Merge pull request #2451 from NNPDF/dont_test_41_yet

Change the tests that used 4.1 theory

Author: scarlehoff

extra_tests/regression_fits/central_16.exportgrid

@@ -51,23 +51,23 @@
   ],
   "stop_epoch": 967,
   "best_epoch": 855,
-  "erf_tr": 2.362081289291382,
-  "erf_vl": 1.2658170461654663,
-  "chi2": 2.0859551680715462,
+  "erf_tr": 2.362083911895752,
+  "erf_vl": 1.265812635421753,
+  "chi2": 2.0859556269824955,
   "pos_state": "POS_PASS",
   "arc_lengths": [
-    1.2979897268424645,
-    1.312405495068131,
-    1.1789801301841878,
-    1.0006737705933855,
-    1.2005035497385685
+    1.2979895715442105,
+    1.3124065067216886,
+    1.1789800942696005,
+    1.0006737762903166,
+    1.200504063666006
   ],
   "integrability": [
-    0.0009354548237716282,
-    0.0012178452161616116,
-    4.779973403498672e-05,
-    0.46639937162399386,
-    0.006792142638006371
+    0.0009354545618405173,
+    0.0012178469187344998,
+    4.779973983182195e-05,
+    0.466399125754833,
+    0.006792138039604045
   ],
   "hyperparameters": "from runcard"
 }

extra_tests/regression_fits/central_16.json

@@ -51,23 +51,23 @@
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 5.977235317230225,
-  "erf_vl": 3.4990622997283936,
-  "chi2": 4.381588206571691,
+  "erf_tr": 5.97723388671875,
+  "erf_vl": 3.4990525245666504,
+  "chi2": 4.381587180770746,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.7127755553480135,
-    0.9923110324011902,
-    1.1436003400413464,
-    1.076288777496849,
-    3.2355233257733054
+    1.712775910191214,
+    0.9923111630836161,
+    1.1436002692804712,
+    1.076288518361933,
+    3.2355188950357427
   ],
   "integrability": [
-    0.004003996145913189,
-    8.830079423371995e-06,
-    2.446863373944952e-05,
-    0.05534580023959301,
-    0.010789581050630881
+    0.00400399666978041,
+    8.830079366028976e-06,
+    2.4468626861895437e-05,
+    0.055345799308270105,
+    0.01078959734877627
   ],
   "hyperparameters": "from runcard"
 }

extra_tests/regression_fits/feature_scaling_81.exportgrid

@@ -51,23 +51,23 @@
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 4.2807111740112305,
-  "erf_vl": 3.326626777648926,
-  "chi2": 3.482740442461102,
+  "erf_tr": 4.2807135581970215,
+  "erf_vl": 3.3266186714172363,
+  "chi2": 3.4827443054456753,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.1038534273767917,
-    1.214106642913849,
-    0.9906460986680914,
-    0.9904843943008906,
-    0.9907098739613726
+    1.1038534073695876,
+    1.214106618573878,
+    0.9906460988002569,
+    0.9904843941410231,
+    0.9907098742029666
   ],
   "integrability": [
-    0.46771080791950215,
-    1.25063419342041,
-    0.08181699179112917,
-    0.10192120075225847,
-    0.5177502781152727
+    0.46771079301834073,
+    1.2506341934204102,
+    0.08181700296700017,
+    0.10192170739173889,
+    0.5177502781152733
   ],
   "hyperparameters": "from runcard"
 }

extra_tests/regression_fits/feature_scaling_81.json

@@ -14,8 +14,8 @@ description: n3fit regression test for hyperotp sampling in NNPDF4.1
 dataset_inputs:
   - {dataset: NMC_NC_NOTFIXED_P_EM-SIGMARED, variant: legacy}
   - {dataset: SLAC_NC_NOTFIXED_P_EM-F2, variant: legacy_dw}
-  - {dataset: CMS_Z0J_8TEV_PT-Y}
-  - {dataset: ATLAS_TTBAR_8TEV_TOT_X-SEC}
+  - {dataset: CMS_Z0J_8TEV_PT-Y }
+  - {dataset: ATLAS_TTBAR_8TEV_TOT_X-SEC, variant: legacy_theory }
 ############################################################
 datacuts:
   t0pdfset: NNPDF40_nnlo_as_01180     # PDF set to generate t0 covmat
@@ -24,7 +24,7 @@ datacuts:
 
 ############################################################
 theory:
-  theoryid: 41_000_000        # database id
+  theoryid: 40_000_000        # database id
 
 ############################################################
 genrep: False    # on = generate MC replicas, False = use real data

extra_tests/regression_fits/flavour_29.exportgrid

@@ -55,25 +55,25 @@
       "trainable": false
     }
   ],
-  "stop_epoch": 15700,
-  "best_epoch": 11809,
-  "erf_tr": 1.5522006750106812,
-  "erf_vl": 0.8228918313980103,
-  "chi2": 1.3685028535082824,
+  "stop_epoch": 11522,
+  "best_epoch": 4903,
+  "erf_tr": 1.6248929500579834,
+  "erf_vl": 0.9076236486434937,
+  "chi2": 1.4442275197882402,
   "pos_state": "POS_PASS",
   "arc_lengths": [
-    2.523857734518874,
-    1.101830505438013,
-    5.354887791586663,
-    1.002221739520188,
-    1.0815427015576187
+    2.531884543928029,
+    1.1447020219572455,
+    1.239618631151049,
+    1.0331898500092604,
+    3.2586913877079025
   ],
   "integrability": [
-    0.02235139708500272,
-    0.036644561681897336,
-    0.0004369386006155551,
-    0.02273471909575253,
-    0.04385659284889787
+    0.0007645657460669815,
+    0.12421590648591563,
+    0.00025561133770721223,
+    0.054943872150033934,
+    0.04629806894809163
   ],
   "hyperparameters": {
     "optimizer": "Adam",