Create Training Set

Model Title

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
	BT-MZ	SystemG	56	8	7	Class C=480.0	2.4	bt-mz.C.8	empirical	2.4	1	1.426768662397088	0.0136315169854372	0.0013443050690125	0.3246117683649891	0.0141610596078484	0.0	0.0074713407848493	0.0032437626062988	0.0141044631976404	1.432127008447219	0.0054365355436708	7.22379754561e-05	0.0003246178280397	0.0063215541848106	2.47229269508e-05	0.5755475943509815	0.3923502910994977	0.0216269930209794	0.005199590375894	0.005199590375894	0.0	0.022273565816264	0.0053738818037437	0.0001038229657608	0.0230252005198869	0.0	0.8518077937165904	0.0132940010366461	0.0	0.9937541619866334	0.577670273950522	0.0002269442053166	8.5682076742e-06	0.000448153942837	0.0	1.39759118455e-05	0.0	0.0271200210412507	0.0	0.0	1.9707555113e-06	4.422114626e-07	0.0	4.2104741534e-10	291.6	116.0441	81.8882	8	7	81637069241.342798549
	BT-MZ	SystemG	56	8	7	Class C=480.0	2.8	bt-mz.C.8	empirical	2.8	1	1.392182718538149	0.0129365445547873	0.0012286417986549	0.3080414723790058	0.0166114685851084	0.0	0.0071633256207472	0.0030731142865543	0.0183959825732116	1.391389404180923	0.0053127897632436	6.44508535733e-05	0.0003159936152375	0.0082881851497252	2.45758083678e-05	0.5471137765257932	0.4009887969279191	0.0214030112694696	0.0051185373397945	0.0051185373397945	0.0	0.0211983883348441	0.0051163233901512	9.6144052892e-05	0.027723307176828	0.0	0.8181221386051895	0.0124762697464481	0.0	0.9926315656756306	0.5493719781110595	0.0002075134214483	7.8651549265e-06	0.0004248056223321	0.0	1.28154764026e-05	0.0	0.0264816724133427	0.0	0.0	1.3722521144e-06	3.794734545e-07	0.0	3.6018846472e-10	317.0586	138.0966	86.9862	8	7	85255689750.840835867