@@ -8,85 +8,20 @@ description: NNPDF4.0 ht with TCM - DIS (NC & CC) only
88dataset_inputs :
99- {dataset: NMC_NC_NOTFIXED_EM-F2, frac: 0.75, variant: legacy_dw}
1010- {dataset: NMC_NC_NOTFIXED_P_EM-SIGMARED, frac: 0.75, variant: legacy}
11- - {dataset: SLAC_NC_NOTFIXED_P_EM-F2, frac: 0.75, variant: legacy_dw}
1211- {dataset: SLAC_NC_NOTFIXED_D_EM-F2, frac: 0.75, variant: legacy_dw}
1312- {dataset: BCDMS_NC_NOTFIXED_P_EM-F2, frac: 0.75, variant: legacy_dw}
14- - {dataset: BCDMS_NC_NOTFIXED_D_EM-F2, frac: 0.75, variant: legacy_dw}
1513- {dataset: CHORUS_CC_NOTFIXED_PB_NU-SIGMARED, frac: 0.75, variant: legacy_dw}
16- - {dataset: CHORUS_CC_NOTFIXED_PB_NB-SIGMARED, frac: 0.75, variant: legacy_dw}
17- - {dataset: NUTEV_CC_NOTFIXED_FE_NU-SIGMARED, cfac: [MAS], frac: 0.75, variant: legacy_dw}
1814- {dataset: NUTEV_CC_NOTFIXED_FE_NB-SIGMARED, cfac: [MAS], frac: 0.75, variant: legacy_dw}
19- - {dataset: HERA_NC_318GEV_EM-SIGMARED, frac: 0.75, variant: legacy}
20- - {dataset: HERA_NC_225GEV_EP-SIGMARED, frac: 0.75, variant: legacy}
21- - {dataset: HERA_NC_251GEV_EP-SIGMARED, frac: 0.75, variant: legacy}
22- - {dataset: HERA_NC_300GEV_EP-SIGMARED, frac: 0.75, variant: legacy}
23- - {dataset: HERA_NC_318GEV_EP-SIGMARED, frac: 0.75, variant: legacy}
24- - {dataset: HERA_CC_318GEV_EM-SIGMARED, frac: 0.75, variant: legacy}
2515- {dataset: HERA_CC_318GEV_EP-SIGMARED, frac: 0.75, variant: legacy}
2616- {dataset: HERA_NC_318GEV_EAVG_CHARM-SIGMARED, frac: 0.75, variant: legacy}
2717- {dataset: HERA_NC_318GEV_EAVG_BOTTOM-SIGMARED, frac: 0.75, variant: legacy}
2818- {dataset: DYE866_Z0_800GEV_DW_RATIO_PDXSECRATIO, frac: 0.75, variant: legacy}
29- - {dataset: DYE866_Z0_800GEV_PXSEC, frac: 0.75, variant: legacy}
30- - {dataset: DYE605_Z0_38P8GEV_DW_PXSEC, frac: 0.75, variant: legacy}
31- - {dataset: DYE906_Z0_120GEV_DW_PDXSECRATIO, frac: 0.75, cfac: [ACC], variant: legacy}
3219- {dataset: CDF_Z0_1P96TEV_ZRAP, frac: 0.75, variant: legacy}
33- - {dataset: D0_Z0_1P96TEV_ZRAP, frac: 0.75, variant: legacy}
34- - {dataset: D0_WPWM_1P96TEV_ASY, frac: 0.75, variant: legacy}
35- - {dataset: ATLAS_WPWM_7TEV_36PB_ETA, frac: 0.75, variant: legacy}
36- - {dataset: ATLAS_Z0_7TEV_36PB_ETA, frac: 0.75, variant: legacy}
37- - {dataset: ATLAS_Z0_7TEV_49FB_HIMASS, frac: 0.75, variant: legacy}
38- - {dataset: ATLAS_Z0_7TEV_LOMASS_M, frac: 0.75, variant: legacy}
39- - {dataset: ATLAS_WPWM_7TEV_46FB_CC-ETA, frac: 0.75, variant: legacy}
40- - {dataset: ATLAS_Z0_7TEV_46FB_CC-Y, frac: 0.75, variant: legacy}
41- - {dataset: ATLAS_Z0_7TEV_46FB_CF-Y, frac: 0.75, variant: legacy}
42- - {dataset: ATLAS_Z0_8TEV_HIMASS_M-Y, frac: 0.75, variant: legacy}
43- - {dataset: ATLAS_Z0_8TEV_LOWMASS_M-Y, frac: 0.75, variant: legacy}
44- - {dataset: ATLAS_Z0_13TEV_TOT, frac: 0.75, cfac: [NRM], variant: legacy}
45- - {dataset: ATLAS_WPWM_13TEV_TOT, frac: 0.75, cfac: [NRM], variant: legacy}
46- - {dataset: ATLAS_WJ_8TEV_WP-PT, frac: 0.75, variant: legacy}
47- - {dataset: ATLAS_WJ_8TEV_WM-PT, frac: 0.75, variant: legacy}
48- - {dataset: ATLAS_Z0J_8TEV_PT-M, frac: 0.75, variant: legacy_10}
4920- {dataset: ATLAS_Z0J_8TEV_PT-Y, frac: 0.75, variant: legacy_10}
50- - {dataset: ATLAS_TTBAR_7TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
51- - {dataset: ATLAS_TTBAR_8TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
52- - {dataset: ATLAS_TTBAR_13TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
53- - {dataset: ATLAS_TTBAR_8TEV_LJ_DIF_YT-NORM, frac: 0.75, variant: legacy}
54- - {dataset: ATLAS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy}
55- - {dataset: ATLAS_TTBAR_8TEV_2L_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy}
5621- {dataset: ATLAS_1JET_8TEV_R06_PTY, frac: 0.75, variant: legacy_decorrelated}
5722- {dataset: ATLAS_2JET_7TEV_R06_M12Y, frac: 0.75, variant: legacy}
58- - {dataset: ATLAS_PH_13TEV_XSEC, frac: 0.75, cfac: [EWK], variant: legacy}
59- - {dataset: ATLAS_SINGLETOP_7TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy}
60- - {dataset: ATLAS_SINGLETOP_13TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy}
61- - {dataset: ATLAS_SINGLETOP_7TEV_T-Y-NORM, frac: 0.75, variant: legacy}
62- - {dataset: ATLAS_SINGLETOP_7TEV_TBAR-Y-NORM, frac: 0.75, variant: legacy}
63- - {dataset: ATLAS_SINGLETOP_8TEV_T-RAP-NORM, frac: 0.75, variant: legacy}
64- - {dataset: ATLAS_SINGLETOP_8TEV_TBAR-RAP-NORM, frac: 0.75, variant: legacy}
65- - {dataset: CMS_WPWM_7TEV_ELECTRON_ASY, frac: 0.75}
66- - {dataset: CMS_WPWM_7TEV_MUON_ASY, frac: 0.75, variant: legacy}
67- - {dataset: CMS_Z0_7TEV_DIMUON_2D, frac: 0.75}
68- - {dataset: CMS_WPWM_8TEV_MUON_Y, frac: 0.75, variant: legacy}
69- - {dataset: CMS_Z0J_8TEV_PT-Y, frac: 0.75, cfac: [NRM], variant: legacy_10}
7023- {dataset: CMS_2JET_7TEV_M12Y, frac: 0.75}
7124- {dataset: CMS_1JET_8TEV_PTY, frac: 0.75, variant: legacy}
72- - {dataset: CMS_TTBAR_7TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
73- - {dataset: CMS_TTBAR_8TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
74- - {dataset: CMS_TTBAR_13TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
75- - {dataset: CMS_TTBAR_8TEV_LJ_DIF_YTTBAR-NORM, frac: 0.75, variant: legacy}
76- - {dataset: CMS_TTBAR_5TEV_TOT_X-SEC, frac: 0.75, variant: legacy}
77- - {dataset: CMS_TTBAR_8TEV_2L_DIF_MTTBAR-YT-NORM, frac: 0.75, variant: legacy}
78- - {dataset: CMS_TTBAR_13TEV_2L_DIF_YT, frac: 0.75, variant: legacy}
79- - {dataset: CMS_TTBAR_13TEV_LJ_2016_DIF_YTTBAR, frac: 0.75, variant: legacy}
80- - {dataset: CMS_SINGLETOP_7TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy}
81- - {dataset: CMS_SINGLETOP_8TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy}
82- - {dataset: CMS_SINGLETOP_13TEV_TCHANNEL-XSEC, frac: 0.75, variant: legacy}
83- - {dataset: LHCB_Z0_7TEV_DIELECTRON_Y, frac: 0.75}
84- - {dataset: LHCB_Z0_8TEV_DIELECTRON_Y, frac: 0.75}
85- - {dataset: LHCB_WPWM_7TEV_MUON_Y, frac: 0.75, cfac: [NRM]}
86- - {dataset: LHCB_Z0_7TEV_MUON_Y, frac: 0.75, cfac: [NRM]}
87- - {dataset: LHCB_WPWM_8TEV_MUON_Y, frac: 0.75, cfac: [NRM]}
88- - {dataset: LHCB_Z0_8TEV_MUON_Y, frac: 0.75, cfac: [NRM]}
89- - {dataset: LHCB_Z0_13TEV_DIMUON-Y, frac: 0.75}
9025- {dataset: LHCB_Z0_13TEV_DIELECTRON-Y, frac: 0.75}
9126
9227# ###############################################################################
@@ -103,18 +38,22 @@ theory:
10338theorycovmatconfig :
10439 point_prescriptions : ["9 point", "power corrections"]
10540 pc_parameters :
106- - {ht: H2p, yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0], nodes: [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
107- - {ht: H2d, yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0], nodes: [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
108- - {ht: HLp, yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0], nodes: [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
109- - {ht: HLd, yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0], nodes: [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
110- - {ht: H3p, yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0], nodes: [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
111- - {ht: H3d, yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0], nodes: [0.0, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
112- pc_included_procs : ["DIS NC", "DIS CC"]
41+ H2p : {yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.0], nodes: [0.0, 0.001, 0.01, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
42+ H2d : {yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.0], nodes: [0.0, 0.001, 0.01, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
43+ HLp : {yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.0], nodes: [0.0, 0.001, 0.01, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
44+ HLd : {yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.0], nodes: [0.0, 0.001, 0.01, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
45+ H3p : {yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.0], nodes: [0.0, 0.001, 0.01, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
46+ H3d : {yshift: [0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.0], nodes: [0.0, 0.001, 0.01, 0.1, 0.3, 0.5, 0.7, 0.9, 1]}
47+ Hj : {yshift: [2.0, 2.0, 2.0, 2.0, 2.0, 2.0], nodes: [0.25, 0.75, 1.25, 1.75, 2.25, 2.75]}
48+ H2j_ATLAS : {yshift: [2.0, 2.0, 2.0, 2.0, 2.0, 2.0], nodes: [0.25, 0.75, 1.25, 1.75, 2.25, 2.75]}
49+ H2j_CMS : {yshift: [2.0, 2.0, 2.0, 2.0, 2.0], nodes: [0.25, 0.75, 1.25, 1.75, 2.25]}
50+ pc_included_procs : ["JETS", "DIJET", "DIS NC", "DIS CC"]
11351 pc_excluded_exps : [HERA_NC_318GEV_EAVG_CHARM-SIGMARED,
11452 HERA_NC_318GEV_EAVG_BOTTOM-SIGMARED,]
11553 pdf : 210619-n3fit-001
11654 use_thcovmat_in_fitting : true
11755 use_thcovmat_in_sampling : true
56+ resample_negative_pseudodata : false
11857
11958# For fits <= 4.0 multiplicative and additive uncertainties were sampled separately
12059# and thus the flag `separate_multiplicative` needs to be set to True
@@ -136,7 +75,7 @@ parameters: # This defines the parameter dictionary that is passed to the Model
13675 clipnorm : 6.073e-6
13776 learning_rate : 2.621e-3
13877 optimizer_name : Nadam
139- epochs : 17000
78+ epochs : 3000
14079 positivity :
14180 initial : 184.8
14281 multiplier :
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