Merge branch 'master' into avoid-idle-gpu

doc/sphinx/source/vp/filters.rst

@@ -317,7 +317,7 @@ Consider the following filter from the ``filters.yaml`` file:
 
    - dataset: ATLASZPT7TEV
      reason: Avoid the region where resummation effects become important.
-     rule: "p_T2 >= 30**2"
+     rule: "pT2 >= 30**2"
 
 this rule applies only to the ``ATLASZPT7TEV`` dataset and keeps all
 datapoints with a transverse momentum greater than or equal to 30 MeV.

extra_tests/regression_fits/central_16.json

@@ -71,24 +71,25 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 32.32825946807861,
+      "Total": 30.10047173500061,
       "start": 0.0,
-      "replica_set": 0.23800349235534668,
-      "replica_fitted": 32.32805871963501,
-      "replica_set_to_replica_fitted": 32.09005522727966
+      "replica_set": 0.23421192169189453,
+      "replica_fitted": 30.100268602371216,
+      "replica_set_to_replica_fitted": 29.86605668067932
     },
     "cputime": {
-      "Total": 33.586156003,
+      "Total": 31.299373692000003,
       "start": 0.0,
-      "replica_set": 0.23583456399999925,
-      "replica_fitted": 33.585950811000004,
-      "replica_set_to_replica_fitted": 33.350116247
+      "replica_set": 0.23228165799999978,
+      "replica_fitted": 31.299169341000002,
+      "replica_set_to_replica_fitted": 31.066887683000004
     }
   },
   "version": {
-    "tensorflow": "2.16.1, mkl=??",
+    "keras": "3.3.3",
+    "tensorflow": "2.16.1, mkl=False",
     "numpy": "1.26.4",
-    "nnpdf": "4.0.9.post576.dev0+47a077fe1",
-    "validphys": "4.0.9.post576.dev0+47a077fe1"
+    "nnpdf": "4.0.9.post910.dev0+670d39e81",
+    "validphys": "4.0.9.post910.dev0+670d39e81"
   }
 }

extra_tests/regression_fits/diagonal_45.json

@@ -51,44 +51,45 @@
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 3.3770647048950195,
-  "erf_vl": 3.232318639755249,
-  "chi2": 2.2297277450561523,
+  "erf_tr": 3.7433674335479736,
+  "erf_vl": 3.06573224067688,
+  "chi2": 2.1767020225524902,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.318226246486323,
-    1.5444156168391867,
-    1.1791073597859465,
-    1.0015316307958235,
-    1.2179144267244248
+    1.3174401174899257,
+    1.5070530572454897,
+    1.1761948219147023,
+    1.0013647421970557,
+    1.2246977365119018
   ],
   "integrability": [
-    0.0008988644076473595,
-    0.0008988644076458607,
-    4.7246509779275137e-05,
-    0.46261498332023554,
-    0.00705060712061667
+    0.0008957563404708435,
+    0.0008957563404695668,
+    4.806763138198722e-05,
+    0.4638940915465348,
+    0.007004071318077343
   ],
   "timing": {
     "walltime": {
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+      "Total": 29.147084712982178,
       "start": 0.0,
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-      "replica_fitted": 31.026363611221313,
-      "replica_set_to_replica_fitted": 30.800785779953003
+      "replica_set": 0.2392897605895996,
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+      "replica_set_to_replica_fitted": 28.907578468322754
     },
     "cputime": {
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+      "Total": 30.027262939000003,
       "start": 0.0,
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-      "replica_fitted": 32.279174556,
-      "replica_set_to_replica_fitted": 32.054713582
+      "replica_set": 0.2373946069999997,
+      "replica_fitted": 30.027044852000003,
+      "replica_set_to_replica_fitted": 29.789650245
     }
   },
   "version": {
-    "tensorflow": "2.16.1, mkl=??",
+    "keras": "3.3.3",
+    "tensorflow": "2.16.1, mkl=False",
     "numpy": "1.26.4",
-    "nnpdf": "4.0.9.post576.dev0+47a077fe1",
-    "validphys": "4.0.9.post576.dev0+47a077fe1"
+    "nnpdf": "4.0.9.post910.dev0+670d39e81",
+    "validphys": "4.0.9.post910.dev0+670d39e81"
   }
 }

extra_tests/regression_fits/feature_scaling_81.json

@@ -51,44 +51,45 @@
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 2.490978479385376,
-  "erf_vl": 2.056649684906006,
-  "chi2": 1.4108959436416626,
+  "erf_tr": 2.652923583984375,
+  "erf_vl": 2.124218463897705,
+  "chi2": 1.4108749628067017,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.970557910248621,
-    1.5123234861956554,
-    1.260815035320441,
-    1.1147019998011942,
-    2.9255811134208907
+    1.9705483952206988,
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+    1.260816206108889,
+    1.1146990683970068,
+    2.9255388094206625
   ],
   "integrability": [
-    0.0038688098720747743,
-    0.003868809872073886,
-    2.2851325695849578e-05,
-    0.05472333077341318,
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+    0.003868802072247407,
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+    0.05472337454557391,
+    0.006996958574744971
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-      "replica_fitted": 33.15779399871826,
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+      "replica_set_to_replica_fitted": 30.80181336402893
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     "cputime": {
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+      "Total": 31.200167627000003,
       "start": 0.0,
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-      "replica_fitted": 32.71381593300001,
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+      "replica_fitted": 31.200025121,
+      "replica_set_to_replica_fitted": 30.966270782
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   },
   "version": {
-    "tensorflow": "2.16.1, mkl=??",
+    "keras": "3.3.3",
+    "tensorflow": "2.16.1, mkl=False",
     "numpy": "1.26.4",
-    "nnpdf": "4.0.9.post576.dev0+47a077fe1",
-    "validphys": "4.0.9.post576.dev0+47a077fe1"
+    "nnpdf": "4.0.9.post910.dev0+670d39e81",
+    "validphys": "4.0.9.post910.dev0+670d39e81"
   }
 }