]q(}q(Xoffsetq]q(cnumpy.core.multiarray scalar qcnumpy dtype qXf8qqRq(KXq?Rq@eqAhhhC":?qBqCRqDhG@o};WxhMbu}qE(h]qF(hhCqGqHRqIKhhC-?qJqKRqLe]qM(hhCqNqORqPKhhC-qQqRRqSeqThhhCI'3?qUqVRqWhG@qT/hMbu}qX(h]qY(hhCqZq[Rq\KhhCr?Rr@KhhC-@rArBRrCe]rD(hhC?rrRrhG@sh~uhMbu}r(h]r(hhCKhhC!oDr?r@RrAerBhhhCK ^?rCrDRrEhG@\t}hMXu}rF(h]rG(hhC-?rHrIRrJKhhCrKrLRrMe]rN(hhC-rOrPRrQKhhCrRrSRrTerUhhhCU?rVrWRrXhG@X.aa$hMbu}rY(h]rZ(hhC-?r[r\Rr]KhhCXjю?rrRrhG@>L6/hMbu}r(h]r(hhC(hhCI+1hM^u}r(h]r(hhC$IHhMbu}r(h]r(hhC%&@rrRrKhhC-?rrRre]r(hhC%&rrRrKhhC-rrRr er hhhC}oX?r r Rr hG@)BhMbu}r(h]r(hhC%&@rrRrKhhCRr?KhhC-r@rARrBerChhhCI9R8?rDrERrFhG@~JhMbu}rG(h]rH(hhC%&@rIrJRrKKhhC4N @rLrMRrNe]rO(hhC%&rPrQRrRKhhC4N rSrTRrUerVhhhC?rWrXRrYhG@(ڍPhMbu}rZ(h]r[(hhC%&@r\r]Rr^KhhC

?r(r)Rr*hG@G|hMbu}r+(h]r,(hhC-@r-r.Rr/KhhC!oD@r0r1Rr2e]r3(hhC-r4r5Rr6KhhC!oDr7r8Rr9er:hhhCv C?r;r<Rr=hG@#x}hMbu}r>(h]r?(hhC4N @r@rARrBKhhCrCrDRrEe]rF(hhC4N rGrHRrIKhhCrJrKRrLerMhhhCnu9?rNrORrPhG@I]hMbu}rQ(h]rR(hhC4N @rSrTRrUKhhChM^u}r(h]r(hhC4N @rrRrKhhCr?Rr@KhhC-rArBRrCerDhhhC2?rErFRrGhG@bhMbu}rH(h]rI(hhC

hG@.shMbu}r?(h]r@(hhC!oD@rArBRrCKhhC4N @rDrERrFe]rG(hhC!oDrHrIRrJKhhC4N rKrLRrMerNhhhC ?rOrPRrQhG@jGhM^u}rR(h]rS(hhC!oD@rTrURrVKhhC

hMbu}r6(h]r7(hhC@)@r8r9Rr:KhhCr;r<Rr=e]r>(hhC@)r?r@RrAKhhCrBrCRrDerEhhhC.Y?rFrGRrHhG@#hMbu}rI(h]rJ(hhC@)@rKrLRrMKhhC Rr? hG@"_x'xhMbu}r@ (h]rA (hhC-@rB rC RrD KhhC?r r Rr hG@T۟KhMXu}r (h]r (hhC0K@r r Rr KhhC e]r? (hhC0Kr@ rA RrB KhhC4N rC rD RrE erF hhhC v V?rG rH RrI hG@eƄe+hMXu}rJ (h]rK (hhC0K@rL rM RrN KhhC

hMbu}r] (h]r^ (hhC0K@r_ r` Rra KhhC!oD@rb rc Rrd e]re (hhC0Krf rg Rrh KhhC!oDri rj Rrk erl hhhC?rm rn Rro hG@tFhM^u}rp (h]rq (hhC4N@rr rs Rrt KhhCru rv Rrw e]rx (hhC4Nry rz Rr{ KhhCr| r} Rr~ er hhhC<,A%?r r Rr hG@Ifo`PhMbu}r (h]r (hhC4N@r r Rr KhhC r? Rr@ hG@chMbu}rA (h]rB (hhC@8@rC rD RrE KhhC Rr? e]r@ (hhC hhhCH; c?r? r@ RrA hG@݄hMbu}rB (h]rC (hhC?'@rD rE RrF KhhC

r?Rr@e]rA(hhC+!rBrCRrDKhhCer?hhhC]?r@rARrBhG@8vLhMbu}rC(h]rD(hhC%&"@rErFRrGKhhC%&@rHrIRrJe]rK(hhC%&"rLrMRrNKhhC%&rOrPRrQerRhhhC:"?rSrTRrUhG@$ ^ZhMRu}rV(h]rW(hhC%&"@rXrYRrZKhhC-@r[r\Rr]e]r^(hhC%&"r_r`RraKhhC-rbrcRrderehhhC*>?rfrgRrhhG@$<q>GhMbu}ri(h]rj(hhC%&"@rkrlRrmKhhC4N @rnroRrpe]rq(hhC%&"rrrsRrtKhhC4N rurvRrwerxhhhC9GS ?ryrzRr{hG@\+hMbu}r|(h]r}(hhC%&"@r~rRrKhhC

?rrRrhG@hMbu}r(h]r(hhC`"@rrRrKhhC%&@rrRre]r (hhC`"r r Rr KhhC%&r rRrerhhhCQ1:?rrRrhG@n Q{8hMbu}r(h]r(hhC`"@rrRrKhhC-@rrRre]r(hhC`"rrRrKhhC-r r!Rr"er#hhhC.A?r$r%Rr&hG@ц~hMbu}r'(h]r((hhC`"@r)r*Rr+KhhC4N @r,r-Rr.e]r/(hhC`"r0r1Rr2KhhC4N r3r4Rr5er6hhhC3?r7r8Rr9hG@qEHD"hMbu}r:(h]r;(hhC`"@r<r=Rr>KhhC

=l؉?rrRrhG@lǙ1zhMbu}r(h]r(hhC@)#@rrRrKhhC?rrRrhG@ﴬwhMbu}r(h]r(hhC@)#@rrRrKhhC

Rr?er@hhhC_G?rArBRrChG@)ϛ9R hMbu}rD(h]rE(hhC 8$@rFrGRrHKhhC3?rrRrhG@lοhMbu}r(h]r(hhC-%@rrRrKhhCRr?KhhC%&@r@rARrBe]rC(hhC-%rDrERrFKhhC%&rGrHRrIerJhhhC i?rKrLRrMhG@GCXhMbu}rN(h]rO(hhC-%@rPrQRrRKhhC-@rSrTRrUe]rV(hhC-%rWrXRrYKhhC-rZr[Rr\er]hhhCr?Rr@erAhhhCri?rBrCRrDhG@)hMXu}rE(h]rF(hhC&@rGrHRrIKhhC!oD@rJrKRrLe]rM(hhC&rNrORrPKhhC!oDrQrRRrSerThhhCstD/?rUrVRrWhG@Mt?hMbu}rX(h]rY(hhC0K'@rZr[Rr\KhhCr]r^Rr_e]r`(hhC0K'rarbRrcKhhCrdreRrferghhhCć<?rhriRrjhG@a j2hM^u}rk(h]rl(hhC0K'@rmrnRroKhhCr?Rr@KhhChMbu}r(h]r(hhCf(@rrRrKhhC!oD@rrRre]r(hhCf(rrRrKhhC!oDrrRrerhhhCY^$?rrRrhG@_IhMbu}r(h]r(hhC4N)@rrRrKhhCrrRre]r(hhC4N)rrRrKhhCrrRrerhhhC2I?rrRrhG@GeB.hMXu}r(h]r(hhC4N)@rrRrKhhCv]ahMbu}r(h]r(hhC4N)@rrRrKhhCKhhC%&r?r@RrAerBhhhC?rCrDRrEhG@G@hMXu}rF(h]rG(hhC4N)@rHrIRrJKhhC-@rKrLRrMe]rN(hhC4N)rOrPRrQKhhC-rRrSRrTerUhhhC0-j?rVrWRrXhG@Vs_ShMbu}rY(h]rZ(hhC4N)@r[r\Rr]KhhC4N @r^r_Rr`e]ra(hhC4N)rbrcRrdKhhC4N rerfRrgerhhhhCB?rirjRrkhG@bj MVEhMbu}rl(h]rm(hhC4N)@rnroRrpKhhC

U$j?r'r(Rr)hG@kxijrhM^u}r*(h]r+(hhC`]5*@r,r-Rr.KhhC

(hhC`]5*@r?r@RrAKhhC!oD@rBrCRrDe]rE(hhC`]5*rFrGRrHKhhC!oDrIrJRrKerLhhhC7?rMrNRrOhG@M hMXu}rP(h]rQ(hhC@8+@rRrSRrTKhhCrUrVRrWe]rX(hhC@8+rYrZRr[KhhCr\r]Rr^er_hhhCut?r`raRrbhG@gOqhMbu}rc(h]rd(hhC@8+@rerfRrgKhhChMbu}rv(h]rw(hhC@8+@rxryRrzKhhCRr?KhhC(h]r?(hhC3?rarbRrchG@wHƼγhMGu}rd(h]re(hhChM`u}r(h]r(hhC-@rrRrKhhCr?Rr@KhhC!oDrArBRrCerDhhhCZA_]?rErFRrGhG@:_J'hMbu}rH(h]rI(hhC?'.@rJrKRrLKhhCrMrNRrOe]rP(hhC?'.rQrRRrSKhhCrTrURrVerWhhhCJ?rXrYRrZhG@keJhMbu}r[(h]r\(hhC?'.@r]r^Rr_KhhChG@GyhMbu}r?(h]r@(hhC/@rArBRrCKhhC-?rDrERrFe]rG(hhC/rHrIRrJKhhC-rKrLRrMerNhhhC!(8?rOrPRrQhG@\bŬhhMbu}rR(h]rS(hhC/@rTrURrVKhhC(hhC!oD0r?r@RrAKhhC-rBrCRrDerEhhhC~ll?rFrGRrHhG@4!;+x?rlrmRrnhG@YaPhMRu}ro(h]rp(hhC!oD0@rqrrRrsKhhC!oD@rtruRrve]rw(hhC!oD0rxryRrzKhhC!oDr{r|Rr}er~hhhCJh1?rrRrhG@v*hM^u}r(h]r(hhC0@rrRrKhhCrrRre]r(hhC0rrRrKhhCrrRrerhhhCpL?rrRrhG@.4VhMbu}r(h]r(hhC0@rrRrKhhCRr?hG@#-FFhMbu}r@(h]rA(hhC+1@rBrCRrDKhhCrErFRrGe]rH(hhC+1rIrJRrKKhhCrLrMRrNerOhhhCyoR]?rPrQRrRhG@,]hMbu}rS(h]rT(hhC+1@rUrVRrWKhhCe]r?(hhCdx1r@rARrBKhhC-rCrDRrEerFhhhCdi>?rGrHRrIhG@W(%qhMLu}rJ(h]rK(hhCdx1@rLrMRrNKhhC}0b?rrRrhG@H8vOhMbu}r(h]r (hhC%&2@r r Rr KhhCr?Rr@hG@m0hMbu}rA(h]rB(hhC%&2@rCrDRrEKhhC4N @rFrGRrHe]rI(hhC%&2rJrKRrLKhhC4N rMrNRrOerPhhhCZV^a?rQrRRrShG@ *=ghMbu}rT(h]rU(hhC%&2@rVrWRrXKhhC

Rr?e]r@(hhC`2rArBRrCKhhCrDrERrFerGhhhC;?rHrIRrJhG@W~^&hM^u}rK(h]rL(hhC`2@rMrNRrOKhhC hhhCriN?r? r@ RrA hG@`+_NhMbu}rB (h]rC (hhCPh/n3@rD rE RrF KhhC!r?!Rr@!e]rA!(hhC@)3rB!rC!RrD!KhhC4N rE!rF!RrG!erH!hhhCt3?rI!rJ!RrK!hG@#hMbu}rL!(h]rM!(hhC@)3@rN!rO!RrP!KhhC

?r"r"Rr "hG@2&hMbu}r "(h]r "(hhC0U4@r "r "Rr"KhhC

hMbu}r"(h]r"(hhC 84@r"r"Rr"KhhC%&@r"r"Rr"e]r"(hhC 84r"r"Rr"KhhC%&r"r"Rr"er"hhhCez#4?r"r"Rr"hG@^49DhM^u}r"(h]r"(hhC 84@r"r"Rr"KhhC-@r"r"Rr"e]r"(hhC 84r"r"Rr"KhhC-r"r"Rr"er"hhhCY#3]?r"r"Rr"hG@R(hM^u}r"(h]r"(hhC 84@r"r"Rr"KhhC4N @r"r"Rr"e]r"(hhC 84r"r"Rr"KhhC4N r"r"Rr"er"hhhCBf?r"r"Rr"hG@S0hNhMbu}r"(h]r"(hhC 84@r"r"Rr"KhhC

hMbu}r:#(h]r;#(hhCl<5@r<#r=#Rr>#KhhC$Rr?$er@$hhhCEBI3s?rA$rB$RrC$hG@ᰝhMbu}rD$(h]rE$(hhC-5@rF$rG$RrH$KhhC