Commit 21f17add authored by Manuel Guth's avatar Manuel Guth
Browse files

Merge branch 'train_implementation' into 'master'

Train implementation

See merge request mguth/umami!28
parents 8f38235d 6db9326f
......@@ -44,7 +44,7 @@ There are two different labeling available, the ```HadronConeExclTruthLabelID```
| 44 | double c-jets |
| 55 | double b-jets |
For the ```HadronConeExclTruthLabelID``` labeling, the categories `4` and `44` as well as `5` and `55` are combined.
For the ```HadronConeExclTruthLabelID``` labeling, the categories `4` and `44` as well as `5`, `54` and `55` are combined.
### Ntuple preparation for b-,c- & light-jets
These jets are taken from ttbar and Z' events.
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......@@ -5,15 +5,18 @@ The FTAG1 derivations and the most recent ntuples for PFlow with the new RNNIP,
## Default FTAG Samples (ttbar and Z')
| Sample | h5 ntuples | FTAG1 derivations| AOD |
| ------------- | ---------------- | ---------------- | ---------------- |
|MC16a - ttbar | | mc16_13TeV.410470.PhPy8EG_A14_ttbar_hdamp258p75_nonallhad.deriv.DAOD_FTAG1.e6337_s3126_r9364_p3985 | |
|MC16a - Z' | | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.deriv.DAOD_FTAG1.e5362_s3126_r9364_p3985 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.recon.AOD.e5362_s3126_r9364 |
|MC16d - ttbar | user.mguth.410470.btagTraining.e6337_s3126_r10201_p3985.EMPFlow.2020-02-14-T232210-R26303_output.h5 | mc16_13TeV.410470.PhPy8EG_A14_ttbar_hdamp258p75_nonallhad.deriv.DAOD_FTAG1.e6337_s3126_r10201_p3985 | |
|MC16d - Z' | user.mguth.427080.btagTraining.e5362_s3126_r10201_p3985.EMPFlow.2020-02-14-T232210-R26303_output.h5 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.deriv.DAOD_FTAG1.e5362_s3126_r10201_p3985 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.recon.AOD.e5362_s3126_r10201 |
|MC16d - Z' extended | user.mguth.427081.btagTraining.e6928_e5984_s3126_r10201_r10210_p3985.EMPFlow.2020-02-15-T225316-R8334_output.h5 | mc16_13TeV.427081.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime_Extended.deriv.DAOD_FTAG1.e6928_e5984_s3126_r10201_r10210_p3985 | mc16_13TeV.427081.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime_Extended.recon.AOD.e6928_s3126_r10201 |
|MC16e - ttbar | | mc16_13TeV.410470.PhPy8EG_A14_ttbar_hdamp258p75_nonallhad.deriv.DAOD_FTAG1.e6337_s3126_r10724_p3985 | |
|MC16e - Z' | | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.deriv.DAOD_FTAG1.e5362_s3126_r10724_p3985 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.recon.AOD.e5362_s3126_r10724 |
| Sample | h5 ntuples | h5 ntuples (looser track selection) | FTAG1 derivations| AOD |
| ------------- | ---------------- | ---------------- | ---------------- | ---------------- |
|MC16a - ttbar | | | mc16_13TeV.410470.PhPy8EG_A14_ttbar_hdamp258p75_nonallhad.deriv.DAOD_FTAG1.e6337_s3126_r9364_p3985 | |
|MC16a - Z' | | | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.deriv.DAOD_FTAG1.e5362_s3126_r9364_p3985 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.recon.AOD.e5362_s3126_r9364 |
|MC16d - ttbar | user.mguth.410470.btagTraining.e6337_s3126_r10201_p3985.EMPFlow.2020-02-14-T232210-R26303_output.h5 | user.mguth.410470.btagTraining.e6337_s3126_r10201_p3985.EMPFlow_looser-track_selection.2020-07-01-T193555-R26654_output.h5 | mc16_13TeV.410470.PhPy8EG_A14_ttbar_hdamp258p75_nonallhad.deriv.DAOD_FTAG1.e6337_s3126_r10201_p3985 | |
|MC16d - Z' | user.mguth.427080.btagTraining.e5362_s3126_r10201_p3985.EMPFlow.2020-02-14-T232210-R26303_output.h5 | user.mguth.427080.btagTraining.e5362_s3126_r10201_p3985.EMPFlow_looser-track_selection.2020-07-01-T193555-R26654_output.h5| mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.deriv.DAOD_FTAG1.e5362_s3126_r10201_p3985 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.recon.AOD.e5362_s3126_r10201 |
|MC16d - Z' extended | user.mguth.427081.btagTraining.e6928_e5984_s3126_r10201_r10210_p3985.EMPFlow.2020-02-15-T225316-R8334_output.h5 | user.mguth.427081.btagTraining.e6928_e5984_s3126_r10201_r10210_p3985.EMPFlow_looser-track_selection.2020-07-01-T195748-R1_output.h5 | mc16_13TeV.427081.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime_Extended.deriv.DAOD_FTAG1.e6928_e5984_s3126_r10201_r10210_p3985 | mc16_13TeV.427081.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime_Extended.recon.AOD.e6928_s3126_r10201 |
|MC16e - ttbar | | | mc16_13TeV.410470.PhPy8EG_A14_ttbar_hdamp258p75_nonallhad.deriv.DAOD_FTAG1.e6337_s3126_r10724_p3985 | |
|MC16e - Z' | | | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.deriv.DAOD_FTAG1.e5362_s3126_r10724_p3985 | mc16_13TeV.427080.Pythia8EvtGen_A14NNPDF23LO_flatpT_Zprime.recon.AOD.e5362_s3126_r10724 |
The Z' & Z+jets FTAG 1 derivations were requested [here](https://its.cern.ch/jira/browse/ATLFTAGDPD-216)
......
......@@ -2,7 +2,9 @@ model_name: DL1r-PFlow_new-taggers-stats-22M
preprocess_config: examples/PFlow-Preprocessing.yaml
train_file: /work/ws/nemo/fr_mg1150-umami-0/ntuples-p3985/umami_default/hybrids/preprocessed/PFlow-hybrid_70-test-preprocessed_shuffled_test.h5
validation_file: /work/ws/nemo/fr_mg1150-umami-0/ntuples-p3985/umami_default/hybrids/MC16d_hybrid-odd_1_PFlow-no_pTcuts-file_0.h5
test_file: /work/ws/nemo/fr_mg1150-umami-0/ntuples-p3985/umami_default/hybrids/MC16d_hybrid-odd_1_PFlow-no_pTcuts-file_1.h5
add_validation_file: /work/ws/nemo/fr_mg1150-umami-0/ntuples-p3985/umami_default/hybrids/MC16d_hybrid-ext_odd_0_PFlow-no_pTcuts-file_0.h5
add_test_file: /work/ws/nemo/fr_mg1150-umami-0/ntuples-p3985/umami_default/hybrids/MC16d_hybrid-ext_odd_0_PFlow-no_pTcuts-file_1.h5
var_dict: umami/configs/DL1r_Variables.yaml
NN_structure:
lr: 0.01
......
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