Exa couplings2

n3fit/src/n3fit/tests/regressions/quickcard_qed_1.json

@@ -21,7 +21,7 @@
     {
       "fl": "v3",
       "smallx": 0.3061824142932892,
-      "largex": 2.624323606491089,
+      "largex": 2.6243233680725098,
       "trainable": true
     },
     {
@@ -51,45 +51,45 @@
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 31.486101150512695,
-  "erf_vl": 28.4218692779541,
-  "chi2": 19.611825942993164,
+  "erf_tr": 31.485458374023438,
+  "erf_vl": 28.42206382751465,
+  "chi2": 19.611541748046875,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.035533162554303,
-    1.1953713068471692,
-    1.0881025884095246,
-    1.3414978876721764,
-    1.0839843290638607
+    1.0355329887612117,
+    1.1953571748772314,
+    1.0881027600170494,
+    1.3415071846048732,
+    1.0839843463545356
   ],
   "integrability": [
-    0.002653829054906187,
-    0.002653829054905521,
-    0.0002567724250169823,
-    3.2896786332130423,
-    0.003927801561079747
+    0.0026538235688319256,
+    0.00265382356883348,
+    0.00025677830853820804,
+    3.28967034816742,
+    0.003927802317778006
   ],
   "timing": {
     "walltime": {
-      "Total": 58.37841296195984,
+      "Total": 53.125245571136475,
       "start": 0.0,
-      "replica_set": 0.3208029270172119,
-      "replica_fitted": 58.37802076339722,
-      "replica_set_to_replica_fitted": 58.057217836380005
+      "replica_set": 0.30568861961364746,
+      "replica_fitted": 53.12488603591919,
+      "replica_set_to_replica_fitted": 52.81919741630554
     },
     "cputime": {
-      "Total": 61.517351913999995,
+      "Total": 53.733357951,
       "start": 0.0,
-      "replica_set": 2.813359167999998,
-      "replica_fitted": 61.516948647,
-      "replica_set_to_replica_fitted": 58.703589479
+      "replica_set": 0.30389858000000025,
+      "replica_fitted": 53.732994062,
+      "replica_set_to_replica_fitted": 53.429095482
     }
   },
   "version": {
     "keras": "2.11.0",
     "tensorflow": "2.11.0, mkl=False",
-    "numpy": "1.22.4",
-    "nnpdf": "4.0.6.846+g0a926fdf1",
-    "validphys": "4.0.6.846+g0a926fdf1"
+    "numpy": "1.24.3",
+    "nnpdf": "4.0.6.1115+g7d007487f-dev",
+    "validphys": "4.0.6.1115+g7d007487f-dev"
   }
-}
+}

n3fit/src/n3fit/tests/regressions/quickcard_qed_2.json

@@ -2,32 +2,32 @@
   "preprocessing": [
     {
       "fl": "sng",
-      "smallx": 1.1090763807296753,
+      "smallx": 1.1090757846832275,
       "largex": 2.683891534805298,
       "trainable": true
     },
     {
       "fl": "g",
       "smallx": 0.9399998784065247,
-      "largex": 1.6250606775283813,
+      "largex": 1.6250457763671875,
       "trainable": true
     },
     {
       "fl": "v",
       "smallx": 0.7499998211860657,
-      "largex": 1.7267229557037354,
+      "largex": 1.7267194986343384,
       "trainable": true
     },
     {
       "fl": "v3",
-      "smallx": 0.21201331913471222,
-      "largex": 1.3532426357269287,
+      "smallx": 0.21195323765277863,
+      "largex": 1.353239893913269,
       "trainable": true
     },
     {
       "fl": "v8",
       "smallx": 0.7599998712539673,
-      "largex": 2.390087127685547,
+      "largex": 2.3900835514068604,
       "trainable": true
     },
     {
@@ -44,52 +44,52 @@
     },
     {
       "fl": "cp",
-      "smallx": 0.24638080596923828,
+      "smallx": 0.2463812381029129,
       "largex": 2.7976953983306885,
       "trainable": true
     }
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 3.5809452533721924,
-  "erf_vl": 3.6826603412628174,
-  "chi2": 2.141340732574463,
+  "erf_tr": 3.5810189247131348,
+  "erf_vl": 3.6826956272125244,
+  "chi2": 2.1413865089416504,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.3194883264768875,
-    1.1995146017416334,
-    1.054266019685804,
-    5.074692492247958,
-    1.0689068380364566
+    1.3194896414570378,
+    1.199593900463531,
+    1.0542665627449714,
+    5.075661329523936,
+    1.0689046403003977
   ],
   "integrability": [
-    0.02917606895789332,
-    0.029176068957894374,
-    0.0003924771135637162,
-    12.764093160629272,
-    0.02982003148645135
+    0.02917601913213702,
+    0.029176019132136632,
+    0.00039221921542709204,
+    12.764094114303589,
+    0.02982073510065708
   ],
   "timing": {
     "walltime": {
-      "Total": 57.77593541145325,
+      "Total": 51.37196373939514,
       "start": 0.0,
-      "replica_set": 0.31868839263916016,
-      "replica_fitted": 57.77560114860535,
-      "replica_set_to_replica_fitted": 57.45691275596619
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+      "replica_fitted": 51.371232748031616,
+      "replica_set_to_replica_fitted": 51.090646505355835
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     "cputime": {
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+      "Total": 51.978278505,
       "start": 0.0,
-      "replica_set": 2.6913169609999983,
-      "replica_fitted": 60.771408723,
-      "replica_set_to_replica_fitted": 58.080091762
+      "replica_set": 0.2790865369999995,
+      "replica_fitted": 51.97755204999999,
+      "replica_set_to_replica_fitted": 51.698465512999995
     }
   },
   "version": {
     "keras": "2.11.0",
     "tensorflow": "2.11.0, mkl=False",
-    "numpy": "1.22.4",
-    "nnpdf": "4.0.6.846+g0a926fdf1",
-    "validphys": "4.0.6.846+g0a926fdf1"
+    "numpy": "1.24.3",
+    "nnpdf": "4.0.6.1115+g7d007487f-dev",
+    "validphys": "4.0.6.1115+g7d007487f-dev"
   }
-}
+}