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
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 2.301 hdc-fti empirical 2.301 1 1.854650216918747 0.025176900198496 0.0154000727076753 0.0 0.0108946158231857 0.8041608536967282 0.261084664586131 0.0 0.0046867733801983 0.0 0.0289217351983006 0.0127868398106836 0.0375743985455362 0.1784976529491575 0.1010669959383015 0.0 0.0757697993364072 0.0129815314208133 0.3470259255228334 0.024707498055277 0.0164932281362511 0.0167498850703381 0.0254946839667548 0.0097058890865519 0.0163534444178833 0.0 0.0 0.00017376631329 0.0 0.0 0.0 0.2912600135366872 0.040952049328639 0.0 1.08612809721e-05 1.9277159446e-06 0.0 2.22018023171e-05 0.0147938430308321 0.0001563573058307 0.0001629229777301 0.0 0.0010409599769807 4.8166882162e-10 309.363962 249.71431 43.39989 960 1 2520317619722.790975029
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 2.301 hdc-fti empirical 2.301 1 1.872502346329997 0.0256902410978521 0.0146735679228385 0.0 0.0115334205618313 0.7870936090273692 0.2442896805037122 0.0 0.0050934961188017 0.0 0.027983142233896 0.0114311396628975 0.034573469866638 0.1819737225427277 0.1036227530600498 0.0 0.0816611492747692 0.0143460811369747 0.3610330137419291 0.0272712173701268 0.0160517875631316 0.0162498245858582 0.025297539985202 0.0098886626100724 0.0159587208128677 0.0 0.0 0.0001742139528885 0.0 0.0 0.0 0.2899394823183193 0.0459182886863302 0.0 3.5726049203e-06 8.045914221e-07 0.0 2.12130723371e-05 0.0134986283542042 0.0001693392240355 0.0001730998479548 0.0 0.0010644272191468 5.1704972983e-10 304.272923 243.415928 44.574192 960 1 2510371564117.755493074
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=2.0, ckp L2=5.0, ckp L3=8.0, ckp L4=11.0 2.301 hdc-fti empirical 2.301 1 1.883189370077578 0.0239707099025978 0.0140835388779885 0.0 0.0118365896171406 0.8077176381386542 0.2698486083080954 0.0 0.0049414819687855 0.0 0.0268193642402481 0.0109400210004962 0.0330930742142853 0.1865497782883148 0.1049706785342137 0.0 0.0789286881333365 0.0116255305302316 0.3382643970000982 0.0239291656200023 0.0150025371754006 0.0151894053128914 0.0224249106254588 0.008556747352717 0.0143586330028183 0.0 0.0 0.0001465989429748 0.0 0.0 0.0 0.2899006258561679 0.0444824818104474 0.0 2.21479281017e-05 2.3465469204e-06 0.0 2.07700870205e-05 0.0145538897914949 0.0001626863924662 0.0001682939223343 0.0 0.0009158508258169 5.0054784101e-10 307.666557 248.238249 43.124557 960 1 2635356453317.808707653
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=3.0, ckp L2=6.0, ckp L3=9.0, ckp L4=12.0 2.301 hdc-fti empirical 2.301 1 1.985221985808389 0.0220492544768143 0.0126636602184221 0.0 0.0103334877320157 0.8165886071057291 0.2736837543537038 0.0 0.0041755321261269 0.0 0.0260353773306015 0.0104520489596097 0.0312904931980132 0.1960568212591236 0.1099455054432141 0.0 0.0748650529119221 0.0119243331884109 0.3199483144887212 0.0229460241972221 0.0150606368979106 0.0152752233972718 0.0235953885651543 0.0090615246714465 0.015224236910093 0.0 0.0 0.0001719644692394 0.0 0.0 0.0 0.2994267424463286 0.0403556276158748 0.0 8.9012302524e-06 1.0298301296e-06 0.0 1.91623707241e-05 0.0134186734913026 0.0001449760591552 0.0001565274814203 0.0 0.0008117046584036 4.6997993179e-10 314.245503 254.286827 43.693856 960 1 2842047095314.763120601
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=3.0, ckp L2=4.0, ckp L3=5.0, ckp L4=6.0 2.301 hdc-fti empirical 2.301 1 2.004083495414108 0.022044498343719 0.0127922703214767 0.0 0.0106740669539008 0.7820153035727306 0.260567227826242 0.0 0.0043562207615806 0.0 0.0241650442860006 0.0103424780486517 0.0313468711920923 0.1806276802255188 0.10183568024644 0.0 0.084592565359482 0.0113503298427283 0.3191717758165275 0.0214435051057287 0.0141997946707615 0.0143741862691138 0.02151505191626 0.0082155641064099 0.0138076590468777 0.0 0.0 0.0001590345591495 0.0 0.0 0.0 0.3109133181831372 0.039026164052732 0.0 1.132082185e-06 3.874733715e-07 0.0 1.82451367964e-05 0.0118164994163083 0.0001498731552222 0.0001532765410351 0.0 0.0006894670136533 4.7300911573e-10 304.169191 245.611081 42.273642 960 1 2863280243362.340749703
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 2.301 hdc-fti empirical 2.301 1 1.921814110036808 0.0227014375061607 0.0131670658227548 0.0 0.0096587793940065 0.8258237293935254 0.2802479719452546 0.0 0.0039394566108294 0.0 0.0243101602159263 0.0096658339786573 0.0286045105626112 0.2085849579963951 0.117003072562868 0.0 0.0881639689297123 0.0111836333488056 0.2800709874036216 0.0202778834889514 0.0139761973017003 0.014167119986409 0.0226654361539405 0.0087526716061709 0.0144002311259422 0.0 0.0 0.0001517480489475 0.0 0.0 0.0 0.2929787598059938 0.0418408756917792 0.0 1.7110701342e-06 1.139998888e-06 0.0 1.82276499014e-05 0.0122161301478212 0.0001507722248925 0.0001522252751152 0.0 0.0006619955957756 4.9340465982e-10 308.094736 249.543854 42.242875 960 1 2780357890216.246478578
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 2.301 hdc-fti empirical 2.301 1 1.973331180817544 0.0225664271089201 0.0128631320149258 0.0 0.0098947813114051 0.797688198308175 0.2664475064213102 0.0 0.0041154178534332 0.0 0.0233742766508716 0.0102267854324054 0.0314163919116549 0.2050338271410784 0.1150751486690259 0.0 0.0846576976583904 0.0105401184987873 0.318751477052337 0.0231237249754161 0.0127988708953909 0.0130037456766405 0.0211532389669224 0.0080357763033152 0.0136321631505006 0.0 0.0 0.0001505442037918 0.0 0.0 0.0 0.306306797358415 0.0395984830242935 0.0 8.1696622628e-06 1.5542092768e-06 0.0 1.80934906487e-05 0.0126644734385906 0.0001492287354125 0.0001553668003429 0.0 0.0007515221733367 4.989123921e-10 306.39365 248.07538 42.060813 960 1 2786103752903.755544941
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=2.0, ckp L2=3.0, ckp L3=4.0, ckp L4=5.0 2.301 hdc-fti empirical 2.301 1 2.065903805021167 0.0197991003886157 0.0119698263445501 0.0 0.009655382372579 0.7486023540055059 0.2420267735472302 0.0 0.0039869459539409 0.0 0.0243456385128388 0.0100845061826351 0.0301301978943023 0.206816508899221 0.1163167219788526 0.0 0.0903032278295829 0.010971401855277 0.3413277762274951 0.0217712228628099 0.0133151569725797 0.0135707057029617 0.0199892506241999 0.0076648827627562 0.0127506811480055 0.0 0.0 0.0001549865372195 0.0 0.0 0.0 0.2756739959147962 0.0443297224991987 0.0 5.6475957599e-06 8.157736133e-07 0.0 1.73486619349e-05 0.0146344270149435 0.000162632694197 0.0001767316275685 0.0 0.0007072248276804 4.9809423293e-10 294.76263 238.857361 39.639772 960 1 3204590614532.012345177
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=1.0, ckp L2=4.0, ckp L3=7.0, ckp L4=10.0 2.301 hdc-fti empirical 2.301 1 1.921753892501073 0.0232033215708146 0.0124918719915128 0.0 0.0099746906410893 0.7942431893793079 0.2511862247573223 0.0 0.0041535154657742 0.0 0.02561393847286 0.009792731530804 0.0298153482732678 0.2148921219727033 0.1216086112602135 0.0 0.0933493457700383 0.013665427578874 0.3730928310832465 0.0245765808467217 0.0130394176033365 0.0132850598691329 0.0232656068849344 0.0109025966088441 0.0129803402867804 0.0 0.0 0.0001480064636689 0.0 0.0 0.0 0.2981444144100153 0.0407792229259725 0.0 2.777527955e-06 2.857067814e-06 0.0 1.8088330385e-05 0.0123594484994308 0.0001357919050606 0.0001498356736197 0.0 0.0007564402499293 5.2527425553e-10 291.807115 236.249244 39.271514 960 1 3131183018555.655274149
HDC2-FTI SNL Haswell Shepard 960 960 1 number of iterations=1000000.0, Local data size (MB)=2.0, ckp L1=1.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 2.301 hdc-fti empirical 2.301 1 1.964921757637112 0.0228963405124271 0.0118750661880896 0.0 0.0091930638217486 0.7946596179769237 0.2500680444474723 0.0 0.0039664294130395 0.0 0.0231453388823686 0.0098431650358992 0.0293500990980596 0.2042141033518796 0.1157559174825397 0.0 0.0840133400366124 0.0137813288143501 0.3472537709765074 0.0241412899880954 0.0135937557624729 0.0138123251752486 0.0246599429858896 0.011653094633773 0.0135123370110679 0.0 0.0 0.0001431758497945 0.0 0.0 0.0 0.3055070394409665 0.0407291526574639 0.0 3.3472585941e-06 1.0416981075e-06 0.0 1.81020347408e-05 0.0111892992522489 0.000131356147506 0.0001548776736998 0.0 0.0006982540041223 5.3487343177e-10 285.217412 231.021173 37.936286 960 1 3231308571974.838659689