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 SNL Haswell Shepard 512 512 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.2 testing_ftdqr.x empirical 1.2 1 2.04059477555729 0.0218947503304066 0.0018476110140006 0.0 3.16400463024e-05 0.6040316836808605 0.1663995329448057 0.0 0.0008817626283869 0.0 0.0314950293450742 3.68533645599e-05 0.030903972175435 0.2821102621989502 0.2529425777399796 0.0 0.0297042099598543 0.0012969319442332 0.1953270401268171 0.0015454110563318 0.0003393471764034 6.27965323296e-05 0.0014651440886001 0.0013371968359657 6.67836852649e-05 0.0 0.0 6.48370515842e-05 0.0 0.0 0.0 0.3084194888807034 0.030190208583472 0.0 8.2296124322e-06 1.4973726411e-06 0.0 0.0004099532558526 0.0026957685770453 3.68261766907e-05 7.19533449668e-05 0.0 0.0006320836218142 8.484053838e-10 144.19628 104.062296 24.092273 512 1 751250370601.43181991
Ftla SNL Haswell Shepard 512 512 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.5 testing_ftdqr.x empirical 1.5 1 2.014981275521827 0.0216806265032172 0.0021457902209805 0.0 3.27738652581e-05 0.5869949288971698 0.1627081536728502 0.0 0.0008819145297607 0.0 0.0308266379043024 3.3530015149e-05 0.0282909358140879 0.2752321017106064 0.2454706667399174 0.0 0.03046654519911 0.0012423145403254 0.1998420360235298 0.0013808794729477 0.0003189971583272 6.02585642366e-05 0.0012965684320331 0.0011838794418003 6.16464038728e-05 0.0 0.0 6.07587744433e-05 0.0 0.0 0.0 0.3060758992843431 0.0270812333105934 0.0 3.1146057132e-06 9.58542721e-07 0.0 0.0003979907599351 0.0029161183081875 3.40264919311e-05 5.96639363372e-05 0.0 0.0008083120209398 6.776827392e-10 162.449635 121.574084 24.842754 512 1 758050464154.42183362
Ftla SNL Haswell Shepard 512 512 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.8 testing_ftdqr.x empirical 1.8 1 1.960293976978188 0.0217472271139872 0.002512482375322 0.0 2.89134928925e-05 0.5943580057388129 0.1624124776324323 0.0 0.0007563883853625 0.0 0.0289487268254526 3.27409365286e-05 0.027492549131369 0.2795895184334082 0.2532128536353114 0.0 0.0258932167323716 0.0014404089469121 0.2107154010949271 0.0013283909111626 0.0003426604087429 6.59800375796e-05 0.0013413932186981 0.0012344782017071 5.82371218756e-05 0.0 0.0 6.98872964305e-05 0.0 0.0 0.0 0.3033788472698494 0.0258837437274462 0.0 7.0923741199e-06 6.966363488e-07 0.0 0.0004115755894707 0.0030492870653233 3.12051090966e-05 5.77745819425e-05 0.0 0.0008537690900924 5.6607111594e-10 187.05121 145.459554 25.557455 512 1 761440947723.05332898
Ftla SNL Haswell Shepard 512 512 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 2.1 testing_ftdqr.x empirical 2.1 1 1.959146163804403 0.0212883114753374 0.0025706492020227 0.0 3.20510512299e-05 0.5724715301412688 0.1566081668976753 0.0 0.000822292346274 0.0 0.0289038304919629 3.47771482868e-05 0.0290007525787551 0.2752771136845508 0.2488530307376775 0.0 0.0266097299455273 0.0013344416264928 0.2339308720116568 0.0014521913242009 0.0003326751262993 6.47176129879e-05 0.0013639791876656 0.0012456068428514 6.52182704793e-05 0.0 0.0 5.95928827057e-05 0.0 0.0 0.0 0.2976609195667227 0.0276894065380896 0.0 4.4446550452e-06 1.458277162e-06 0.0 0.000399092029524 0.0034140154494436 3.38280366102e-05 5.71860000538e-05 0.0 0.0010011518091358 4.830422199e-10 217.30677 175.339922 25.876935 512 1 771857222081.303208254
Ftla SNL Haswell Shepard 512 512 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 2.3 testing_ftdqr.x empirical 2.3 1 1.942510344424053 0.0210994376453882 0.0024656845796328 0.0 3.10430161737e-05 0.5732341574699773 0.1577161729928749 0.0 0.0008128023460896 0.0 0.0281542301799206 3.43350261636e-05 0.0284242891002201 0.2688450835756777 0.241283680722591 0.0 0.0267201791241199 0.0012794639325754 0.2350940215934982 0.0015554453111219 0.000316239675286 6.2892034412e-05 0.0012680312357814 0.0011574513911102 6.12419342396e-05 0.0 0.0 5.93962765169e-05 0.0 0.0 0.0 0.2894759412084427 0.0267287172852183 0.0 2.6680821927e-06 5.685636125e-07 0.0 0.0003948385181839 0.0036498381886461 3.31149595794e-05 6.43295242135e-05 0.0 0.0008969203474217 4.4158731347e-10 238.423229 196.319116 25.963595 512 1 778522655686.202542299