Merge pull request #2301 from NNPDF/diagonal_covmat

Diagonal covmat

Author: scarlehoff

extra_tests/regression_fits/central_16.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 11.688510417938232,
+      "Total": 12.43135690689087,
       "start": 0.0,
-      "replica_set": 0.2990105152130127,
-      "replica_fitted": 11.688410520553589,
-      "replica_set_to_replica_fitted": 11.389400005340576
+      "replica_set": 0.2373182773590088,
+      "replica_fitted": 12.431260108947754,
+      "replica_set_to_replica_fitted": 12.193941831588745
     },
     "cputime": {
-      "Total": 13.442929807,
+      "Total": 14.181665001000002,
       "start": 0.0,
-      "replica_set": 0.2861135499999996,
-      "replica_fitted": 13.442828878999999,
-      "replica_set_to_replica_fitted": 13.156715328999999
+      "replica_set": 0.23676882999999993,
+      "replica_fitted": 14.181566207,
+      "replica_set_to_replica_fitted": 13.944797376999999
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/diagonal_45.exportgrid

@@ -51,43 +51,43 @@
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 3.585289716720581,
-  "erf_vl": 2.9731712341308594,
-  "chi2": 2.1915249824523926,
+  "erf_tr": 3.072636842727661,
+  "erf_vl": 3.072636842727661,
+  "chi2": 2.0782642364501953,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.3177722493965613,
-    1.512841482093963,
-    1.1766475125696163,
-    1.001576902820413,
-    1.2186306501969704
+    1.3291631724803228,
+    1.4332497236467963,
+    1.1849335115317994,
+    1.002552494230528,
+    1.1619171709967988
   ],
   "integrability": [
-    0.0008946541565823252,
-    0.0008946541565825195,
-    4.7493198848669316e-05,
-    0.46384941786527567,
-    0.007007003587203298
+    0.0008790777646952574,
+    0.0008790777646942027,
+    4.367301642049792e-05,
+    0.4688573330640782,
+    0.007161356101276661
   ],
   "timing": {
     "walltime": {
-      "Total": 11.086242198944092,
+      "Total": 10.719806432723999,
       "start": 0.0,
-      "replica_set": 0.2999849319458008,
-      "replica_fitted": 11.086170434951782,
-      "replica_set_to_replica_fitted": 10.786185503005981
+      "replica_set": 0.24172449111938477,
+      "replica_fitted": 10.719698429107666,
+      "replica_set_to_replica_fitted": 10.477973937988281
     },
     "cputime": {
-      "Total": 12.684770879,
+      "Total": 12.496055474999999,
       "start": 0.0,
-      "replica_set": 0.28631316500000015,
-      "replica_fitted": 12.684697672,
-      "replica_set_to_replica_fitted": 12.398384507
+      "replica_set": 0.2411874909999998,
+      "replica_fitted": 12.495945509999999,
+      "replica_set_to_replica_fitted": 12.254758019
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/diagonal_45.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 11.524625539779663,
+      "Total": 12.117786645889282,
       "start": 0.0,
-      "replica_set": 0.28323912620544434,
-      "replica_fitted": 11.524536848068237,
-      "replica_set_to_replica_fitted": 11.241297721862793
+      "replica_set": 0.24417829513549805,
+      "replica_fitted": 12.117645502090454,
+      "replica_set_to_replica_fitted": 11.873467206954956
     },
     "cputime": {
-      "Total": 13.088938109,
+      "Total": 13.669596775,
       "start": 0.0,
-      "replica_set": 0.27964649199999947,
-      "replica_fitted": 13.088848482,
-      "replica_set_to_replica_fitted": 12.809201989999998
+      "replica_set": 0.2435598290000005,
+      "replica_fitted": 13.669453938000002,
+      "replica_set_to_replica_fitted": 13.425894109000001
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/feature_scaling_81.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 4.4977874755859375,
+      "Total": 4.622258424758911,
       "start": 0.0,
-      "replica_set": 0.29065823554992676,
-      "replica_fitted": 4.4976959228515625,
-      "replica_set_to_replica_fitted": 4.207037687301636
+      "replica_set": 0.2354755401611328,
+      "replica_fitted": 4.622175693511963,
+      "replica_set_to_replica_fitted": 4.38670015335083
     },
     "cputime": {
-      "Total": 4.662063077,
+      "Total": 4.796635887,
       "start": 0.0,
-      "replica_set": 0.28899256500000003,
-      "replica_fitted": 4.6619696930000005,
-      "replica_set_to_replica_fitted": 4.3729771280000005
+      "replica_set": 0.23286185300000017,
+      "replica_fitted": 4.796550097,
+      "replica_set_to_replica_fitted": 4.563688244
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/flavour_29.json

@@ -77,23 +77,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 9.740729331970215,
+      "Total": 9.712607622146606,
       "start": 0.0,
-      "replica_set": 0.29361605644226074,
-      "replica_fitted": 9.74064016342163,
-      "replica_set_to_replica_fitted": 9.44702410697937
+      "replica_set": 0.2337970733642578,
+      "replica_fitted": 9.712497234344482,
+      "replica_set_to_replica_fitted": 9.478700160980225
     },
     "cputime": {
-      "Total": 10.990652536999999,
+      "Total": 10.859069986999998,
       "start": 0.0,
-      "replica_set": 0.29057778799999934,
-      "replica_fitted": 10.990561578000001,
-      "replica_set_to_replica_fitted": 10.699983790000001
+      "replica_set": 0.23232356499999973,
+      "replica_fitted": 10.858958037,
+      "replica_set_to_replica_fitted": 10.626634472000001
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/no_csr_613.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 16.63748264312744,
+      "Total": 16.58865785598755,
       "start": 0.0,
-      "replica_set": 0.2861497402191162,
-      "replica_fitted": 16.637373447418213,
-      "replica_set_to_replica_fitted": 16.351223707199097
+      "replica_set": 0.23251938819885254,
+      "replica_fitted": 16.58857488632202,
+      "replica_set_to_replica_fitted": 16.35605549812317
     },
     "cputime": {
-      "Total": 17.995295511000002,
+      "Total": 17.916722768,
       "start": 0.0,
-      "replica_set": 0.2831465099999999,
-      "replica_fitted": 17.995184544,
-      "replica_set_to_replica_fitted": 17.712038034
+      "replica_set": 0.23164433100000004,
+      "replica_fitted": 17.916638401,
+      "replica_set_to_replica_fitted": 17.68499407
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/no_lagrange_27.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 22.72885274887085,
+      "Total": 24.766977787017822,
       "start": 0.0,
-      "replica_set": 0.280987024307251,
-      "replica_fitted": 22.72870922088623,
-      "replica_set_to_replica_fitted": 22.44772219657898
+      "replica_set": 0.23990345001220703,
+      "replica_fitted": 24.766857147216797,
+      "replica_set_to_replica_fitted": 24.52695369720459
     },
     "cputime": {
-      "Total": 24.539902191,
+      "Total": 26.631009987,
       "start": 0.0,
-      "replica_set": 0.277353658,
-      "replica_fitted": 24.539757802,
-      "replica_set_to_replica_fitted": 24.262404144
+      "replica_set": 0.23949479100000026,
+      "replica_fitted": 26.630886947,
+      "replica_set_to_replica_fitted": 26.391392156
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/no_msr_92.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 19.225488901138306,
+      "Total": 19.898454189300537,
       "start": 0.0,
-      "replica_set": 0.2850353717803955,
-      "replica_fitted": 19.225357055664062,
-      "replica_set_to_replica_fitted": 18.940321683883667
+      "replica_set": 0.24408888816833496,
+      "replica_fitted": 19.898327350616455,
+      "replica_set_to_replica_fitted": 19.65423846244812
     },
     "cputime": {
-      "Total": 20.824924843999998,
+      "Total": 21.540170981,
       "start": 0.0,
-      "replica_set": 0.28187947199999996,
-      "replica_fitted": 20.824790744,
-      "replica_set_to_replica_fitted": 20.542911272
+      "replica_set": 0.24350429600000023,
+      "replica_fitted": 21.540042631000002,
+      "replica_set_to_replica_fitted": 21.296538335
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }

extra_tests/regression_fits/no_sumrules_18.json

@@ -71,23 +71,23 @@
   ],
   "timing": {
     "walltime": {
-      "Total": 11.726756811141968,
+      "Total": 11.616304636001587,
       "start": 0.0,
-      "replica_set": 0.2943887710571289,
-      "replica_fitted": 11.726653337478638,
-      "replica_set_to_replica_fitted": 11.432264566421509
+      "replica_set": 0.23164892196655273,
+      "replica_fitted": 11.616222858428955,
+      "replica_set_to_replica_fitted": 11.384573936462402
     },
     "cputime": {
-      "Total": 13.466647784000001,
+      "Total": 13.321849503,
       "start": 0.0,
-      "replica_set": 0.28449442700000027,
-      "replica_fitted": 13.466543198000002,
-      "replica_set_to_replica_fitted": 13.182048771000002
+      "replica_set": 0.23123930599999998,
+      "replica_fitted": 13.321765736,
+      "replica_set_to_replica_fitted": 13.09052643
     }
   },
   "version": {
     "numpy": "1.26.4",
-    "nnpdf": "4.0.10.post47.dev0+c3a29a9bf",
-    "validphys": "4.0.10.post47.dev0+c3a29a9bf"
+    "nnpdf": "4.0.10.post201.dev0+95606e0e9",
+    "validphys": "4.0.10.post201.dev0+95606e0e9"
   }
 }