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-mpi SNL Haswell Shepard 768 768 1 STREAM array size=320000000.0, NTIMES=10000.0 2.301 stream_mpic empirical 2.301 1 0.477414562581934 0.0148128952908487 0.0103052507625017 0.0 0.0038779069602899 0.2713654193727457 0.0797260491557459 0.0 0.0048805188134832 0.0 0.0087383539675816 0.004803968818441 0.0129360881442594 0.0706734996928946 0.0433251508747043 0.0 0.047139950006851 0.042127494727172 0.7958253092321242 0.015923463108094 0.0058008377350705 0.027695957618433 0.0132803264839039 0.0082437531484186 0.0278411201282089 0.0 0.0 8.86257867667e-05 0.0 0.0 0.0 0.1346045548660686 0.0160003144786396 0.0 0.0002506561822857 4.8221544175e-06 0.0 2.57750809016e-05 0.0098523541465064 6.48910232904e-05 8.60781901821e-05 0.0 0.0024766797332715 4.5068745798e-10 312.767502 234.836319 62.314488 768 1 363203499679.514201155