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	112	16	7	Class C=480.0	2.4	bt-mz.C.16	empirical	2.4	1	1.437404083530815	0.0135474488126239	0.0011978183591008	0.3077867789174982	0.020456346445319	0.0	0.0077431076445769	0.0031247787189926	0.0229326994602062	1.434803042780378	0.0052206950619764	6.14580904587e-05	0.0003136296917066	0.011481211008444	3.10294554132e-05	0.5520619812263553	0.4034027334784012	0.0222783201080423	0.0055268191663751	0.0055268191663751	0.0	0.0223772609224115	0.0055667370575052	0.0001120427920157	0.0327420315242913	0.0	0.8426609324073416	0.0132283462469713	0.0	0.992381727199418	0.5458218488883018	0.0002408583949918	1.66611113057e-05	0.0004223670890401	0.0	1.38470356994e-05	0.0	0.0281420891868947	0.0	0.0	2.378012295e-06	4.429135885e-07	0.0	4.215108633e-10	282.9444	111.3056	80.0444	16	7	43438078574.427099469
	BT-MZ	SystemG	112	16	7	Class C=480.0	2.8	bt-mz.C.16	empirical	2.8	1	1.402283340716316	0.0124393230451125	0.0010409565028989	0.2785271139734088	0.0298076882413984	0.0	0.0068907345476587	0.0028165775317045	0.0351677300792767	1.384349644766065	0.0048928456994459	6.89809612476e-05	0.0002955753382789	0.0190215047150541	2.86515624608e-05	0.496824169785671	0.4038751436059258	0.0203586999641904	0.0049902349582576	0.0049902349582576	0.0	0.0202087184222993	0.0050050305413893	9.92104244213e-05	0.0494449537070423	0.0	0.8176048427583572	0.0121949967456696	0.0	0.9919091741184186	0.4983111727873534	0.0002174218806365	3.25020812858e-05	0.0003821243689514	0.0	1.63337491748e-05	0.0	0.0258808631839161	0.0	0.0	2.1742273584e-06	3.791671604e-07	0.0	3.6055330525e-10	292.6625	133.25	83.3375	16	7	47518521534.895844642