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
gtcmpi systemg 8 8 1 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9630470389008144 0.0074527411197884 0.0032434507959788 0.1670012328668163 0.035342104926849 0.0 0.0018487035496598 0.0033538551451753 0.0329595045876478 1.018205450667433 0.0002613660453543 5.67985182518e-05 9.6530821254e-06 0.0196862581731812 0.0009897144659513 0.315864449616461 0.313851788508147 0.0148480660496806 0.0007948852725836 0.0007948852725836 0.0 0.0148664473487406 0.0007942608880727 8.96147522546e-05 0.054458652248714 0.0 0.4272200706869126 0.0072633612442902 0.0 0.9951726019004066 0.3129242700178844 0.0001759181739637 9.2075039457e-06 0.011925646791825 0.0 2.8983168717e-06 0.0 0.0157953797472495 0.2950973780679998 0.092898348504114 4.8593601e-07 3.759061677e-07 0.0 3.6211599733e-10 255.918 86.9607 81.3246 8 1 170377882929.527961818
gtcmpi systemg 8 4 2 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9557562917959044 0.0075476510188935 0.0032598955679773 0.1638746528335207 0.0348092184822282 0.0 0.0018094028859252 0.0033138037665012 0.0342110682372039 1.011465224824081 0.0022399169792115 5.52507336808e-05 2.39933108683e-05 0.0199099640650732 0.0009038267406785 0.3118412410527832 0.3155594541128809 0.0153672797816395 0.0008208494691545 0.0008208494691545 0.0 0.0148039278288897 0.0007929224881859 8.38391378472e-05 0.0551486429328295 0.0 0.4132029159717846 0.0072393006239858 0.0 0.99510399953534 0.3055768852036015 0.0001593771930427 7.4737427638e-06 0.0116180245794313 0.0 3.9402623673e-06 0.0 0.0163393113049395 0.2923651069307722 0.0919386862653356 2.3159285242e-06 3.830083556e-07 0.0 3.618251378e-10 276.977 101.8443 85.2934 4 2 172117203847.852718209
gtcmpi systemg 8 2 4 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9197733065707964 0.0079288576791521 0.0030757967186552 0.1582872603153397 0.0346176822204449 0.0 0.0018460595010121 0.0033600522243792 0.0347107024991233 0.9721608433979554 0.0031188120799694 7.90005332637e-05 3.73658632907e-05 0.0199420520384669 0.0008744650187853 0.2986594450611064 0.3333615806252998 0.0163625619582565 0.0008213210955334 0.0008213210955334 0.0 0.0164207050321594 0.0008224665402887 7.98238336279e-05 0.056362377044317 0.0 0.4000207194023038 0.0077799174624666 0.0 0.9948434161563248 0.299242793588069 0.0001756695173095 8.2924991356e-06 0.0113984816889479 0.0 6.4216710891e-06 0.0 0.0175522728539008 0.2785612447360407 0.0869107823198991 4.29550957e-07 3.795941828e-07 0.0 3.6275181511e-10 306.5182 121.0379 91.3212 2 4 183601631269.036711947
gtcmpi systemg 8 1 8 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.8080888756661513 0.0080042243461118 0.00265712165146 0.1358598351619852 0.0312980112813858 0.0 0.0018054925159973 0.0030888020039473 0.0355662979701808 0.8523052894366688 0.0004637546105371 0.000144273700823 7.45451867104e-05 0.0199838934511337 0.0007247709429701 0.256715718385029 0.3977843347290411 0.0148515007924649 0.000776501452788 0.000776501452788 0.0 0.0149130483801144 0.0007796946558762 7.0411581278e-05 0.0525251852353514 0.0 0.3460812898817934 0.0079784611943818 0.0 0.9939274443552298 0.2570480313651056 0.0001715943078019 1.17266417316e-05 0.0098151205560376 0.0 1.01829154436e-05 0.0 0.0158787761989138 0.242926152977816 0.0751054404575119 3.262032763e-07 3.847237507e-07 0.0 3.6791027034e-10 329.0309 135.6074 95.163 1 8 222269878262.512871388