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=-o6Bwipe(up)*<3<*'D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*(%(D' =-o6Bwipe(up)*<3<*(D@' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*)%(D' =-o6Bwipe(up)*<3<*)D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<**%(D' =-o6Bwipe(up)*<3<**D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*/%(D' =-o6Bwipe(up)*<3<*/D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*B%(D' =-o6Bwipe(up)*<3<*BD8' =%(DH&' =%(D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-o6Bwipe(up)*<3<*D@' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*.%(D' =-o6Bwipe(up)*<3<*.D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*0%(D' =-o6Bwipe(up)*<3<*0D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*:%(D' =-o6Bwipe(up)*<3<*:D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*;%(D' =-o6Bwipe(up)*<3<*;D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*<%(D' =-o6Bwipe(up)*<3<*<D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*=%(D' =-o6Bwipe(up)*<3<*=D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*>%(D' =-o6Bwipe(up)*<3<*>D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*?%(D' =-o6Bwipe(up)*<3<*?D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*@%(D' =-o6Bwipe(up)*<3<*@D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*A%(D' =-o6Bwipe(up)*<3<*AD3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*I%(D' =-o6Bwipe(up)*<3<*ID3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*J%(D' =-o6Bwipe(up)*<3<*JD3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*M%(D' =-o6Bwipe(up)*<3<*MD3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*N%(D' =-o6Bwipe(up)*<3<*ND3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Q%(D' =-o6Bwipe(up)*<3<*QD3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*R%(D' =-o6Bwipe(up)*<3<*RDP' =%(D8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*T%(D' =-g6B fade*<3<*TD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*S%(D' =-g6B fade*<3<*SD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*P%(D' =-g6B fade*<3<*PD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*O%(D' =-g6B fade*<3<*OD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*L%(D' =-g6B fade*<3<*LD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*K%(D' =-g6B fade*<3<*KD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*D%(D' =-g6B fade*<3<*DD8' =A@BB BB0B%(D' =1:Bvisible*o3>+B#style.visibility<*C%(D' =-g6B fade*<3<*C++0+0 ++0+ 0 ++0+0 ++0+0 ++0+!0 ++0+'0 ++0+)0 ++0+.0 ++0+C0 ++0+D0 ++0+K0 ++0+L0 ++0+O0 ++0+P0 ++0+S0 ++0+T0 +{. 0L0 ~(    C &Asunset@0 ,$D 0  Z=d. ff3pH=" ' p,$@ 0  0`:$  fClear Colour Channel(2   C 6Asunser_channelp `,$D  0H  0޽h ? 33 } ___PPT10] ..h0o+ %D% ' = @B D ' = @BA?%,( < +O%,( < +D' =%(D' =%(DI' =4@BB5BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =+4 8?RCBBCB#ppt_wB*Y3>B ppt_w<*D' =+4 8?RCBBCB#ppt_hB*Y3>B ppt_h<*D' =-g6B fade*<3<*D' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*D3' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-o6Bwipe(up)*<3<*+'. 0L0 (  x  <A C??f  C  0PB$ P *Clear Colour Channel: 800x600, Pentium4 HT*+ 2*c* H  0޽h ? 33___PPT10u..h0o+D=' H = @B +%. 0L0 (  x  <A 5??]  5  0h1 P (Clear Colour Channel: 800x600, Pentium D*) 2(c( H  0޽h ? 33___PPT10u..h0o+D=' H = @B +R5. 0L0 3)+))Ǽ((  x  <A c??P c  0t( P )Clear Colour Channel: 800x600, Core 2 Duo** 2)c) h% Pp,  Ǽ #"*pP, ,$D 0> 6 B\a ?b , F>6___PPT9 v1,00@(" d  @`z 5 B ? b , VNF___PPT9(   4331600000B (" d '   @`V 4 B ?~ b , VNF___PPT9(  ~ 4331600000B (" d '  @` 3 B ?Pb ~ , VNF___PPT9(  Instructions Retired events@ " d' 6  @`> 2 Bt ?b F>6___PPT9 v7,26@(" d  @`S 1 B ? b VNF___PPT9(  {3289029B(" d'  @`S 0 B ?~  b VNF___PPT9(  {453 264B(" d'  @` / B ?P~ b VNF___PPT9(  )#2nd Level Cache Read Retired eventsj$ " d' / ' b @`> . 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VNF___PPT9(  } 154431264B (" d '  @`T ( BW ?~  VNF___PPT9(  |95808300B (" d'  @` ' BpW ?P~ VNF___PPT9(  )#1st Level Cache Load Retired eventsj$ " d' /  ' b @`9 & B?:F>6___PPT9 q> " d  @`S % B ? :VNF___PPT9(  {700x600B(" d'  @`S $ B\?~ : VNF___PPT9(  {800x500B(" d'  @`9 " Bԏ ?p:F>6___PPT9 q> " d  @`   B, ?~ p:VNF___PPT9(   Grain SizeB (" d ' $ @`n  B  ?Pp~ VNF___PPT9(  CountersB (" d'  @`ZB ; s *1 ?PppZB < s *1 ?P, , ZB = s *1 ?PpP, ZB > s *1 ?p, ZB A s *1 ?PZB C s *1 ?~ p~ , ZB E s *1 ? : , ZB G s *1 ?~ ::ZB K s *1 ?p, ZB Z s *1 ?PZB l s *1 ?PZB ~ s *1 ?Pb b B  s *D0 ,$@ 0B  s *Dd4$ ,$@ 0B  s *D1 t0 ,$D 0H  0޽h ? 33  ___PPT10 .h0o+P˵D[ ' = @B D ' = @BA?%,( < +O%,( < +DL' =%(D' =%(D' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =%(D' =%(DI' =4@BB5BB%(D' =1:Bvisible*o3>+B#style.visibility<*Ǽ%(D' =+4 8?RCBBCB#ppt_wB*Y3>B ppt_w<*ǼD' =+4 8?RCBBCB#ppt_hB*Y3>B ppt_h<*ǼD' =-g6B fade*<3<*Ǽ+. 0L0 (    C &Asunset@0 ,$D 0  Zd.fLfff" ' p,$@ 0  0,W  _ Gaussian Blur(2    C &Asunsetp `,$D 0  C 0Asunser_blurp `,$D 0H  0޽h ? 33&___PPT10..h0o+4D' = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(DI' =4@BB5BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =+4 8?RCBBCB#ppt_wB*Y3>B ppt_w<*D' =+4 8?RCBBCB#ppt_hB*Y3>B ppt_h<*D' =-g6B fade*<3<*D ' =%(D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =-g6B fade*<3<*DI' =4@BB5BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D' =+4 8?RCBBCB#ppt_wB*Y3>B ppt_w<*D' =+4 8?RCBBCB#ppt_hB*Y3>B ppt_h<*D' =-g6B fade*<3<*D' =%(D+' =4@BB BB%(D' =1:Bvisible*o3>+B#style.visibility<*%(D'  =-g6B fade*<3<*+Q. 0L0 D<(  x  <A 7??P 7  0W P :Gaussian Blur: 200x150, =2.0* 2c4  H  0޽h ? 33___PPT10u..h0o+D=' = @B +Q. 0L0 D<(  x  <A 8??P 8  0 P :Gaussian Blur: 400x300, =2.0* 2c4  H  0޽h ? 33___PPT10u..h0o+D=' = @B +Q. 0L0 D<(  x  <A 9??P` 9  0X P :Gaussian Blur: 400x300, =3.0* 2c4  H  0޽h ? 33___PPT10u..h0o+D=' = @B +Q. 0L0 D< (  x  <A :??P :  0 P :Gaussian Blur: 800x600, =2.0* 2c4  H  0޽h ? 33___PPT10u..h0o+D=' = @B +. 0L0  ~ l (  l l 6 ` gparallel_reduce$  l 0P P,$@ 0 2r& Float sum = 0; for (int i=0; i<n; ++i) sum += Foo[i]; & T:DDDD!DH     2 l 0 ,$@ 0 *Class Sumfoo { float *a; public: float sum; void operator() (blocked_range<int>& r) const { for (int i=r.begin(); i!=r.end(); ++i) sum +=Foo(a[i]); } sumfoo (const float _a*) :a(_a), sum(0) {} sumfoo(sumfoo &x, split) : a(x.a), sum(0) {} ~sumfoo() {} void join( const sumfoo& y) {sum += y.sum;} }; & Sumfoo sf(a); parallel_for(blocked_range<int>(0, n, grain_size), sf ); & TDDDDDDDDDDD DDDD?D DDDDDD     1 0                               "        l 0  ,$ 0 aserial program: 2D  l 0 ,$ 0 p TBB program:, (2E D  H l 0޽h ? 33  ___PPT10 ..h0o+AD' = @B D' = @BA?%,( < +O%,( < +D' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*l%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*l%(D' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*l%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*l%(++0+l0 ++0+l0 ++0+l0 ++0+l0 +k4. 0L0   Nt (  t t 6 p gHow does it work?$  ?t 0ȥ  w,$  0 sSplit iteration space in a half 2 E  @t < p@ gW,$  0 v$Steal second half of iteration space%%E$ , At <l  ,$  0 SumFoo y(x, split)E<     Ct <  r ,$   0 ~,Reduce second half of iteration space into y--E,  Dt < H ,$  0 }+Reduce first half of iteration space into x,,E+  Et <\  `P ,$   0 dWait for volunteerE   Ft < @',$  0 i x.join(y) E"  B Gt s *D,$@  0B Ht s *Dp ,$@   0B It s *D ,$@  0B Kt@ s *D  ,$@   0B Lt s *D ,$@  0B Mt s *D`PP,$@  0B Nt s *DPP ,$@   0H t 0޽h ? 33&&___PPT10&..h0o+1ُD$' = @B D$' = @BA?%,( < +O%,( < +D' =%(D' =%(DD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*?t%(D' =-s6Bwipe(down)*<3<*?tD3' =%(D' =%(D7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Lt%(D' =-s6Bwipe(down)*<3<*LtDD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*@t%(D' =-s6Bwipe(down)*<3<*@tD3' =%(D' =%(D7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Mt%(D' =-s6Bwipe(down)*<3<*MtDD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*At%(D' =-s6Bwipe(down)*<3<*AtD ' =%(Df ' =%(D7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Gt%(D' =-s6Bwipe(down)*<3<*GtDD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*Dt%(D' =-s6Bwipe(down)*<3<*DtD7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Nt%(D' =-s6Bwipe(down)*<3<*NtDD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*Ct%(D' =-s6Bwipe(down)*<3<*CtDr' =%(D' =%(D7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Kt%(D' =-s6Bwipe(down)*<3<*KtD7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*Ht%(D' =-s6Bwipe(down)*<3<*HtDD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*Et%(D' =-s6Bwipe(down)*<3<*EtD3' =%(D' =%(D7' =4@BBBB%(D' =1:Bvisible*o3>+B#style.visibility<*It%(D' =-s6Bwipe(down)*<3<*ItDD' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*Ft%(D' =-s6Bwipe(down)*<3<*Ft++0+?t0 ++0+@t0 ++0+At0 ++0+Ct0 ++0+Dt0 ++0+Et0 ++0+Ft0 +. 0L0  B(     64 `  (Tasks for grown up JDBBB H  0޽h ? 33___PPT10u..h0o+D=' = @B +O. 0L0 B: (    0 @ P Developing new iteration space division algorithm and comparing with original one Upgrading visualization capabilities of Intel Thread Profiler  2 2gggg   < X vTwo  big tasks g( H  0޽h ? 33___PPT10u..h0o+D=' H = @B +. 0L0  6(    6 < 2$  < nV( lThree new algorithms g( ~  <$  H@8___PPT9 4Division in N parts Biting grainsize Golden Ratio&5!5g.     @`H  0޽h ? 33___PPT10u..h0o+D=' H = @B +. 0L0 0 3(    64$ < 2$  6A ??"`c:   <D$  j gN-part Division g( H  0޽h ? 33___PPT10u..h0o+D=' H = @B +. 0L0 @ N(    6$ < 2$  <$  3j $ Biting grainsize g("    x  <A ??  H  0޽h ? 33___PPT10u..h0o+D=' H = @B +. 0L0 `l(    6$ < ` SAR Packer  $  f  0A28333"`%H  0޽h ? 33___PPT10u..h0o+D=' H = @B + - 0 6. (  f  0A333"`  6h$ < ` SAR Packer  $  RB  s *D{ { H  0޽h ? fff___PPT10i..jxx+D=' H = @B +{. 0L0 ,$0(    60$ < rblocked_range_golden_ratio$   <A Q??8 Q$ 0H  0޽h ? 33___PPT10..h0o+PQFDO' H = @B D ' = @BA?%,( < +O%,( < +DA' =%(D' =%(D' =A@BBBB0B%(D' =1:Bvisible*o3>+B#style.visibility<*%(+0+(+ 0+$  . 0L0 P(  x  <A X?? 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