0167703008101362 0.0 2.53195641257e-05 0.0 0.0 0.0 0.0 0.0059002816310905 0.0054176064824524 0.0 0.0004825524800208 0.0005580250347513 0.5225856642541049 0.0018360580279997 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.33143219253e-05 0.0 0.0 0.0 0.0061303426516076 0.0005576043251519 0.0 3.01453302668e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1906100278e-10 178.729295 129.537151 12.746805 128 1 2938952078933.099167617
Nekbone-ori-cache ANL Theta 256 256 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7481753744188095 0.0006272728473798 0.0 0.0 0.0 0.2499585727831691 0.0168946014958691 0.0 2.5944519105e-05 0.0 0.0 0.0 0.0 0.0060043557631989 0.0054427000790272 0.0 0.0004954998930337 0.0005730773141013 0.523598497527387 0.0018285718297564 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.63456827151e-05 0.0 0.0 0.0 0.0062798092221748 0.0005698622521468 0.0 3.4595823304e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1925410624e-10 177.661309 123.703143 12.412668 256 1 2942118941888.795354262
Nekbone-ori-cache ANL Theta 512 512 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7485673296543012 0.0006201830731574 0.0 0.0 0.0 0.2498415522692745 0.0169253590074261 0.0 2.58446749924e-05 0.0 0.0 0.0 0.0 0.006010118580012 0.0054423095292746 0.0 0.0006378497769672 0.0005702635229592 0.5215032857543463 0.0018344103413148 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.96990840162e-05 0.0 0.0 0.0 0.0078370650073131 0.000565684357278 0.0 3.74007482415e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1953814086e-10 181.944234 128.737713 12.13327 512 1 2943008985554.278293606
Nekbone-ori-cache ANL Theta 1024 1024 1 Element size=256.0, Iters=1000.0 1.301 nekbone empirical 1.301 1 0.7493779149743469 0.0006195996408039 0.0 0.0 0.0 0.2500929328420631 0.0170694208865189 0.0 2.84382906938e-05 0.0 0.0 0.0 0.0 0.0063695976903577 0.005541882960415 0.0 0.0008886720446733 0.0005646463017058 0.5225655536124094 0.0018329547215879 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.85415623565e-05 0.0 0.0 0.0 0.0066561173709937 0.0005655642083708 0.0 4.20638576669e-05 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.1996628257e-10 174.683628 121.73616 12.154535 1024 1 2951342425946.740124158