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pfHiggsInteractionNetPreprocessParams_cfi.py
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1 import FWCore.ParameterSet.Config as cms
2 
3 pfHiggsInteractionNetPreprocessParams = cms.PSet(
4  input_names = cms.vstring(
5  'input_cpf',
6  'input_sv'
7  ),
8  input_cpf = cms.PSet(
9  input_shape = cms.vuint32(1, 30, 60),
10  var_infos = cms.PSet(
11  pfcand_ptrel = cms.PSet(
12  median = cms.double(0.0),
13  norm_factor = cms.double(1.0),
14  replace_inf_value = cms.double(0.0),
15  lower_bound = cms.double(-1e32),
16  upper_bound = cms.double(1e32),
17  ),
18  pfcand_erel = cms.PSet(
19  median = cms.double(0.0),
20  norm_factor = cms.double(1.0),
21  replace_inf_value = cms.double(0.0),
22  lower_bound = cms.double(-1e32),
23  upper_bound = cms.double(1e32),
24  ),
25  pfcand_phirel = cms.PSet(
26  median = cms.double(0.0),
27  norm_factor = cms.double(1.0),
28  replace_inf_value = cms.double(0.0),
29  lower_bound = cms.double(-1e32),
30  upper_bound = cms.double(1e32),
31  ),
32  pfcand_etarel = cms.PSet(
33  median = cms.double(0.0),
34  norm_factor = cms.double(1.0),
35  replace_inf_value = cms.double(0.0),
36  lower_bound = cms.double(-1e32),
37  upper_bound = cms.double(1e32),
38  ),
39  pfcand_deltaR = cms.PSet(
40  median = cms.double(0.0),
41  norm_factor = cms.double(1.0),
42  replace_inf_value = cms.double(0.0),
43  lower_bound = cms.double(-1e32),
44  upper_bound = cms.double(1e32),
45  ),
46  pfcand_drminsv = cms.PSet(
47  median = cms.double(0.8),
48  norm_factor = cms.double(1.0),
49  replace_inf_value = cms.double(0.8),
50  lower_bound = cms.double(-0.8),
51  upper_bound = cms.double(0),
52  ),
53  pfcand_drsubjet1 = cms.PSet(
54  median = cms.double(0.0),
55  norm_factor = cms.double(1.0),
56  replace_inf_value = cms.double(0.0),
57  lower_bound = cms.double(-1e32),
58  upper_bound = cms.double(1e32),
59  ),
60  pfcand_drsubjet2 = cms.PSet(
61  median = cms.double(0.0),
62  norm_factor = cms.double(1.0),
63  replace_inf_value = cms.double(0.0),
64  lower_bound = cms.double(-1e32),
65  upper_bound = cms.double(1e32),
66  ),
67  pfcand_dz = cms.PSet(
68  median = cms.double(0.0),
69  norm_factor = cms.double(1.0),
70  replace_inf_value = cms.double(0.0),
71  lower_bound = cms.double(-1e32),
72  upper_bound = cms.double(1e32),
73  ),
74  pfcand_dzsig = cms.PSet(
75  median = cms.double(0.0),
76  norm_factor = cms.double(1.0),
77  replace_inf_value = cms.double(0.0),
78  lower_bound = cms.double(-2000),
79  upper_bound = cms.double(2000),
80  ),
81  pfcand_dxy = cms.PSet(
82  median = cms.double(0.0),
83  norm_factor = cms.double(1.0),
84  replace_inf_value = cms.double(0.0),
85  lower_bound = cms.double(-1e32),
86  upper_bound = cms.double(1e32),
87  ),
88  pfcand_dxysig = cms.PSet(
89  median = cms.double(0.0),
90  norm_factor = cms.double(1.0),
91  replace_inf_value = cms.double(0.0),
92  lower_bound = cms.double(-2000),
93  upper_bound = cms.double(2000),
94  ),
95  pfcand_normchi2 = cms.PSet(
96  median = cms.double(0.0),
97  norm_factor = cms.double(1.0),
98  replace_inf_value = cms.double(300),
99  lower_bound = cms.double(-1),
100  upper_bound = cms.double(300),
101  ),
102  pfcand_quality = cms.PSet(
103  median = cms.double(0.0),
104  norm_factor = cms.double(1.0),
105  replace_inf_value = cms.double(0.0),
106  lower_bound = cms.double(-1e32),
107  upper_bound = cms.double(1e32),
108  ),
109  pfcand_dptdpt = cms.PSet(
110  median = cms.double(0.0),
111  norm_factor = cms.double(1.0),
112  replace_inf_value = cms.double(0.0),
113  lower_bound = cms.double(-1e32),
114  upper_bound = cms.double(1e32),
115  ),
116  pfcand_detadeta = cms.PSet(
117  median = cms.double(0.0),
118  norm_factor = cms.double(1.0),
119  replace_inf_value = cms.double(0.0),
120  lower_bound = cms.double(-1e32),
121  upper_bound = cms.double(1e32),
122  ),
123  pfcand_dphidphi = cms.PSet(
124  median = cms.double(0.0),
125  norm_factor = cms.double(1.0),
126  replace_inf_value = cms.double(0.0),
127  lower_bound = cms.double(-1e32),
128  upper_bound = cms.double(1e32),
129  ),
130  pfcand_dxydxy = cms.PSet(
131  median = cms.double(0.0),
132  norm_factor = cms.double(1.0),
133  replace_inf_value = cms.double(0.0),
134  lower_bound = cms.double(-1e32),
135  upper_bound = cms.double(1e32),
136  ),
137  pfcand_dzdz = cms.PSet(
138  median = cms.double(0.0),
139  norm_factor = cms.double(1.0),
140  replace_inf_value = cms.double(0.0),
141  lower_bound = cms.double(-1e32),
142  upper_bound = cms.double(1e32),
143  ),
144  pfcand_dxydz = cms.PSet(
145  median = cms.double(0.0),
146  norm_factor = cms.double(1.0),
147  replace_inf_value = cms.double(0.0),
148  lower_bound = cms.double(-1e32),
149  upper_bound = cms.double(1e32),
150  ),
151  pfcand_dphidxy = cms.PSet(
152  median = cms.double(0.0),
153  norm_factor = cms.double(1.0),
154  replace_inf_value = cms.double(0.0),
155  lower_bound = cms.double(-1e32),
156  upper_bound = cms.double(1e32),
157  ),
158  pfcand_dlambdadz = cms.PSet(
159  median = cms.double(0.0),
160  norm_factor = cms.double(1.0),
161  replace_inf_value = cms.double(0.0),
162  lower_bound = cms.double(-1e32),
163  upper_bound = cms.double(1e32),
164  ),
165  pfcand_btagEtaRel = cms.PSet(
166  median = cms.double(0.0),
167  norm_factor = cms.double(1.0),
168  replace_inf_value = cms.double(0.0),
169  lower_bound = cms.double(-5),
170  upper_bound = cms.double(15),
171  ),
172  pfcand_btagPtRatio = cms.PSet(
173  median = cms.double(0.0),
174  norm_factor = cms.double(1.0),
175  replace_inf_value = cms.double(0.0),
176  lower_bound = cms.double(-1),
177  upper_bound = cms.double(10),
178  ),
179  pfcand_btagPParRatio = cms.PSet(
180  median = cms.double(0.0),
181  norm_factor = cms.double(1.0),
182  replace_inf_value = cms.double(0.0),
183  lower_bound = cms.double(-10),
184  upper_bound = cms.double(100),
185  ),
186  pfcand_btagSip2dVal = cms.PSet(
187  median = cms.double(0.0),
188  norm_factor = cms.double(1.0),
189  replace_inf_value = cms.double(0.0),
190  lower_bound = cms.double(-1),
191  upper_bound = cms.double(70),
192  ),
193  pfcand_btagSip2dSig = cms.PSet(
194  median = cms.double(0.0),
195  norm_factor = cms.double(1.0),
196  replace_inf_value = cms.double(0.0),
197  lower_bound = cms.double(-1),
198  upper_bound = cms.double(4e4),
199  ),
200  pfcand_btagSip3dVal = cms.PSet(
201  median = cms.double(0.0),
202  norm_factor = cms.double(1.0),
203  replace_inf_value = cms.double(0.0),
204  lower_bound = cms.double(-1),
205  upper_bound = cms.double(1e5),
206  ),
207  pfcand_btagSip3dSig = cms.PSet(
208  median = cms.double(0.0),
209  norm_factor = cms.double(1.0),
210  replace_inf_value = cms.double(0.0),
211  lower_bound = cms.double(-1),
212  upper_bound = cms.double(4e4),
213  ),
214  pfcand_btagJetDistVal = cms.PSet(
215  median = cms.double(0.0),
216  norm_factor = cms.double(1.0),
217  replace_inf_value = cms.double(0.0),
218  lower_bound = cms.double(-20),
219  upper_bound = cms.double(1),
220  ),
221  ),
222  var_length = cms.uint32(60),
223  var_names = cms.vstring(
224  'pfcand_ptrel',
225  'pfcand_erel',
226  'pfcand_phirel',
227  'pfcand_etarel',
228  'pfcand_deltaR',
229  'pfcand_drminsv',
230  'pfcand_drsubjet1',
231  'pfcand_drsubjet2',
232  'pfcand_dz',
233  'pfcand_dzsig',
234  'pfcand_dxy',
235  'pfcand_dxysig',
236  'pfcand_normchi2',
237  'pfcand_quality',
238  'pfcand_dptdpt',
239  'pfcand_detadeta',
240  'pfcand_dphidphi',
241  'pfcand_dxydxy',
242  'pfcand_dzdz',
243  'pfcand_dxydz',
244  'pfcand_dphidxy',
245  'pfcand_dlambdadz',
246  'pfcand_btagEtaRel',
247  'pfcand_btagPtRatio',
248  'pfcand_btagPParRatio',
249  'pfcand_btagSip2dVal',
250  'pfcand_btagSip2dSig',
251  'pfcand_btagSip3dVal',
252  'pfcand_btagSip3dSig',
253  'pfcand_btagJetDistVal'
254  )
255  ),
256  input_sv = cms.PSet(
257  input_shape = cms.vuint32(1, 14, 5),
258  var_infos = cms.PSet(
259  sv_ptrel = cms.PSet(
260  median = cms.double(0.0),
261  norm_factor = cms.double(1.0),
262  replace_inf_value = cms.double(0.0),
263  lower_bound = cms.double(-1e32),
264  upper_bound = cms.double(1e32),
265  ),
266  sv_erel = cms.PSet(
267  median = cms.double(0.0),
268  norm_factor = cms.double(1.0),
269  replace_inf_value = cms.double(0.0),
270  lower_bound = cms.double(-1e32),
271  upper_bound = cms.double(1e32),
272  ),
273  sv_phirel = cms.PSet(
274  median = cms.double(0.0),
275  norm_factor = cms.double(1.0),
276  replace_inf_value = cms.double(0.0),
277  lower_bound = cms.double(-1e32),
278  upper_bound = cms.double(1e32),
279  ),
280  sv_etarel = cms.PSet(
281  median = cms.double(0.0),
282  norm_factor = cms.double(1.0),
283  replace_inf_value = cms.double(0.0),
284  lower_bound = cms.double(-1e32),
285  upper_bound = cms.double(1e32),
286  ),
287  sv_deltaR = cms.PSet(
288  median = cms.double(0.5),
289  norm_factor = cms.double(1.0),
290  replace_inf_value = cms.double(0.0),
291  lower_bound = cms.double(-2),
292  upper_bound = cms.double(0),
293  ),
294  sv_pt = cms.PSet(
295  median = cms.double(0.0),
296  norm_factor = cms.double(1.0),
297  replace_inf_value = cms.double(0.0),
298  lower_bound = cms.double(-1e32),
299  upper_bound = cms.double(1e32),
300  ),
301  sv_mass = cms.PSet(
302  median = cms.double(0.0),
303  norm_factor = cms.double(1.0),
304  replace_inf_value = cms.double(0.0),
305  lower_bound = cms.double(-1e32),
306  upper_bound = cms.double(1e32),
307  ),
308  sv_ntracks = cms.PSet(
309  median = cms.double(0.0),
310  norm_factor = cms.double(1.0),
311  replace_inf_value = cms.double(0.0),
312  lower_bound = cms.double(-1e32),
313  upper_bound = cms.double(1e32),
314  ),
315  sv_normchi2 = cms.PSet(
316  median = cms.double(0.0),
317  norm_factor = cms.double(1.0),
318  replace_inf_value = cms.double(1000),
319  lower_bound = cms.double(-1000),
320  upper_bound = cms.double(1000),
321  ),
322  sv_dxy = cms.PSet(
323  median = cms.double(0.0),
324  norm_factor = cms.double(1.0),
325  replace_inf_value = cms.double(0.0),
326  lower_bound = cms.double(-1e32),
327  upper_bound = cms.double(1e32),
328  ),
329  sv_dxysig = cms.PSet(
330  median = cms.double(0.0),
331  norm_factor = cms.double(1.0),
332  replace_inf_value = cms.double(0.0),
333  lower_bound = cms.double(-1),
334  upper_bound = cms.double(800),
335  ),
336  sv_d3d = cms.PSet(
337  median = cms.double(0.0),
338  norm_factor = cms.double(1.0),
339  replace_inf_value = cms.double(0.0),
340  lower_bound = cms.double(-1e32),
341  upper_bound = cms.double(1e32),
342  ),
343  sv_d3dsig = cms.PSet(
344  median = cms.double(0.0),
345  norm_factor = cms.double(1.0),
346  replace_inf_value = cms.double(0.0),
347  lower_bound = cms.double(-1),
348  upper_bound = cms.double(800),
349  ),
350  sv_costhetasvpv = cms.PSet(
351  median = cms.double(0.0),
352  norm_factor = cms.double(1.0),
353  replace_inf_value = cms.double(0.0),
354  lower_bound = cms.double(-1e32),
355  upper_bound = cms.double(1e32),
356  ),
357  ),
358  var_length = cms.uint32(5),
359  var_names = cms.vstring(
360  'sv_ptrel',
361  'sv_erel',
362  'sv_phirel',
363  'sv_etarel',
364  'sv_deltaR',
365  'sv_pt',
366  'sv_mass',
367  'sv_ntracks',
368  'sv_normchi2',
369  'sv_dxy',
370  'sv_dxysig',
371  'sv_d3d',
372  'sv_d3dsig',
373  'sv_costhetasvpv'
374  )
375  )
376 )
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