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Mbrr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X50279rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kgh']rhGX50279rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X8 sec.rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kgh']rhGX8 sec.rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X90 Mbrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kgh']rhGX90 Mbrr}r(h,jh-jubaubah0hubeh0hubh})r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']r(h)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X33000rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Khh']rhGX33000rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X165011rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Khh']rhGX165011r r }r (h,jh-jubaubah0hubh)r }r (h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X7 sec.rh-j h.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Khh']rhGX7 sec.rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X51 Mbrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Khh']r hGX51 Mbr!r"}r#(h,jh-jubaubah0hubh)r$}r%(h,Uh2}r&(h4]h5]h6]h7]h9]uh-jh']r'h)r(}r)(h,X165279r*h-j$h.h/h0hh2}r+(h4]h5]h6]h7]h9]uh;Khh']r,hGX165279r-r.}r/(h,j*h-j(ubaubah0hubh)r0}r1(h,Uh2}r2(h4]h5]h6]h7]h9]uh-jh']r3h)r4}r5(h,X10 sec.r6h-j0h.h/h0hh2}r7(h4]h5]h6]h7]h9]uh;Khh']r8hGX10 sec.r9r:}r;(h,j6h-j4ubaubah0hubh)r<}r=(h,Uh2}r>(h4]h5]h6]h7]h9]uh-jh']r?h)r@}rA(h,X264 MbrBh-j<h.h/h0hh2}rC(h4]h5]h6]h7]h9]uh;Khh']rDhGX264 MbrErF}rG(h,jBh-j@ubaubah0hubeh0hubh})rH}rI(h,Uh2}rJ(h4]h5]h6]h7]h9]uh-jh']rK(h)rL}rM(h,Uh2}rN(h4]h5]h6]h7]h9]uh-jHh']rOh)rP}rQ(h,X100000rRh-jLh.h/h0hh2}rS(h4]h5]h6]h7]h9]uh;Kih']rThGX100000rUrV}rW(h,jRh-jPubaubah0hubh)rX}rY(h,Uh2}rZ(h4]h5]h6]h7]h9]uh-jHh']r[h)r\}r](h,X500011r^h-jXh.h/h0hh2}r_(h4]h5]h6]h7]h9]uh;Kih']r`hGX500011rarb}rc(h,j^h-j\ubaubah0hubh)rd}re(h,Uh2}rf(h4]h5]h6]h7]h9]uh-jHh']rgh)rh}ri(h,X15 sec.rjh-jdh.h/h0hh2}rk(h4]h5]h6]h7]h9]uh;Kih']rlhGX15 sec.rmrn}ro(h,jjh-jhubaubah0hubh)rp}rq(h,Uh2}rr(h4]h5]h6]h7]h9]uh-jHh']rsh)rt}ru(h,X138 Mbrvh-jph.h/h0hh2}rw(h4]h5]h6]h7]h9]uh;Kih']rxhGX138 Mbryrz}r{(h,jvh-jtubaubah0hubh)r|}r}(h,Uh2}r~(h4]h5]h6]h7]h9]uh-jHh']rh)r}r(h,X500279rh-j|h.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kih']rhGX500279rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jHh']rh)r}r(h,X26 sec.rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kih']rhGX26 sec.rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jHh']rh)r}r(h,X792 Mbrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kih']rhGX792 Mbrr}r(h,jh-jubaubah0hubeh0hubeh0hubeh0hubaubh)r}r(h,XThe same information listed by model size shows that for small models, one can see that memory requirements are not a simple function of number of triples, but also a function of the model type. The reasoning model uses more memory per triple than the simple model. Especially noticeable is that at very large sizes, in terms of number of triples, the reasoning model uses significantly more memory.rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Klh(h4]h5]h6]h7]h9]uh-j,h']r?h)r@}rA(h,X1 sec.rBh-j<h.h/h0hh2}rC(h4]h5]h6]h7]h9]uh;Kxh']rDhGX1 sec.rErF}rG(h,jBh-j@ubaubah0hubh)rH}rI(h,Uh2}rJ(h4]h5]h6]h7]h9]uh-j,h']rKh)rL}rM(h,X10 MbrNh-jHh.h/h0hh2}rO(h4]h5]h6]h7]h9]uh;Kxh']rPhGX10 MbrQrR}rS(h,jNh-jLubaubah0hubh)rT}rU(h,Uh2}rV(h4]h5]h6]h7]h9]uh-j,h']rWh)rX}rY(h,XsimplerZh-jTh.h/h0hh2}r[(h4]h5]h6]h7]h9]uh;Kxh']r\hGXsimpler]r^}r_(h,jZh-jXubaubah0hubeh0hubh})r`}ra(h,Uh2}rb(h4]h5]h6]h7]h9]uh-jh']rc(h)rd}re(h,Uh2}rf(h4]h5]h6]h7]h9]uh-j`h']rgh)rh}ri(h,X329rjh-jdh.h/h0hh2}rk(h4]h5]h6]h7]h9]uh;Kyh']rlhGX329rmrn}ro(h,jjh-jhubaubah0hubh)rp}rq(h,Uh2}rr(h4]h5]h6]h7]h9]uh-j`h']rsh)rt}ru(h,X2 sec.rvh-jph.h/h0hh2}rw(h4]h5]h6]h7]h9]uh;Kyh']rxhGX2 sec.ryrz}r{(h,jvh-jtubaubah0hubh)r|}r}(h,Uh2}r~(h4]h5]h6]h7]h9]uh-j`h']rh)r}r(h,X13 Mbrh-j|h.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kyh']rhGX13 Mbrr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-j`h']rh)r}r(h,X reasoningrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kyh']rhGX reasoningrr}r(h,jh-jubaubah0hubeh0hubh})r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']r(h)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X444rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kzh']rhGX444rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X2 sec.rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kzh']rhGX2 sec.rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X13 Mbrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kzh']rhGX13 Mbrr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X reasoningrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;Kzh']rhGX reasoningrr}r(h,jh-jubaubah0hubeh0hubh})r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']r(h)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X511rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;K{h']rhGX511rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X2 sec.rh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;K{h']rhGX2 sec.rr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,X15 Mbrh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;K{h']rhGX15 Mbrr}r(h,jh-jubaubah0hubh)r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']rh)r}r(h,Xsimplerh-jh.h/h0hh2}r(h4]h5]h6]h7]h9]uh;K{h']rhGXsimplerr}r(h,jh-jubaubah0hubeh0hubh})r}r(h,Uh2}r(h4]h5]h6]h7]h9]uh-jh']r(h)r }r (h,Uh2}r (h4]h5]h6]h7]h9]uh-jh']r h)r }r (h,X779r h-j h.h/h0hh2}r (h4]h5]h6]h7]h9]uh;K|h']r hGX779r r }r (h,j h-j ubaubah0hubh)r }r (h,Uh2}r (h4]h5]h6]h7]h9]uh-jh']r h)r }r (h,X2 sec.r h-j h.h/h0hh2}r (h4]h5]h6]h7]h9]uh;K|h']r hGX2 sec.r r }r (h,j h-j ubaubah0hubh)r }r (h,Uh2}r (h4]h5]h6]h7]h9]uh-jh']r h)r }r (h,X17 Mbr h-j h.h/h0hh2}r (h4]h5]h6]h7]h9]uh;K|h']r hGX17 Mbr! r" }r# (h,j h-j ubaubah0hubh)r$ }r% (h,Uh2}r& (h4]h5]h6]h7]h9]uh-jh']r' h)r( }r) (h,X reasoningr* h-j$ h.h/h0hh2}r+ (h4]h5]h6]h7]h9]uh;K|h']r, hGX reasoningr- r. }r/ (h,j* h-j( ubaubah0hubeh0hubh})r0 }r1 (h,Uh2}r2 (h4]h5]h6]h7]h9]uh-jh']r3 (h)r4 }r5 (h,Uh2}r6 (h4]h5]h6]h7]h9]uh-j0 h']r7 h)r8 }r9 (h,X1661r: h-j4 h.h/h0hh2}r; (h4]h5]h6]h7]h9]uh;K}h']r< hGX1661r= r> }r? 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(h7]h6]h4]h5]h9]hDjuh;Kh }r? (h,Uh-j h.h/h0h1h2}r@ (h4]h5]h6]h7]rA h ah9]rB h auh;Kh)rD }rE (h,jh-j> h.h/h0hBh2}rF (h7]h6]h4]h5]h9]hDjuh;Kh h.h/h0hh2}rN (h4]h5]h6]h7]h9]uh;Kh h.h/h0j0 h2}rU (jjh7]h6]h4]h5]h9]uh;Kh h.h/h0hh2}r] (h4]h5]h6]h7]h9]uh;Kh h.h/h0hh2}re (h4]h5]h6]h7]h9]uh;Kh h.h/h0j0 h2}rl (jjh7]h6]h4]h5]h9]uh;Kh)rw }rx (h,jh-jq h.h/h0hBh2}ry (h7]h6]h4]h5]h9]hDjuh;Kh 0.9, whereas the reasoning model data could be highly corelated with a binomial equation.r h-jq h.h/h0hh2}r (h4]h5]h6]h7]h9]uh;M h 0.9, whereas the reasoning model data could be highly corelated with a binomial equation.r r }r (h,j h-j ubaubh)r }r (h,X.Expressed as a function of file size (bytes)::r h-jq h.h/h0hh2}r (h4]h5]h6]h7]h9]uh;M$h Uinput_encoding_error_handlerr? j Uauto_id_prefixr@ UidrA Udoctitle_xformrB Ustrip_elements_with_classesrC NU _config_filesrD ]Ufile_insertion_enabledrE U raw_enabledrF KU dump_settingsrG NubUsymbol_footnote_startrH KUidsrI }rJ (hjh"j h&hh j> h$j jvjrjjjRjNjdj`j.j*j@j<jjjjhEhjjjjh#jhj hj hjq h%h*h!jhjuUsubstitution_namesrK }rL h0h