From 0fb0affc13a202814ce03a68387126bc367ea4e2 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Wed, 12 May 2021 18:49:33 +0200 Subject: [PATCH 1/5] naive trial --- n3fit/runcards/developing.yml | 108 +++++++++++++++------------------- 1 file changed, 48 insertions(+), 60 deletions(-) diff --git a/n3fit/runcards/developing.yml b/n3fit/runcards/developing.yml index d5faa56c24..414b2401da 100644 --- a/n3fit/runcards/developing.yml +++ b/n3fit/runcards/developing.yml @@ -10,61 +10,42 @@ description: NNPDF3.1 NNLO fitted charm global dataset # ewk: apply ewk k-factors # sys: systematics treatment (see systypes) dataset_inputs: -# Fixed target DIS -- {dataset: NMCPD, frac: 0.75 } -- {dataset: NMC, frac: 0.75 } -- {dataset: SLACP, frac: 0.75} -- {dataset: SLACD, frac: 0.75} -- {dataset: BCDMSP, frac: 0.75} -- {dataset: BCDMSD, frac: 0.75} -- {dataset: CHORUSNUPb, frac: 0.75} -- {dataset: CHORUSNBPb, frac: 0.75} -- {dataset: NTVNUDMNFe, frac: 0.75, cfac: [MAS]} -- {dataset: NTVNBDMNFe, frac: 0.75, cfac: [MAS]} +- {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: BCDMSD_dw_ite, frac: 0.75} +- {dataset: CHORUSNBPb_dw_ite, frac: 0.75} +- {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, frac: 1.0} -- {dataset: DYE886P, frac: 0.75, cfac: [QCD]} -- {dataset: DYE605, frac: 0.75, cfac: [QCD]} -- {dataset: CDFZRAP, frac: 1.0, cfac: [QCD]} -- {dataset: D0ZRAP_40, frac: 1.0, cfac: [QCD]} -- {dataset: D0WMASY, frac: 1.0, cfac: [QCD]} -- {dataset: ATLASWZRAP36PB, frac: 1.0, cfac: [QCD]} -- {dataset: ATLASZHIGHMASS49FB, frac: 1.0, cfac: [QCD]} -- {dataset: ATLASLOMASSDY11EXT, frac: 1.0, cfac: [QCD]} - -- {dataset: ATLAS_WZ_TOT_13TEV, frac: 1.0, cfac: [NRM, QCD]} - -- {dataset: ATLASZPT8TEVMDIST, frac: 0.75, cfac: [QCD], sys: 10} +- {dataset: HERACOMB_SIGMARED_C, frac: 0.75} +- {dataset: HERACOMB_SIGMARED_B, frac: 0.75} +- {dataset: DYE605_dw_ite, frac: 0.75, cfac: [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: ATLAS_WM_JET_8TEV_PT, frac: 0.75, cfac: [QCD]} - {dataset: ATLASZPT8TEVYDIST, frac: 0.75, cfac: [QCD], sys: 10} -- {dataset: ATLASTTBARTOT, frac: 1.0, cfac: [QCD]} -- {dataset: ATLASPHT15, frac: 0.75, cfac: [QCD, EWK]} -- {dataset: CMSWEASY840PB, frac: 1.0, cfac: [QCD]} -- {dataset: CMSWMASY47FB, frac: 1.0, cfac: [QCD]} +- {dataset: ATLASTTBARTOT8TEV, frac: 0.75, cfac: [QCD]} +- {dataset: ATLAS_1JET_8TEV_R06_DEC, frac: 0.75, cfac: [QCD]} +- {dataset: CMSWEASY840PB, frac: 0.75, cfac: [QCD]} - {dataset: CMSDY2D11, frac: 0.75, cfac: [QCD]} -- {dataset: CMSWMU8TEV, frac: 1.0, cfac: [QCD]} -- {dataset: CMSZDIFF12, frac: 1.0, cfac: [QCD, NRM], sys: 10} -- {dataset: CMSTTBARTOT, frac: 1.0, cfac: [QCD]} -- {dataset: CMSTOPDIFF8TEVTTRAPNORM, frac: 1.0, cfac: [QCD]} -- {dataset: LHCBZ940PB, frac: 1.0, cfac: [QCD]} -- {dataset: LHCBZEE2FB_40, frac: 1.0, cfac: [QCD]} -- {dataset: LHCBWZMU7TEV, frac: 1.0, cfac: [NRM, QCD]} -- {dataset: LHCBWZMU8TEV, frac: 1.0, cfac: [NRM, QCD]} - - - - +- {dataset: CMSWMU8TEV, frac: 0.75, cfac: [QCD]} +- {dataset: CMS_TTBAR_2D_DIFF_MTT_TRAP_NORM, 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: LHCB_Z_13TEV_DIELECTRON, frac: 0.75, cfac: [QCD]} ############################################################ datacuts: - t0pdfset : NNPDF31_nnlo_as_0118 # PDF set to generate t0 covmat + t0pdfset: 210219-02-rs-nnpdf40-1000 # PDF set to generate t0 covmat q2min : 3.49 # Q2 minimum w2min : 12.5 # W2 minimum combocuts : NNPDF31 # NNPDF3.0 final kin. cuts @@ -79,7 +60,7 @@ datacuts: ############################################################ theory: - theoryid: 53 # database id + theoryid: 200 # database id ############################################################ fitting: @@ -113,21 +94,29 @@ fitting: # EVOL(QED) = sng=0,g=1,v=2,v3=3,v8=4,t3=5,t8=6,(pht=7) # EVOLS(QED)= sng=0,g=1,v=2,v8=4,t3=4,t8=5,ds=6,(pht=7) # FLVR(QED) = g=0, u=1, ubar=2, d=3, dbar=4, s=5, sbar=6, (pht=7) - fitbasis: NN31IC # EVOL (7), EVOLQED (8), etc. + fitbasis: EVOL # EVOL (7), EVOLQED (8), etc. basis: # remeber to change the name of PDF accordingly with fitbasis # pos: True for NN squared # mutsize: mutation size # mutprob: mutation probability # smallx, largex: preprocessing ranges - - { fl: sng, pos: False, mutsize: [15], mutprob: [0.05], smallx: [1.04,1.20], largex: [1.45,2.64] } - - { fl: g, pos: False, mutsize: [15], mutprob: [0.05], smallx: [0.82,1.31], largex: [0.20,6.17] } - - { fl: v, pos: False, mutsize: [15], mutprob: [0.05], smallx: [0.51,0.71], largex: [1.24,2.80] } - - { fl: v3, pos: False, mutsize: [15], mutprob: [0.05], smallx: [0.23,0.63], largex: [1.02,3.14] } - - { fl: v8, pos: False, mutsize: [15], mutprob: [0.05], smallx: [0.53,0.75], largex: [0.70,3.31] } - - { fl: t3, pos: False, mutsize: [15], mutprob: [0.05], smallx: [-0.45,1.41], largex: [1.78,3.21] } - - { fl: t8, pos: False, mutsize: [15], mutprob: [0.05], smallx: [0.49,1.32], largex: [1.42,3.13] } - - { fl: cp, pos: False, mutsize: [15], mutprob: [0.05], smallx: [-0.07,1.13], largex: [1.73,7.37] } + - {fl: sng, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 1.093, 1.121], largex: [1.486, 3.287]} + - {fl: g, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 0.8329, 1.071], largex: [3.084, 6.767]} + - {fl: v, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 0.5202, 0.7431], largex: [1.556, 3.639]} + - {fl: v3, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 0.1205, 0.4839], largex: [1.736, 3.622]} + - {fl: v8, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 0.5864, 0.7987], largex: [1.559, 3.569]} + - {fl: t3, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + -0.5019, 1.126], largex: [1.754, 3.479]} + - {fl: t8, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 0.6305, 0.8806], largex: [1.544, 3.481]} + - {fl: t15, pos: false, trainable: false, mutsize: [15], mutprob: [0.05], smallx: [ + 1.087, 1.139], largex: [1.48, 3.365]} ############################################################ positivity: @@ -137,11 +126,10 @@ positivity: - { dataset: POSDYU, poslambda: 1e10 } - { dataset: POSDYD, poslambda: 1e10 } - { dataset: POSDYS, poslambda: 1e10 } - - {dataset: POSXDB, poslambda: 1e6} - - {dataset: POSXSQ, poslambda: 1e6} - - {dataset: POSXSB, poslambda: 1e6} - - {dataset: POSXGL, poslambda: 1e6} - + - { dataset: POSXDB, poslambda: 1e6} + - { dataset: POSXSQ, poslambda: 1e6} + - { dataset: POSXSB, poslambda: 1e6} + - { dataset: POSXGL, poslambda: 1e6} integrability: integdatasets: From 71ff26e3f2b6c367e0c52a0ad1962e524ecae3e7 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 13 May 2021 00:11:24 +0200 Subject: [PATCH 2/5] update weights --- n3fit/runcards/developing.yml | 1 + n3fit/runcards/developing_weights.h5 | Bin 48068 -> 53532 bytes 2 files changed, 1 insertion(+) diff --git a/n3fit/runcards/developing.yml b/n3fit/runcards/developing.yml index 414b2401da..4fae01291a 100644 --- a/n3fit/runcards/developing.yml +++ b/n3fit/runcards/developing.yml @@ -79,6 +79,7 @@ fitting: optimizer: optimizer_name: 'Adadelta' learning_rate: 1.0 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[PATCH 3/5] reduce stopping --- n3fit/runcards/developing.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/n3fit/runcards/developing.yml b/n3fit/runcards/developing.yml index 4fae01291a..8a5bd3cd94 100644 --- a/n3fit/runcards/developing.yml +++ b/n3fit/runcards/developing.yml @@ -87,7 +87,7 @@ fitting: positivity: initial: multiplier: 1.10 - stopping_patience: 0.3 # percentage of the number of epochs + stopping_patience: 0.1 # percentage of the number of epochs layer_type: 'dense' dropout: 0.001 From 70f326fdb94748fab4fdebf60983843507c38ef2 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 13 May 2021 11:06:20 +0200 Subject: [PATCH 4/5] reduce number of epochs --- n3fit/runcards/developing.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/n3fit/runcards/developing.yml b/n3fit/runcards/developing.yml index 8a5bd3cd94..24431e5ec3 100644 --- a/n3fit/runcards/developing.yml +++ b/n3fit/runcards/developing.yml @@ -80,7 +80,7 @@ fitting: optimizer_name: 'Adadelta' learning_rate: 1.0 clipnorm: 0.1 - epochs: 4000 + epochs: 2000 ntegrability: initial: multiplier: 1.03 From bbf9d2722c811244fcd76dfd6dc11c78a8371426 Mon Sep 17 00:00:00 2001 From: juacrumar Date: Thu, 13 May 2021 14:52:27 +0200 Subject: [PATCH 5/5] change the reference --- .github/workflows/rules.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/rules.yml b/.github/workflows/rules.yml index f0b8b41bc4..91dbd587f9 100644 --- a/.github/workflows/rules.yml +++ b/.github/workflows/rules.yml @@ -10,7 +10,7 @@ on: env: N3FIT_MAXNREP: 20 # total number of replicas to fit POSTFIT_NREP: 16 # requested replicas for postfit - REFERENCE_SET: NNBOT-1cf8d4e11-2021-03-12 # reference set for vp + REFERENCE_SET: NNBOT-b4f0e2926-2021-05-13 # reference set for vp CONDA_PY: 37 jobs: