From 6f793687f2608c5af041ba989202460dff615220 Mon Sep 17 00:00:00 2001
From: Aron <aronpjansen@gmail.com>
Date: Mon, 8 Jan 2024 13:56:09 +0100
Subject: [PATCH] Update regression data

---
 .../n3fit/tests/regressions/quickcard_1.json  |  84 +++++++++---------
 .../n3fit/tests/regressions/quickcard_2.json  |  84 +++++++++---------
 .../src/n3fit/tests/regressions/weights_1.h5  | Bin 29064 -> 31272 bytes
 .../src/n3fit/tests/regressions/weights_2.h5  | Bin 29064 -> 31272 bytes
 4 files changed, 84 insertions(+), 84 deletions(-)

diff --git a/n3fit/src/n3fit/tests/regressions/quickcard_1.json b/n3fit/src/n3fit/tests/regressions/quickcard_1.json
index e1ab150b66..e2fa582162 100644
--- a/n3fit/src/n3fit/tests/regressions/quickcard_1.json
+++ b/n3fit/src/n3fit/tests/regressions/quickcard_1.json
@@ -2,94 +2,94 @@
   "preprocessing": [
     {
       "fl": "sng",
-      "smallx": 1.1307647228240967,
-      "largex": 2.6348154544830322,
+      "smallx": 1.0608619451522827,
+      "largex": 2.435075283050537,
       "trainable": true
     },
     {
       "fl": "g",
-      "smallx": 1.1853630542755127,
-      "largex": 1.5627975463867188,
+      "smallx": 1.1140261888504028,
+      "largex": 5.703322887420654,
       "trainable": true
     },
     {
       "fl": "v",
-      "smallx": 0.5399999022483826,
-      "largex": 2.004500150680542,
+      "smallx": 0.5908387899398804,
+      "largex": 1.4993104934692383,
       "trainable": true
     },
     {
       "fl": "v3",
-      "smallx": 0.3061078190803528,
-      "largex": 2.6242549419403076,
+      "smallx": 0.391951322555542,
+      "largex": 1.71088707447052,
       "trainable": true
     },
     {
       "fl": "v8",
-      "smallx": 0.5774596929550171,
-      "largex": 2.120253801345825,
+      "smallx": 0.6944140195846558,
+      "largex": 1.2567583322525024,
       "trainable": true
     },
     {
       "fl": "t3",
-      "smallx": 1.3441987037658691,
-      "largex": 1.7566683292388916,
+      "smallx": 0.5058831572532654,
+      "largex": 2.0005972385406494,
       "trainable": true
     },
     {
       "fl": "t8",
-      "smallx": 1.047775387763977,
-      "largex": 1.945939064025879,
+      "smallx": 0.7622368335723877,
+      "largex": 2.795137643814087,
       "trainable": true
     },
     {
       "fl": "cp",
-      "smallx": 0.7400740385055542,
-      "largex": 3.461853504180908,
+      "smallx": 0.8536127209663391,
+      "largex": 6.6416802406311035,
       "trainable": true
     }
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 31.587974548339844,
-  "erf_vl": 29.09645652770996,
-  "chi2": 20.467185974121094,
+  "erf_tr": 53.118446350097656,
+  "erf_vl": 49.94154357910156,
+  "chi2": 28.98702049255371,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.0353434175487572,
-    1.1966792723668909,
-    1.0884899669278114,
-    1.3288290197461279,
-    1.0839435375255841
+    0.9940337093523915,
+    1.4350646487017111,
+    1.1474061176395847,
+    1.0115618588849309,
+    1.241211877456066
   ],
   "integrability": [
-    0.002641671162566972,
-    0.002641671162561421,
-    0.0002462610455011838,
-    3.1516795754432665,
-    0.003926577570384282
+    0.003768992610269112,
+    0.003768992610274635,
+    0.00012586315097173895,
+    0.04072074079886079,
+    0.006150423490908663
   ],
   "timing": {
     "walltime": {
-      "Total": 17.712170839309692,
+      "Total": 66.50783586502075,
       "start": 0.0,
-      "replica_set": 0.1738264560699463,
-      "replica_fitted": 17.712095260620117,
-      "replica_set_to_replica_fitted": 17.53826880455017
+      "replica_set": 0.25814390182495117,
+      "replica_fitted": 66.5077497959137,
+      "replica_set_to_replica_fitted": 66.24960589408875
     },
     "cputime": {
-      "Total": 18.391021507999998,
+      "Total": 88.704174,
       "start": 0.0,
-      "replica_set": 0.173584666,
-      "replica_fitted": 18.390944242,
-      "replica_set_to_replica_fitted": 18.217359576
+      "replica_set": 0.5755660000000002,
+      "replica_fitted": 88.704084,
+      "replica_set_to_replica_fitted": 88.128518
     }
   },
   "version": {
-    "keras": "2.11.0",
-    "tensorflow": "2.11.0, mkl=False",
-    "numpy": "1.24.3",
-    "nnpdf": "4.0.6.744+ga791d281e-dev",
-    "validphys": "4.0.6.744+ga791d281e-dev"
+    "keras": "2.9.0",
+    "tensorflow": "2.9.2, mkl=False",
+    "numpy": "1.22.3",
+    "nnpdf": "4.0.7.131+g2e302ad7a-dev",
+    "validphys": "4.0.7.131+g2e302ad7a-dev"
   }
 }
\ No newline at end of file
diff --git a/n3fit/src/n3fit/tests/regressions/quickcard_2.json b/n3fit/src/n3fit/tests/regressions/quickcard_2.json
index d59c97a5f5..9aa3c9c518 100644
--- a/n3fit/src/n3fit/tests/regressions/quickcard_2.json
+++ b/n3fit/src/n3fit/tests/regressions/quickcard_2.json
@@ -2,94 +2,94 @@
   "preprocessing": [
     {
       "fl": "sng",
-      "smallx": 1.1108688116073608,
-      "largex": 2.6956193447113037,
+      "smallx": 1.1373717784881592,
+      "largex": 2.2215213775634766,
       "trainable": true
     },
     {
       "fl": "g",
-      "smallx": 0.9399998784065247,
-      "largex": 1.621421217918396,
+      "smallx": 1.1855839490890503,
+      "largex": 1.0370781421661377,
       "trainable": true
     },
     {
       "fl": "v",
-      "smallx": 0.7499998211860657,
-      "largex": 1.7185953855514526,
+      "smallx": 0.7131961584091187,
+      "largex": 1.2988507747650146,
       "trainable": true
     },
     {
       "fl": "v3",
-      "smallx": 0.215017169713974,
-      "largex": 1.3573191165924072,
+      "smallx": 0.3124141991138458,
+      "largex": 1.678762674331665,
       "trainable": true
     },
     {
       "fl": "v8",
-      "smallx": 0.7532474994659424,
-      "largex": 2.389765977859497,
+      "smallx": 0.5946128368377686,
+      "largex": 2.5053675174713135,
       "trainable": true
     },
     {
       "fl": "t3",
-      "smallx": 1.4219000339508057,
-      "largex": 2.273611545562744,
+      "smallx": -0.3436424136161804,
+      "largex": 3.272998094558716,
       "trainable": true
     },
     {
       "fl": "t8",
-      "smallx": 1.0386217832565308,
-      "largex": 1.7531665563583374,
+      "smallx": 0.8454508781433105,
+      "largex": 2.545261859893799,
       "trainable": true
     },
     {
       "fl": "cp",
-      "smallx": 0.23516468703746796,
-      "largex": 2.7976953983306885,
+      "smallx": 0.7453753352165222,
+      "largex": 2.8414509296417236,
       "trainable": true
     }
   ],
   "stop_epoch": 1100,
   "best_epoch": 1099,
-  "erf_tr": 4.962428092956543,
-  "erf_vl": 5.63330078125,
-  "chi2": 3.5181877613067627,
+  "erf_tr": 175.88507080078125,
+  "erf_vl": 144.5820770263672,
+  "chi2": 102.0027084350586,
   "pos_state": "POS_VETO",
   "arc_lengths": [
-    1.324828406611252,
-    1.1113330992990824,
-    1.0539862831681286,
-    4.888539270923742,
-    1.067708667365969
+    1.0492436979844655,
+    1.6211160857702436,
+    1.46553459899021,
+    1.0124231018671561,
+    1.0749082174254012
   ],
   "integrability": [
-    0.029175871051850266,
-    0.02917587105184627,
-    0.0003802012824946077,
-    12.767466306686401,
-    0.029576309956610758
+    0.018149158218885852,
+    0.018149158218875916,
+    4.653956193745312e-05,
+    0.05125390924513323,
+    0.004193901346297602
   ],
   "timing": {
     "walltime": {
-      "Total": 17.551416397094727,
+      "Total": 65.60019397735596,
       "start": 0.0,
-      "replica_set": 0.17304396629333496,
-      "replica_fitted": 17.551299571990967,
-      "replica_set_to_replica_fitted": 17.378255605697632
+      "replica_set": 0.3589169979095459,
+      "replica_fitted": 65.6001501083374,
+      "replica_set_to_replica_fitted": 65.24123311042786
     },
     "cputime": {
-      "Total": 18.186233694000002,
+      "Total": 86.516851,
       "start": 0.0,
-      "replica_set": 0.17282558100000145,
-      "replica_fitted": 18.186119053,
-      "replica_set_to_replica_fitted": 18.013293472
+      "replica_set": 0.8151540000000015,
+      "replica_fitted": 86.516799,
+      "replica_set_to_replica_fitted": 85.701645
     }
   },
   "version": {
-    "keras": "2.11.0",
-    "tensorflow": "2.11.0, mkl=False",
-    "numpy": "1.24.3",
-    "nnpdf": "4.0.6.744+ga791d281e-dev",
-    "validphys": "4.0.6.744+ga791d281e-dev"
+    "keras": "2.9.0",
+    "tensorflow": "2.9.2, mkl=False",
+    "numpy": "1.22.3",
+    "nnpdf": "4.0.7.131+g2e302ad7a-dev",
+    "validphys": "4.0.7.131+g2e302ad7a-dev"
   }
 }
\ No newline at end of file
diff --git a/n3fit/src/n3fit/tests/regressions/weights_1.h5 b/n3fit/src/n3fit/tests/regressions/weights_1.h5
index 2c5b02e71eed2ab94b30aa51f0cfb9264fc4ba55..50f4ab15f725b63e0070723b3960f33b91f7e174 100644
GIT binary patch
literal 31272
zcmeHQ33wDm7VgP`10-?<67GQo4T|B)V1VwL;f@QNfPe-SCV>n|AS59fLO_KfC`S0u
zfE-y}F|Z0zZt*~vsUVjDxj~2s$bx(XffaWV1M0fnUGGh1n&~8qkYu6z`$*NR_g)=;
zzxQgYy1RHavfqHfI?d{E(xumPeq4Pyi+_HHD|8wwK^pn7kkLV!18IQ|%jmdToWu)(
z^7>G}!Iu>jgW~Wf`}gNKUk>ZX6x3W5gkr%^mdOG-7BUBsuch}C0+IcD50M5G3-)pq
zMwcJWGCI+6z1f+50OQ+1UQN#Mgr^*ca}B^=m3AG#>2-dhkd6!Bf<)_1j+<&tx1_{P
zv}VYvO~uYgo+SNaUDnIxIvt||WQr5D*(H}U5xGp#<AAO!W^1|8lCw%}BmV(08{|ey
zYO;HQer=JK>Ogs^t%h#2<f@I_Xh~P@7wAiE$pHdrf035`8EC0*0i0RxlTK_TNc=Y@
zZtMhWN<62EgQz22?)3(WbO09#^*kuoGr^i3mto1Yre`FjrilEC>XZ70<9txc!~K)9
zZhzG5AhIbFIs>vSF6mU`($*GC5aS!DX~}(p0LG;l7_R}+Sjj2fu6S!ohSk!IV`(^~
zMu-g@7vUybnXFFKl>8X&4&zj4Go~F0c3Dwf1N%k~mSc|`a4=RuybzV6qB1O5mZTJ$
zH9@WlrgauS#FDgh>$teFw$yZsElG@hmZ&J!B24cru1Iq6<1E(9)a1!F(T^=-;xdw0
zoRs63$j3M+$qg7(CLsH>$Y(!LI4)^oTB-=-#Ef*-jvN=oEaG4r7iO`frioEQ>{Eut
z5|&`KCE2VK@pfQ)QBju8QVkHoSo{=eaXe}1sbj4f8A&M#7B)0VPKu$@h2s)&k!kD~
z_9M%ZoSKkTh9AJn$q0&_l1879o)nMcm9ZCV5>@0&ih<IF_1Z+cNlhP@oH~V-vzW$l
zh)dV79%0fz>M=Hle6X`lW0K-BdWr(r4@?=~*h!49Dc0nkof~-7H@fuY`9hTO)DL&*
z%kziG_iVqLOJAO!Zqe`N(r*myw}#Z)edrXIoR%18$&3&O)CA;Ol_x*OY6EdDxbpSe
zx{39pJyl%4EY88S!BwLFHmU#Mrd%cJm&Cc|mGA%9G*JQFzvB93ajs=$@C5v&{$RbR
z=k<Ou{3UT0E|tJ1Q^Ma+nf|c)C2_7zW#n1^6D0YzAYXC+WpVCLAYX3(<^E)(NE+=x
z-T<jrd{}>&0?1{d;{&ZF8Uh*u8Uh*u8Uh*u8Uh*u8Ul9`fnib6{iMAxTnCrJ0vXq(
z23TmCVF6tq8sBPU8I&slS|7p6as9;g@RSP$I<gll4`m5w<~`*SfzBZyP{R}4e^KHU
zz!kuLW}vvo5W-EdCM6`=$~KBs_cLLi821%0mGOt0C9SFD^)}Gb8r+>Pt=ZlA(jI|3
zU&_1l*&cu_A#yygiuOT6U}1!I<f*Mu_c{V<`=E)q5di?;eiPz>`%@T4AbcRZ!j#1?
zUswFv1aS)MQ|^bNb*FV;Rij)U(3>7*<ru&6I(f=%1^P^v3cL1yC7=^`6lE*`5FN)N
zv(ASV;Jz>JGb(9cF}6vP4GgX2c*k)DE?Cb6&j1ws#XBVNeSBDjde~v})x{c^NES$9
zqNK6BYEoubKCXShSO$k`;~4k!xG|<Gd4DlRr#C2!*s_d1H#X4pfd5JQ+7oZ^<Z>K&
z-SHs_?pd20C`qKjzt843?r21GH}{h7CfuN{=SG+=&%5ayz33IXyvN7Rc42+V%fC#f
z-4<-7UFRR<Plmt9JC8Z&;Ay#Z)rNkB9ez!B9#}Gx%*$R)#|)V+{4~_3@I<TbeCE4G
zN7sLZJGMSru;rJ-M#uSW7kVA*V07qTH1apBM#uWkjE;E$M#ubfMt<NJqodB(M*et#
zk&j!}k2E+tjy!h#E60#<oiHV_BZ*pkMVSBjBC_aGEi%K_RalpQLs&a$6`k!EOuwK0
z2yNlFl>g*r2gmc>!<_3HrP19*I=ZcPcVc_wJ-WI_C|U9FaXx<PY3GEum(qD>Hc(?f
zf1%ad3-s3$obc(I{X))2fsUMY!O2e^DSXyGPq=yTec|xG*EokQnMC^5YHeDOd`);E
z@-+D&bC$sOSxNlAXhJi(wIm&y9-~9fou^}WU8llRQ>erAi15*<ox-%Q=hAE4>lNN?
zl}o0CX3}Z@Tue?~ewpsL?qAsanNDQ>3v-<}ViwS~-|lrBi+_p?@A5JK@o!%Xr|K;i
z2EFqz2_HK`2x_@Xc=eN=bmp8{!g>48wDGB2a^PY%ofD8lOP@E;iEsNACgy|`&hK@O
zeBLFStZcuXnh!4(eE!wj8MAN^9X+)@DH;A1jXi#pF14H`*II8Bb{k)#%O1Z$_cRYO
zeUuSMzdw}kY#Z8^EKaRW8ZR47H<b1u+XlYnoU<^V1k8vL>~rfCM#OZbr3EwSj!+Zf
z*GBS99le|z&gAiR_NP0?@3}yp?%dM!^7JLda-*1BA9h68S1?!zXz~W#+N7>&%ie?Z
zz`iBq(E}Su_H=*Y>`Sw$J$JZc%V!-)t*4HXlgTFG%XzIygZ|mhsde5Z+dF?FoLy+9
z`oA7^Mm0S{b{`FKOgW;bzR_#xrnbYJ@s}SLik~|~LVj*ZqbD?S`VA}+#-FN1@;_Wd
ze`%IaKYf1$Es1MEqkCSUr=8K{$?+XXtzth?lKm4Ow!_GWd}HMOmKz=RrAEiTJx2b-
zETdyr!|wcwHActMT}FQ0P9s0)@(7afL!oo%#RPhAie0E1xQ|@5yeRD2ypU{vXoTQ%
ztSvdezo}_b=x_A&xd#iEue?Mv*EBboZ9%5Jr5(uPwM`1wG_GxWxc3p~n@x5L->&c>
zqu%io`ZV26@+|X6{NFOE`NT@nce9CX3Fb-B<Q9bi(|@FgKUhUp1g;=iSF*{WI%gft
zOF{}QvjpdNn=et{hHufLqKzaq=py-GR~kJt>~;FkHV2ur?QNPW>Rri>7sBcuqA}A3
z@xFD|JJbKX(|PoCL$W$+yi<3~M11yNA&&e>!UN4_lERmAY1?)`(m7vjp?ed4BZ1f6
zq??ob({J>TIlpYYkv!kuM;Myf%QX6<C3MjhoAZ@xyPVzMw3GNb2g$_izNVOFCrMWN
zCGu6uaoYCBu4G-0CL}jF-MOH_YVvI2Ho@;xBmZE4k<Yvl&Y%8!INyHy<NSZl8u|Dm
zMt=TsBR_1<E2aU(&CN-9ubJMN`H8uE?_g8n#X?i@nj$jtKPODBc6KpMK9z5JeWuQ|
zyEbRO)~2uN)pK3Vqh>#2dN1dw`TmOF+GsTdZXbbLe^;_!*7zP2{+`72_J2nf8(1%4
z<G|JB99OO;WYpf<P_92JT5p>lW23>}oi$->S|6$o0k!pZF|1#)CwF?ieXBpSg%Pe3
z(U0*lwvxVm{|;)y#uS4~PZ(m&S|{d&A@bf+^w-WEz4Pza(p&AybDltZ!u0m-C>dVm
zV0K%EcTQQh2ISP{3FZD%Me{^rH#QiwyBaVwtqWC%fZ9C4b@l8-RnHUX$7q*I`u6>M
zA^5jh+HQ2aYSuilKHRNqUb2WwjN(3d5xuX9Dw-z{H%xEej*h}Bd<F%+ISRUZNwx17
z>=CSAcIY0PCpgvb7^-&^TI<z~fO4Kd{|N;<!v0}U9fAdaFvaKQ%J&D#z60|9+`NIo
z1ke1;TzFkB{C9XUANLh*?G`@y^W>=c&sKOp!4Be@|9Il2QJx5>`A;I)5lY`J|53hI
zQ{Dc<nb?T!FmTO(&;qp78v<(nQ=oYN>u&jv@_n=F_MfYL7)o{kOY<LZR-=_60&4zK
z(i<gMdZ+zIZJ(-W7;7&P>=^qO3mwoyTHlKO^8Wq))fC3JvqXG{$h(|jvZow~-;&_(
z%>tO8iU6Og@^{UTZ@DE}fg1woCoxcl>#+6x-Gs#Ko%Un&i?qJ1om^;7^9xVhHL7|L
zQ1gqTNYDP<Ex*Vaz}hK*_NvM+)aJX`!K^=a7``^I01#T@6#+H>(SseK(%tf(q9<4j
zC4*R6-To8#B<qJA2F(0N{hXhY5lkNEV@7Fz?-vA={$qfFM@D-h;O(3TNdo;!v7PRz
zTn>fj)!?}^%5!;?=i(^Oo58A;=j*7Q%Oj4%>$yH^<5N3#2iwhp44#i;OHH#RTQjZ6
zmWiqH;$QY%T!ss$G*rCHDSrQm_r(tDLcCwfbs|3ZD1x_;P)_-~ITreTRUxPR9f7#y
zLwv;gl=1Q|!|;cz$Mu8$FRZFi@Cz}{!#R20pW{^Y{UbiL!PFpC4?$RZK-=1lmLB}e
zpWgt#jY!Mqy8zu*!IyaMd`Z{6J}K{BpFzQItl&#$61nS3XAZgRhbZ{cnL+M+=}aJZ
zed){}cRu@+4v`R<ZWo)sd{m$Bnq!!7B<O4!!!l6pR+E;!7ZG4_PCA{DUFJS4b;TRS
ze%-x@!JQb>t?!?N%GKiguZX8wdi(FAT!Z&f-~)ZvU~mR;6;x@4*_ECvfmYX#FTZ()
z7RTj1Q@$M9Y3HZQmn#5v+PL!Nih!M)SiT&xb1db{<p8@Nu6(&jU~hV^e7WkgtI`^2
zSJj8duNoersg`}8&9!HiTeIR$_1TA?hKGlJ=xZb%%JsS)!f)wl$UuVgG_LDBx&J$*
zwqL7HXLZ?Cs;oYH4ycj$uln$)ui+uuXj%LZs*!l$@6J;2r>zrI91DsgAT4;de7O){
z=Zq|0ZWFNW>{x77;bP$AC#j0aj4WX1#g;FZhwOOFcu!-XxM-AjK9*LWpM}&&yFy%)
zNAtQJ?JJA89VIN&GM^n4?8eWOjv6lGmysOPmybGj<I6`G%QW!iv!A5`cGR(p1bue)
zw2NOxBHyJT>&quk%hdy)o&D_6FC$(1uxLk2>yQ7fK6`6XBkisF@Gxk2h~`{2&$ZL=
z@W3Nf!@~oQjv5{wcyz9jcxdmzh&M^QR1v`Eln0ZUNHOdORMq<^ntiI?8jT?$ptf(d
zev&6VcY5Cn{UR-uwUZ0&X@22}yGB(H0&0FyWb^FL-SUeZ*uO1+_NvM+)b^7Lrm}I{
zVffm-;%NsO<%xir|LAe!5ybDb|FC^pe=Zm5KLhU@V>`<C#R@<!NAZ4&^7mRX$mPR#
sUszue&?WHy<rRV45O|)Ca>{w`Ajqv(w5#-c5UcV8=V#^kswxis7kfL=Qvd(}

literal 29064
zcmeHP3sh9q8a@MR;{(Ecp`wlm;wztMD0B8qiAHKjN`{3Fpreqy98jsXGSn=*>GG9n
z-Ym3oQEI+2Uvu`LH_?0)X?jiTW?F_`N|z>=TY9<Yoc;gvI5LBgj-cnPHM94>|9`)}
z{r~%Q_Sy5IqlWr5YSW059<7$E#|6k<{Huf~e<}+>8u^Lf(SVx|ZlMqJXt)NP#0!M*
z07zfw%K{2OE^gG2Aspw!VfyGoG%m3L^QAyQ?{Mbnf&!|0Pa_aL<k48Ef{CDLJD|2Z
zBA7=bYHn3}wxS#3=YhOCxlIqd%7Hl76!cZ8*G)L1m?J0VspXoBzvQF|Q_L9?xz-wu
z97D1qR#dH=6cn424UGlK{3cv9q~kBAGsSF4$~H|mTe4F#GsKwHrB`1{9nzCbsR?%y
z(rY577s#b0y<oPOGLq8G*^;FD^u%&YPeb|N;mV<qeq)g*_YOcyb&<^yXeq9Q36|#p
z(c99Amc$-%qNOgNnG-F=ZQ?{rb#umxbpcw0Qj)yyA9wn!Yr~+)1BB3i;(>-H<FwGP
zLNMqo$H~Tqfq%gr9WydY!`0_{LmDMI=D|j+06MS}3tz+>E~}5L+zOy~^kd<&9*W*V
zNy)?q(<^{_7X`8KJmzq{domBo#RHuS1xo?B%l2`L1q60yZUpoXAm(+)T{}m#V@1h>
z61kI$)w#-nIQRJAkt1YG08qq7wmVTM$DEO!X_=IkIfKOjc*GWEPv4&5JtYWXIA``P
z(peVsq@)QsnHEz{s@V6KVq%!Q+&_q3+3qE|iIYs`>6vNMa>V}5l$?~E%K9lxU+xb;
zZs>4_0IDsPGc`RcGuv!R&$h69KrL8*BnHLAnB<m5y_fqXDP4;>%aS?4oSmJTG1&w~
z7A3JC#C&p1X_=FAp+6Gi0bE>aMvi&1B}p#*WJ~HqsgIN%#8HeQKUfccpeKsBnoWIr
zC8s834-)h9gK$ij@%#1?$Ab)W+MwPT4_)MA{0FOy-^U&w)5UVg@$I>D;yA}1m-Owi
zq2CroI)Yr)xb;d(%SuTyO^=YOBtO{BI-uReOE%}QXw5<Hmh#EzXV0ev#JiPzq-faw
zx0a8iKCS*tK4P@MKU1FxS@!z0{uB8~(V*Mos;NJ;&!FCIA^i^EdTbZ5RM4H?V*5MV
z1-hr|%Ej7WjMo0v>dopgc~EaGKf0dkA&T3}QBAwc<;l*FVz3A0gFWNL%H<pp<O{H)
z0$O!c1XKi61XKi61XKi61XKi61nvd`Y~P)8yYGHC%B1F5dl10=Z+wAM3L7(yeQQ5?
zpLvEkb#h9MW23pL&H&rMMlQTD7hVY)L>ky<zPX0DL*dF%_0ts(m2ySE-M;o2+^_&~
z4Y;wc(Q8bhT`2dPRlBG$q-w<5h=4o0sKAXf$m>qo#SYl`I|=!D%P!oVH&_Jkm-3+A
zY+TW}o%d|gGeO+Hg=ngCpCF*LA05;?0`v%Bkl&+-1bZLT2i(5)_dgLRc#AHME6Vqx
zcy4CX(=4F__Vl9dzT4q(XFqviEcHCdq&oX4c$Nv``!<NCI`;_z?(8SGvnv2qzprt;
zKdq_#=mxNSjF5o$#vhGr`#5f(JqHeA<%xiC1yMkLL<kFs2Yk@pbH}jo6db6<^Fp`t
zQP)?u6U}=sEu|e}e{SsNT31xh+r7Txy0Cn7ke|2gShWk+_EjlY1l-w0yyBeLow5t%
zxioLtg}d`*m*Jp99>Ap9kE_0@lq&-6>}Lh&5lY`F`%#|%yxaDZ+n?1q4=S$O4{Ctw
zR)v5&`#A~cqcP6ywjVstjq|(%iu2OS`5La@0$_cE<x#G83ZTFhU<W9tT*u-3vk2Zp
zp`7yl6iger62<v&<-R21<ZTz%eads~ce@`df%Rt|0HXFo-qwt|m7lwQC=m@Gs)Kfl
z{l@L8WiBM7Jcp0z<GFo2|L<<UNer*@dj)sjCrIJW-y<l$Kgh|<GNqZPo6}6`nG?l-
z_I^CuzAs#e1+1kmvwQdNN3;f3aO{t3X*JYh-5~^&cCUkc;uZUw`27kN1HV_n{y@=9
zpqN{i%|Cqc6GJW*-b-M5%6--VNGb6N=0Ul9pbLky@Ia8uAL%N$3FwliK;Ry6q;K+M
zEC3J<Ox!d+EC9dr!taWdw68efk|dkzI>0wpI<A$LYxOeVQ(tT$iSOgX64b&3%~um^
zWFpveLj+DqW4L!*rdK{VjpSmZJ?D%4UIp)2?tbHT7!_!n`*JxAZS{q4{>jhCh=f^m
zLu?6uedk90#|2BsC;o3mMr@ozn*6&vO<j7KF4OGh6IQL`KW#jV8dg7Q`#z!(2@C2@
zM>mTkJxmkH>B5ib@K^uKZ-0IfUGqmbvSowb_G`&9(x}ZV<oJkaI;S|)P%&eTKI&`E
zI_v49yZ63W9%&vJY_)9dq>nolrZ0W*=Ruc3$M4Qh4YvAcbk<)F4Yh8JXl;FaONc(l
z7OJ1VKU6<z;97p#B0>X;t#piODtWo<USUV~ZNj9hSNRtbj|vU^4++~s7SXYl=jhf2
z5mfise6r`4C1n2D(?UVxd1Ow=dh+_xo^;x*#k4$k9-Y0cq4h;=u%YO?g(R{33N<8u
z&L5%s_+A%2A^ndA+Me1HO?H0SjT{T|p$$KpOP6dc5~iH^fS=vtJpbm$A$-QQ2DG%j
zpMKxo0y?wbJi0eZ#}|KZ79z_IlhBxt$<;$Q=&7Xlg`ltE$k`uyk@nw}lHc~fMqeAZ
zitL;*cK6O@H|Uio76_NlS%vgVQ)#<%>v(O#SQ6b&Ag`R-A`C0~pVe=*K)4H$WbHIx
zx^m89l7H+Jc__D-g#R&%3>udtJRdiNw)=1<UA=249~}7x_37b5iYLX=l+97XDBDVY
zfo3~d`D$Nl#bJ$s;{*6D4+w&9(}!%jpFZcqe<<gd9IK>zw42DO8!=?s<`SVerPR8(
z`Ff%`U(YtXhY#QXxYic>Z7E%xzLS3^u2S&TEufE=S?Dh-Um^j^{OF-+ZEfRMrSg`x
zOZj>KC?oyL^mPBZ-Lz<Ajy0~NQfSfsC*D@}4lSzx9`)<plw>`YPoky-k;9!|;>!cx
zAUB>nL3`}k$$#3ijEphPCj~2Yh6`^L&=bol^|LN6r#B)uldhMZCG(D4prJc*=r_wN
zc5RO@p-n658{SX;iYCYT3&$FCu>H&z@(&CfOs1a<CNmN)lKI8&kr#g7L&h}A6Dq!4
zNF&B=6I!4Ch930uCq5TDlhiR4{MZHuh3tg$R-d7r^+Q8K^nY&{W-WcUlfI}d#M)Za
zxgVl6`bmdFtmS8CMlSs*O#k{7qv45H-zRB{){u3{R{Fv55JUZDYia!G&3ub>$B1S1
zBSQJwa$))P{&Zo;8DT`%u_Um0IEg$PZk<im@k7JbQ&aIZVQi0I>E3<^$l24+^Y2B5
zk;?Rz!pldR+9DE`k_ThMY=5-rE4<snMDiz0v$iV=w;6)Z35$H*(VP7T(4s4Ek$?T%
zjQ;*(IT@FFP=B@kyJX=1d}-0JBXsN8Rpg7g!SvG;mR*mKx%9a8JkhsZK}T#kN^^QX
zVo37wv+Yhxp#8rJHVoWw(faI5I)2Y2qaoq@h4jW^U&Hdj8uE7gZG2F8W81!&L-+w-
z{z4WHc$nY#)HQ3#)&e?r>Sb~ws-B@)pXcb+_{~D%@Bw_Qqq(F(N+(0hMrY{6L*-;y
z)aA&p{~2KTy8CdlcT00RE0d?$2V2<uJ8cv`T;5sl^Li(1h$U3tOkc38qq(DgdwQt;
znJ+r)_wMhkZ}spJ!@e<HjY*^4G(5Pb*pSILGHk5mjDOp-oNR~*Game;rJ+xX*7(!R
z4Tf#Q&KkBXc+K$Z`u`ZNJ#945sPV@8tq)i0t0GWS1a6*JvY9oW`^Nbsx;39i9x$>p
zDi$1Eeoc#hN8(ARL8N&wt}k%kPr3f6ZoS?6Nme|Zcixf0s)^QG1l+B+55W2r3x2!T
z+c(>D7db0jC!!tW=j}?m=Js9hQC6pTTzWzkYu7q4HwKZf+C_WSji{P`zlPqdSFYm(
z>Jz#(*Q12N3}dFZ4!rXn-df;uH%=(`pQ;-t;zzT}px)Jjs;NcrA_DHliOY)pOK*=8
zXve6RO1kFu{R-H(QJQ8sJ+*6`D2Q_^S`}WzC3;j9%=<W~x^V(=L$~I7^jQ>xS*Jid
zUqRnpvI$oR_d8bo-L2dEBH_DRyw40>`MxgzPr3t4z8?%|>D`I^{sd@gZs#m7$vX3;
zJItK<vfqAFn#go|#B&ZB=`J{pc=MTbPo?tv;p*yv?{&}(mePiDb`-tR4{4p~m3~M|
zcTCBjrGdQU*NH#mOLu8G^QF78oYM;uX`T2(dFfL(XTEgDrB3`IU%CU$nJ?XOrW1e2
zm+mfe=1X^z>BJxMr8~!*`O-{DC;pJn?g~RBB!=U0H?PpfGnp>%oerB<xW9k5B7w<A
zL(*B3nFo@AP}R9t5x{vxqK4HFZ(%)<dS`3Q-pfh1?6T*~Gt7lza7sPCv!$uKsaH3S
zBA)2hd>s7|#!;zvcYgAniM#G+dZpz`p(H7po{Q84*s&(ha;T@J&v}+B1a_Axp5+bz
zJ38I7Tney_6Ftl213Ph&XSrx#XC---^PXOn)(O4x9v)>X9-?YG&XrtN@o>T8Hx&;T
zJSyr09-e#K+Q;=?e|No3w4e9z;D#`5sHad09N`tgcZu{K9`))39ysr;fcD7E^4u^H
zz)no`EEfoD<9N?<JAfUL=2`9}u;Vj4%jE()*6dks1+aJEMAeOWJcQ>ZyAgn3@9CAc
zPUsb)rM!S#d6BvO;&g~0^BvcmbBsUTe(yQEnB7hy-+sY6<J(E(+b_&#d^-tz$Ho0J
z-$5eZ9)a=gB=8*<<;#2r$>I7H^$2nKtFHI-tx28GH}ByQpyDAauVbClT*bo$k3ba<
Q7d(PgJY4Y5)d@WQ4;SlD;{X5v

diff --git a/n3fit/src/n3fit/tests/regressions/weights_2.h5 b/n3fit/src/n3fit/tests/regressions/weights_2.h5
index e5a8adea8692c6ef3fab1d8947de89455ce607ca..ecaa78ee2cb6cd15f62a07599eca19fe5d77314f 100644
GIT binary patch
literal 31272
zcmeHP3tUuH8owi&qatE~Vq%Q17FWdwjQN;3Gx@|dQBjl3Wq1t_c?u(vRI-~TikX_a
zLS=4cQLaX$EkB((qtW^s^O2ToY_@1?8JWM0Ow%%#z4xB)8)hzZfi(qI@BRJYobP<!
zcOL)yec!p~+&gDw_{7OwJKx)x6E3xyYtQ+LS^QTASMX9+f;94DAftk`5Yp0iETiJ?
z;sjm*l>0*c8ZTB*1&VVbCr#owFAnR+6x5s*1Y^N0mdOJ;1~SKxucWsX0^yS$oGA<_
z2JEF4Mz?ha%cywE^<-!2$&6nB@^W&TsqS(h&UFWSmD;s8r&hJ+g;bn3=f_)jTI^%y
zY*R*Tx;aNw?ZtOS@Fd}nby+Qzt5l5g7AcO`W|vsXM8q;dj{~|3pS{b47MxXR8~Gji
zte*=lsEO_c`ki=Mr~~DNw(fSJ1y{Ytg%)(heu2KwmKY#_?!eQcKLaiF&6_ideNyp_
z`0;;nvGJ+qj08>=2VO_GT<h)1)81S-)Z-)8lWNY6%`xSgvvX21GkAVe^$C5$ary{(
zxPM~S<)54#g!f`XXF!(4C6#Pk+84+KF}{JClH4H(U|foV@oFHA5uDQHN-$^Sm`$M^
zOT!@5LTuo;(Jr#h$*Oow!H?1IFir*E%e2G6E}N=r%7hsYiLplvI2fxSUhv8h5jmzj
zQ%Z)#oFrBS(>jYEd`VWeIWacgl9_F?r0}uN6cNE%gz25d6+tc`(PYleOj~T>{n!*2
zo0G!gq!`C|KE^>oZt}Ex0nwj%K6^mnxRms)OdiPeoNU&P7#I00;$TS(F_|*6_^846
zDaT|ANithfEar5)9oSw(glV`?1B5UZKY5xTPgZtjyg4T)B_qkih9<}fF;uv4Ts$r!
zjs3!Y<eAbklk)2E16Vl`LB3PM=##Qj5^%gC_Iypeig*bzP`I#O3vV}>*@<bHOISIJ
zX&i^Rj0_nQA`GM(V{^y{I~x|45}PxY7r=gC%J|x0e0<F?r;Q!n-J`zNsV~kKyo|ek
zm{VVzKX|@-`=L&Kaeiu`AL`WihxUUY^>iPG#inH?$C`3S^8@Mua`!bRA7{3JIM=iJ
z^;<&u`q7@6u3r@AVA|lC(SM83e{fT-8TAX|T<_-hKR%0BK=*IDeo>t3(;Pejf1y8E
zFY0-`Ukrai+=)vw@W~bM*EFX;tbRe9>)RZ8*8e0yz8}ap-G5P>>ksmc_FwEzPKKZ{
z0OU20dc=qIhbe$u9y&hIN}?d3AfO<iAfO<iAfO<iAfO;{GZB~_F=L{z7l!NLtFS=E
zb*TmxnnqYa`$FUUv@C;iH9)IJvvOQNabw)&f`JYn$I63Q!Wnh$a>+m!5)f$P3GTm0
z@$%+MVL!7gzsC^3EitDgC0pt@ie>jRVV@ZH6)+X?hnpp=sm1j+(83zrl`pK>UHQTu
zfh%9gyYkr{fGELp+^?qgK?7i6gm&bvtx&f+0&@GH$+!^#0N{QT;(_~97)Ky{AiK$w
z#V;>s{HlOBh4o4IL(#gk2C=G9ZZpsogIPJoug$~U<@N!6W<--+`@a%U@jHql766Ef
zW06_ajuqg(FYYr+X)ivu36kA4L1Mh)I1SfR&GlRcD0JZOkic)(j#a3J9X2mjjE0Hi
zfg~nU8p~TIWp>rhxepk_;E-(`<DMEf#$+Y$EJm(n6Y=}nNFE=&#dfk&0rlH$AbG_X
z$ajnCtU)1r$kRRc(CHU4X;GIswoatlcIC81U$ofAzU){eUGw+$hF!BiC2Rceratoq
z+TVL@yzSzgrDU;JJA38Pw@BoV_t5Wl=99X?8%R;_BAR#ce#5gz63Fo#4tjr{*1G;L
zTI+`uTHO<oqjc2=!mR3TTI+^lt*-RER(Hv&wFW<@wRYYdX4QPfmvtPad+r6T_2c)o
z)?p(eZOQX5lbVVk61R5>`Qz80(!}XDvNxh9-9FpP@PMzc;hU?U>kE&sBG=BA*~WJJ
z1Nq{ID!PB4Ri9Y9g>H|1ncTnfH@eUV-X#9dmgxVpz)W`)uci}wjidi?RM~uHttHpi
z9Hwt)ziT_Zell4R-_<bm>3I6i8|Ajp2fw66K`ZF$?rM8w&g=RMz27503}3B}KfTVT
z+j^AjIN;Ftopp|G>Nrq0eLxXe5_*c9O^eoFKGo44l-9{!6Ley4#?tGwm^y4>V^))o
zcG<|n{V(Z%?DG_v@KO{x?^8!FUD#-&{y&k+(LKqTRh9bACl}CmniaI?i{-YcFE<lw
z|H)+iZ%b^a_axFo7wxvfWoKyT_sfXil|^)$Zvr`+<Y%v4zJ+#IarQpPBgyf@btI*B
z1u03HLZ+7VvUb#5C3pXH%+_ILCMmvf$o69Nc>Se&eeBO(-bjXA->ox$($%ni_%vb-
zw9qA4ws8Y@aE1}Hu9E(PO2^LnaT~psY9rSlexI)I{TW>mxPu(|@*BGD+;UplK9=0~
z<Q8(G%N61~xy<&`&;;^9K!37z{y%Ny8^0nd@4octlxbw_&_KE~^B}DY3^bUIR+3k9
z>-41+i)qQ+STgrtt4P)AT1w|e(>L-{=s>&L{>k%|w*1;7q}#tY(fr+iB}<L5^p%c-
z$*ZeJlAJ^@+xlP=`Sb3DwzuCcrpv=Ok{uCmkVkj-ApKs+vmW@{HNDS;O%>mt_OYhr
zSCXFx6k5BTTt`pL*-7U(^67xn2}E_Jh-{lWS0A-UYn|=TT6a*bb&9{%dN50C-RUz*
zcXF{-*Cj7Z7c)ky8=)R$T^BXf{?3}~bm7=?vdzDzeQI$keP;S1eYO92vZ`zs?e*{}
zda>jQ>%7oGWb5WSQk}M!K3!8zpX}GmZWz<iU>tdl?*HNx?R4P9aWu5Ip`h|x{h&CG
z<R0EbN#PLtTl1IEaSI06`y9H9K3+XSAD2Fup6`0rHX-*oz4Y2^<aqZN#)VxwZp*Mo
z**-tk#s12YEE*RbK?4^&NwbC;XhzinvYmT|PVDp{NqA%x>2>rnjsBgL9P06lwZgR1
zS{;(EKlphc!<J7*?kzE2w9R}dlICAoseje+ynb$RF^OK>f%s2eMs(V8QZ!)#9cEub
zKUn5tU12WLm8_jguRN8nuMANemRXO|MPXO<sbh|i57WKu!MeT%O^}UFj6Y9f_Z%SW
z%YAA3b5ZnS_49OK!6Q_2@FU8FziGR)SF0O*PnhoE+R@h3b)nV?A8U1~)mmNPM_Qek
z|4ZDs&X7FR$N0ehKN)_e%MEvJ7-gWw*A4qGy-do#IB8ftI>7M#JdN?(_ixi9d9#dp
znNf!IU-dJ7dyE+7ex^0vSrJ?rt%AUfBhc`<l08}DcTo5|iRq0$M^<TAFJa@r+2ulK
zt}SHbzT1$lKbl%^8;7#d;B#kN7@N|EmP0^py<G+CSM15nUT-(_XSOiHbt3vPzQ&f)
zH}2nlec70zaOnv{Y+LKZ!VpB>bBg{te28cMom$$^uH5Gdv?ok&+>X-VQx0ag^>`Q7
zXWKwdZk~|tKQ%Q^B!{xWpxw2Bp($NxK?LOH32vl&Ct7-*KtD#il+riu-y6Wcjly=L
z%hk5#iLx-4u6f8JE>V*E<U#a~Dr#z;K-@6BaXUHzpYUlU_!dg&)+ObB$51eu^{W87
z$L0x6_IC`eI|`-s)<!@&PoVz<gB@Z2FsRPNf?t{9dvodc1NFZH^8DVsyT$<T{ES>!
z7cQ(0KFr5`g@)b2H-GLNIse%Q-zOA+xZ*$VxG9u70&@P740eRlx5|H{-_^9X|8NF2
z;sO}B;y-8sO6my#IsYk@eE)T;{73q|S!?@G?RbV#0f43Wk0+~9$`AoL|EYNpC0Kg1
z{YP$}$}yX@mkf4{{fmJPs3G+=W4}EAe!n(@@e5eOe?#P1PP5ou4#XQI_`F#P^OFPc
zX(@kK{J6m_Q3_lTKtG9sGF*q1O>z<9vp3t1(J!(luy)o$dx~GU<E~JxgMgf0IKtig
zbF2KKa58JB6xwSkzmS{nVjg1sDS+WC^9lf=Bpwlv^B*<X5h~p(|8Y!ZE!0e7X>0pW
zcqHpb0SuV=kNi15HFKFf&c}>W{@*DGNc~3x0}r3!j)13g9s~*WE6H}cyK*BGo>znC
z&PdPYk)DeqJ#Pl9mY%O8cP<Y<4v**h$c<0#+#PH;4>EW@jwLh8lxEH~r<u|-6Zrq^
zcX2sRoU%~y7N_|8N4zfuur9>=C0!@tdk+VEg@kg_=jIsbcdbND`W%6{Y=!uU^-1I9
zEr#J&SC8ul^>kKMF!%)@=i!_@&+l=X`u!umwZT*)R1ZN|ctIQFLJKec#h>2*zb{XV
z=eq#iPr?^?u6#k)wLT&5TAxP3_m}X6Gl^XFg)@g-^#de);mjaczHlaxtG;mNk1L=3
zln#;LnJyQbzuL*Z-!(=t;c(EYh+`QjcBx6p-i`>cI47LW$S&h}mOA5&WWVlq#NcL(
zsp0o0!D6-e{VU=rm)`jID3{=Sl=hNg;0z)uZXuG{m71%8_R1DE-Y`Rp<2KK4Tn_DY
z_`JsDN`ak~*tnbn*lUv;mqT`;sd2eNV3)==E*B2$iUp0!wVqvFZIgD@dU*Vz;K7?}
z{qM86fy{E-R@`Yl`)IG=;btG|Hi?IHy{?Avdo>y|kl;Lx>pFMt|4zy6*Q&EwT?H~#
zww^tEx5@k0dU*IMc<?q_AOHQ@Bp&$Oc@_L=U#g5_LGfrvOCN1qE&$ktk2Ee<0qg>H
zEVit06>zqu$cl)JJYa8*X<TkIvJ)`lIgNs1$L~G!v9$I4ETB!=72+a2n%CuMUs1&6
zC}EKn`Ru4*7k;jA)Nnn&p5&Omc+{~AUp&fKq=7G<{VWu)qmG><=(Dq@o&0(d`A!8<
zUp#qQtRDF6>}RKbJ?Y$sMLS|zzy5#g*;`<nw71s7L!;oqn{)j<H$cI|4Ub?24>vr9
zD0sNxF}zLUp?n9!-z4RdMF8JZ9!p~)Rj?n>Qs1K}_9=U76b6rg+`d)WB6oOh_P!PR
zMOG$jXDzg+_=P*}3e`FY$oYlC;@+QI<rjspe_IOewUl4T?I)K$#>QO$!&l}NcRNrh
zcLe18M~xegAbzv`hwamL;MPL@XW)BdY)AUNSSiRAO1@8#KCe}Q+*bJA7uM$hx@HLz
jaDd!Qc%P4Q(s}L}$dyUjmHIu1wRnQ_vvhnd6^H%{YSh|{

literal 29064
zcmeHP3w%sR7rz^?Eum--sw~w?DUx_J$j)qw+7^+|GgY+-mZb7(5^2znRcXbeXg@06
zsa6}*qxxx;>|9^bMzuvtr9~fFih8zaG^*ddch1?zmEC9>E8*VXZ+GU*IrIA8bLMqt
zW}3PCqcy8HsxHWnUN2M@YAas+`wO0|XLtzG$d3k(4%{qobN#qSCsY+=ULb_mhV%`U
zct8%w4d~aShamU~m_E7?O^B|_eX$S_+<|+7P(X8UX#~tY9*&eN7!8WH32M73jC*vF
z<`$=C*{wL=2J)Wd*0*t&1971a=&M?<{RNYhqafv}7XqZ;@R$)}tcfFqhB}=RL$)Gb
zRK1cE6kAXXjRz@wf58mt)KbzJV@-)kwWM29Qsa^mrI;n9S4B=8(vwZeUnqd|{H62)
zh4`3p))Y%(OoBC4mh_ySRBrjXL-}{QN+_gXL*gl|1JH6^6te_cjw@q=<*6ol>$}jh
zSX~!dZUXLdq2;*#F0@=XSG;%=phqZW$=m+%q|b&%92y%Sg!U5!G`uoF5A7-hgU$+q
zVr&@r58VC{eY@*~Dnc-%vB$tY_!0|&4!oC#&*6@c9O5pQ4fLk=JY3O3$(t)Hne<?K
zIZ*Gdjd{3@J3??<?m@XIpfjLgu^@NO(Qom9z}DOigZ2T$eC~L9&tdoQqS&BBp5!78
z?s6b5^z7ERw}J@(iufpYCkdrl6H}8?M#U#R%VPjM(i`PZXxk2LWeA}==k_hp$tl)R
zF(cBFQY>k4QrlyRh~V-{`yhE0yO-rgj<Q(Olj6swN$s6wcuZ;>Z>KPQr9A+-M|(L1
zP;IfCaS6#usa8uuY6{N>)PlE1Qcy&MMbRMCd!=2H(@n7^rzDNArl!Uvj<!INB}r@t
zF`o=eeA4I)Xpf|LsDE*ZY1YvxF-qx2r^Jnv+erCA9Hl7AgY~Ed^hgO;t0kn}@VJ=N
zE)sw>Aso}?{Lpq%e~@U6?-Gph&_zDRzq8o*A&&T%E|x=y@5o({`Z@l%rSFIh?Y1P+
z4CIQ(tzArfa%_wxJxs2W^5A<m0PP{(aBCWm765YBl}}oGM?Uo+-u2`oN5l7jefc=+
z)8OyqBSj1RJM|fn?5Iz}zmbm|4Vpcng!;q#=@NW5q~8==ukS@F6*Q;U`Tm{n1)8Ul
z%EjNm6s^hi)tlF2beCW(Kf2!PA&EQ6QNnvy%9ENX$KVgjH}{SgFPCdXkk7$}3TVyI
z5YQ0N5YQ0N5YQ0N5YQ0N5V#o#@O5{=<GTCJD3g|F`9T2Jzwrakaafpfu3Ohs)|sER
z#*L0mb1pR3F;G|rHVGYS2p#@{1tJ}+GhbUnT%mC1X!_}nheo+0;Avg^dt9&paUHmk
z?$Jw4p<Srgn>D*AHKba^GDN_WT@>O%8RT`N>|zrv{1rfczOoBX`wiy6_az(DoA)a^
zkK>;8;am{cZy}oI+$IR9?Z*K14g)<x7?kfQ62ZU6gn%3B`2G`yg4gL{zoPywiu-2P
z59A5uJJK^dd}ZPBWIwi+JarpnQj-1T4B>+Ky$zyi&TWE#C;Q2`-yMMBzt=dwpO)5s
z44rsBCP=_{{f|zuee5^To&&q^@`ORZf+!$AtOXB=0({WkGY0YSSnQ~!{X%8=X!EPG
zMDx~5OKr#4o|{^^*A>;Xtmjuk5YNW|`T5F@HM?+szZ&I^fG4|%QtcDFQFfu;m*y+G
z@U*||9Bh=Z0Zf|xxa*5Xxg+4oezHN2Q2IvMk9z;-&9<M6j=aV;sJLc7r~#T=90H!~
zrvUaxW1O<KAKcH4<Gg&;erff14d-vQVSa<<QO|dBpumM-2PmhW$Km*MD}0ASIraA`
z7&Z!fRQto#>yn6*uU(w?srR+t>~?4m%s*`ah}I7IS~DtEexBN)Xf%AN4%#WU8)a3?
z3`j`54<FOVefzlo-_v@N6khCk1yAP_<Z##X2<r0(X-UbJcx$>f-ja|sQu^oL$5S2a
z!ns($a_Vxs_xycCPkF(yJuau!(28|~5K!B_0rH7bt#9J_6)XmxSHbo`)l8t6N0*O3
zD&Y}BArihzV0!9x*4mI#^kdwEa#=v<_Tu4zAeYtGU2Z+ld;SFiw}>O3$y2ZZKy)y0
z)A{iLJm-byiqv!^X}~2*)-g1NGgbznfnI1Z3Gk^Ry&;+J=f@M&!vL+4F4DwBu;qpb
zf||x~-?&__{BRg4M4G+li|t;a(YxI3#@#)3sW_+OP;vS0KgsmKne4K7DsTJmJBYq(
z2;H~$Rl9ATA3aj<ZgIth*Tsz;9~5V;UO`q}N}xL;hOsq2uM{78V~H{CDLwmU;{fu(
z)FM)E#__IozM4!!W{wq4KmHv3sQ((Vck@AH$%xsc^S7&suz5YbdjCrD&bFSS&?h$U
z>5G{x;LDT7srN0UU;MVj?*H1O<c*LIjLSFY8q<0&5i9)~L`<)*C9e#8jSSp5jrRIE
zfF?JX&)(`)z@~jWk!1c-M4DC2VS^W^GRwG{Y}K(`HtOkvEa-HKIPiB9%WFH7J*F!l
z)BE|+fZ*}0N#Z$j&XQ|9eV_@;Z<oW0ijL&X&8i|6o(ZQ(o0?J4U=Y{sizm}+KF=;M
zc#l*YR>(s2i;1De5V1<Do#aDP2zz7ODi(3a1akQNcU@-+O{u>6r)+bR{l*3Trm!wS
z18B~b9#mh?YBbFMIPaw^4e7TBT8R-XmJS><nN@#c9?95Sm4;5dO7lj%U_ANpSmWXD
z6WQng4q$~R*XJ!7{2klX<4}0=g_&f^g54ydXQ<d>?<>SGXFmON#cbAX#tgQy#szZv
za3Y=lz*}T_&nEOp;4)J5TzyledG$qe=Bci)ymi(1a*uYT{frb=FfN@POYLjV8nu$l
z`e~hgXV1<oyC{#$2o0uVTV#sc=GM1wtF(wb7*N$%ZTvH&+nGD*#^0VN6GEGtrdQh%
zzV>Vz@yUnop!>$Z%{oUm5l{Tl%^vr`I<|TJUbgzjV=OTJEc@RM9c{C}uGlT@sD02q
zi^!I(vq;vGLh@8dh}gK(XW>)6tIN*6w}1wIzJ}cS+ETXo>ScSU&H*%i%N+Z!tNT++
zo&EMn&3CY@Rnv`^ho7f;)$7xaLxSj#4pZ2Fqbif$AFpGRY>nxOyxm()Wq!$a{+!4P
zHfPbct6H<xw)UnC;giHAe;ULmVk+C09ea~(uarl>D(XY0AD>Ora_gAhvD)a`uOG6{
z7*<c5x@#0!xV5R+W7lwcbp9Z=cS{FyG&I-#X2Z|v<h6D4GKXE<{MU{jjs6ps86V%(
z-9GNpW8wSa9${BkZVw;$qR#lmu=m*4jpFHlhK?iR>{nUb<WJbqgh-OFKf=t7TGM^{
zYNSf%swDlcc;ncyhw>V4e3#K~5v)z!t)y^8M_RwuZgOUG1Pg4I#WGJUX0aE~7!S?e
zP4@bQlUFyqL^>^5AZ}QAh156{A|}1PfF;>FlIiz8Kp$yG#7{#$C1-=)WzFt+!hT4%
zo5V(*W!0zHXszYz*jKtw$gufK$!E{qD{c?3Ltp6Ig&kO1O`H^Z-hT4U^<+Zy8unZB
zbaMK1Lpm<|FkAX(u6@vsTBOFTt;Uz_jm3-i^`lQsHj)pQeL-R`E+V_L`w(-x4&sYh
zMWn+Hv+<?vvy3%9tVN$a@h&?!xFwyK(~=e%vf205P8rFzGt4|@73n^HDK+=o&K4c%
zM9r5b+7GTtAZs69XxIPrHJj--oh{gAGiGOOU|m}FB5hxvW^b{{-<}_)XKCNe%bRoQ
zYS+2XpC-KrY-U4t&ZPUtKWLi#%QJM!AA4y1Sw=eb{e$$Io`Xp(^BOv2_9N7^rlILr
z^7}Ncb6wNcm>1~}2Y#TFK1wD39vo`A-P&-iz8V6hMc~?TB_CPizHb~)qFefLWWI@)
zQ8nQZvPxU@8xl|64I+<&ISTSQdp;vk&p%3<ZwL3`#lvyu4JoXaXt_ne(|kK0=C4@r
zvYu~WYtKPSRya>YJI3SfYP$6HUHM^Nrzo6yLKVx`JTW5zkuTmwdo}bfo`1WBUaME`
z{RHY0x~12nq1`yfTyLFtXF0v)z~`x-P_I9g)K5h9=aoUdD+g86ir_;8JoOXjRO^?%
z?kCWWQ7_eW>Fqlc?As&{vs|9?)lcLMa4A|bUc|-RuNdZS98^+2fw-YtdOh0Sox^NU
zp`E3oZ!YOC<ih=q#h<(NcwZ!(yT$v=&{gjH0`TNJz?A#JfR<+}%4`K_d2Ht@FUz{}
z<vYw=`HCOrI}*$7k@h+0<h$T>(#>b`J(cS7!zI;&&!U|7ur-%chjKQPyz&oegXEQe
zNXvIjDaX=4UiKTLAM)k9v|Rb}U0JT_HI`_D^h0_1sGBQazT?s${g5x;f#%AW?>I9^
zKjh1Im$~xgyU7gF5Bc()W3GI8q-2nO$me&3AtExv`FI*v=%cty5S-KD;|kCB?-mZ_
z@@7anc{KMxG7zdcw<-cSu87w08saUi`EfV4#{9dSe9JC>z8}n8D2AZc;~QI=iko^#
z{V3vzZt45cpP(O=TX)wd%ayq4ey&$~;W(5eHpzRDf`A=q@h*pYdi+W6a=E|`8sl9q
zAK2yu?{cxgHjVTymj&$TQQqauz)p_wF6TSFI$k04%6E92((sT})48wYoQ8)R9v3t`
z-0&!@5O{cRZOb3mckSJk3i1AYhlkLEYeQv~QeY3S3cg9C@9?NxA@IO)XCb_gjAZXG
zCJflo(ca|(fo&S*U2YSw!{WWm6#zRb(Yss*up_PB<+6dj2?wek#G@eGHr#^%1p7{}
z^c6y{5H0lu<m!ve9T%rV1cmRs=3L<XbjQ8t{9<+oiG0Te@0{--k?*)LpYt6g@SPX;
zD|{!3d`AS%caXq$UX-u!ouq*CSJWfK<)6B~(>MPLp>Mv!qqc^Jq`b~~PJo7o8y<lg
R9&UIv*6?t{!%!jc_&-X8Ul{-Z