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Commit 1967d793 authored by achiefa's avatar achiefa
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Adding runcard

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1 merge request!1865Theory covmat for higher twist
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n3fit/runcards/htcovmatfit.yml 0 → 100644
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#
# Configuration file for n3fit
#
############################################################
description: htcovmat fit
############################################################
# frac: training fraction
# ewk: apply ewk k-factors
# sys: systematics treatment (see systypes)
dataset_inputs:
- {dataset: NMCPD_dw_ite, frac: 0.75}
- {dataset: NMC, frac: 0.75}
- {dataset: SLACP_dwsh, frac: 0.75}
- {dataset: SLACD_dw_ite, frac: 0.75}
- {dataset: BCDMSP_dwsh, frac: 0.75}
- {dataset: BCDMSD_dw_ite, frac: 0.75}
- {dataset: CHORUSNUPb_dw_ite, frac: 0.75}
- {dataset: CHORUSNBPb_dw_ite, frac: 0.75}
- {dataset: NTVNUDMNFe_dw_ite, frac: 0.75, cfac: [MAS]}
- {dataset: NTVNBDMNFe_dw_ite, frac: 0.75, cfac: [MAS]}
- {dataset: HERACOMBNCEM, frac: 0.75}
- {dataset: HERACOMBNCEP460, frac: 0.75}
- {dataset: HERACOMBNCEP575, frac: 0.75}
- {dataset: HERACOMBNCEP820, frac: 0.75}
- {dataset: HERACOMBNCEP920, frac: 0.75}
- {dataset: HERACOMBCCEM, frac: 0.75}
- {dataset: HERACOMBCCEP, frac: 0.75}
- {dataset: HERACOMB_SIGMARED_C, frac: 0.75}
- {dataset: HERACOMB_SIGMARED_B, frac: 0.75}
# - {dataset: DYE886R_dw_ite, frac: 0.75, cfac: [QCD]}
# - {dataset: DYE886P, frac: 0.75, cfac: [QCD]}
# - {dataset: DYE605_dw_ite, frac: 0.75, cfac: [QCD]}
# - {dataset: DYE906R_dw_ite, frac: 0.75, cfac: [ACC, QCD]}
# - {dataset: CDFZRAP_NEW, frac: 0.75, cfac: [QCD]}
# - {dataset: D0ZRAP_40, frac: 0.75, cfac: [QCD]}
# - {dataset: D0WMASY, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASWZRAP36PB, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASZHIGHMASS49FB, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASLOMASSDY11EXT, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASWZRAP11CC, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASWZRAP11CF, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASDY2D8TEV, frac: 0.75, cfac: [QCDEWK]}
# - {dataset: ATLAS_DY_2D_8TEV_LOWMASS, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_WZ_TOT_13TEV, frac: 0.75, cfac: [NRM, QCD]}
# - {dataset: ATLAS_WP_JET_8TEV_PT, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_WM_JET_8TEV_PT, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASZPT8TEVMDIST, frac: 0.75, cfac: [QCD], sys: 10}
# - {dataset: ATLASZPT8TEVYDIST, frac: 0.75, cfac: [QCD], sys: 10}
# - {dataset: ATLASTTBARTOT7TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASTTBARTOT8TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_TTBARTOT_13TEV_FULLLUMI, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_TTB_DIFF_8TEV_LJ_TRAPNORM, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_TTB_DIFF_8TEV_LJ_TTRAPNORM, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_TOPDIFF_DILEPT_8TEV_TTRAPNORM, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_1JET_8TEV_R06_DEC, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_2JET_7TEV_R06, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLASPHT15_SF, frac: 0.75, cfac: [QCD, EWK]}
# - {dataset: ATLAS_SINGLETOP_TCH_R_7TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_SINGLETOP_TCH_R_13TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_SINGLETOP_TCH_DIFF_7TEV_T_RAP_NORM, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_SINGLETOP_TCH_DIFF_7TEV_TBAR_RAP_NORM, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_SINGLETOP_TCH_DIFF_8TEV_T_RAP_NORM, frac: 0.75, cfac: [QCD]}
# - {dataset: ATLAS_SINGLETOP_TCH_DIFF_8TEV_TBAR_RAP_NORM, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSWEASY840PB, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSWMASY47FB, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSDY2D11, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSWMU8TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSZDIFF12, frac: 0.75, cfac: [QCD, NRM], sys: 10}
# - {dataset: CMS_2JET_7TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_1JET_8TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSTTBARTOT7TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSTTBARTOT8TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSTTBARTOT13TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSTOPDIFF8TEVTTRAPNORM, frac: 0.75, cfac: [QCD]}
# - {dataset: CMSTTBARTOT5TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_TTBAR_2D_DIFF_MTT_TRAP_NORM, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_TTB_DIFF_13TEV_2016_2L_TRAP, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_TTB_DIFF_13TEV_2016_LJ_TRAP, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_SINGLETOP_TCH_TOT_7TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_SINGLETOP_TCH_R_8TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: CMS_SINGLETOP_TCH_R_13TEV, frac: 0.75, cfac: [QCD]}
# - {dataset: LHCBZ940PB, frac: 0.75, cfac: [QCD]}
# - {dataset: LHCBZEE2FB_40, frac: 0.75, cfac: [QCD]}
# - {dataset: LHCBWZMU7TEV, frac: 0.75, cfac: [NRM, QCD]}
# - {dataset: LHCBWZMU8TEV, frac: 0.75, cfac: [NRM, QCD]}
# - {dataset: LHCB_Z_13TEV_DIMUON, frac: 0.75, cfac: [QCD]}
# - {dataset: LHCB_Z_13TEV_DIELECTRON, frac: 0.75, cfac: [QCD]}
############################################################
datacuts:
t0pdfset: 210718-n3fit-data-003 # PDF set to generate t0 covmat
q2min: 3.49 # Q2 minimum
w2min: 12.5 # W2 minimum
############################################################
theory:
theoryid: 700 # database id
theorycovmatconfig:
use_ht_uncertainties: True
ht_coeff: 2.3
pdf: 210718-n3fit-data-003
use_thcovmat_in_fitting: true
use_thcovmat_in_sampling: true
############################################################
trvlseed: 14613416
nnseed: 1865683875
mcseed: 746898422
save: false
genrep: true # true = generate MC replicas, false = use real data
parameters: # This defines the parameter dictionary that is passed to the Model Trainer
nodes_per_layer: [25, 20, 8]
activation_per_layer: [tanh, tanh, linear]
initializer: glorot_normal
optimizer:
clipnorm: 6.073e-6
learning_rate: 2.621e-3
optimizer_name: Nadam
epochs: 17000
positivity:
initial: 184.8
multiplier:
integrability:
initial: 10
multiplier:
stopping_patience: 0.1
layer_type: dense
dropout: 0.0
threshold_chi2: 3.5
fitting:
fitbasis: EVOL # EVOL (7), EVOLQED (8), etc.
basis:
- {fl: sng, trainable: false, smallx: [1.094, 1.118], largex: [1.46, 3.003]}
- {fl: g, trainable: false, smallx: [0.8189, 1.044], largex: [2.791, 5.697]}
- {fl: v, trainable: false, smallx: [0.457, 0.7326], largex: [1.56, 3.431]}
- {fl: v3, trainable: false, smallx: [0.1462, 0.4061], largex: [1.745, 3.452]}
- {fl: v8, trainable: false, smallx: [0.5401, 0.7665], largex: [1.539, 3.393]}
- {fl: t3, trainable: false, smallx: [-0.4401, 0.9163], largex: [1.773, 3.333]}
- {fl: t8, trainable: false, smallx: [0.5852, 0.8537], largex: [1.533, 3.436]}
- {fl: t15, trainable: false, smallx: [1.082, 1.142], largex: [1.461, 3.1]}
############################################################
positivity:
posdatasets:
- {dataset: POSF2U, maxlambda: 1e6} # Positivity Lagrange Multiplier
- {dataset: POSF2DW, maxlambda: 1e6}
- {dataset: POSF2S, maxlambda: 1e6}
- {dataset: POSFLL, maxlambda: 1e6}
- {dataset: POSDYU, maxlambda: 1e10}
- {dataset: POSDYD, maxlambda: 1e10}
- {dataset: POSDYS, maxlambda: 1e10}
- {dataset: POSF2C, maxlambda: 1e6}
- {dataset: POSXUQ, maxlambda: 1e6} # Positivity of MSbar PDFs
- {dataset: POSXUB, maxlambda: 1e6}
- {dataset: POSXDQ, maxlambda: 1e6}
- {dataset: POSXDB, maxlambda: 1e6}
- {dataset: POSXSQ, maxlambda: 1e6}
- {dataset: POSXSB, maxlambda: 1e6}
- {dataset: POSXGL, maxlambda: 1e6}
############################################################
integrability:
integdatasets:
- {dataset: INTEGXT8, maxlambda: 1e2}
- {dataset: INTEGXT3, maxlambda: 1e2}
############################################################
debug: false
maxcores: 4
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