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FerFlow.jl
Commit 7b2d14d5 authored by Fernando Pérez Panadero's avatar Fernando Pérez Panadero
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Bug fixes. Stable io version.

parent 78447fa4
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Inline Side-by-side
Showing with 157 additions and 129 deletions
src/meas.jl
View file @ 7b2d14d5
......@@ -316,7 +316,7 @@ function Two_pt_lagrange() # Will be 2pt lagrange mult
pptilde_t0[:,noi,f] .= zero(ComplexF64)
@timeit "Volume sum" begin
pphat_t0[:,noi,f] .= -scalar_contraction(psi)
pptilde_t0[:,noi,f] .= gammazero_contraction(psi)
pptilde_t0[:,noi,f] .= dot_contraction(dws.st,psi)
end
_,epslist = flw_adapt(U, psi, int, params["Frontflow"]["t_zero"], gp, dpar[f], lp, ymws, dws)
......@@ -337,7 +337,7 @@ function Two_pt_lagrange() # Will be 2pt lagrange mult
pptilde_t[:,noi,fl,f] .= zero(ComplexF64)
@timeit "Volume sum" begin
pphat_t[:,noi,fl,f] .= -scalar_contraction(psi)
pptilde_t[:,noi,fl,f] .= gammazero_contraction(psi)
pptilde_t[:,noi,fl,f] .= dot_contraction(dws.st,psi)
end
ymws.U1 .= U
flw(U, psi, int, 1, params["Frontflow"]["epsilon"], gp, dpar[f], lp, ymws, dws)
......@@ -349,7 +349,7 @@ function Two_pt_lagrange() # Will be 2pt lagrange mult
pptilde_t[:,noi,end,f] .= zero(ComplexF64)
@timeit "Volume sum" begin
pphat_t[:,noi,end,f] .= -scalar_contraction(psi)
pptilde_t[:,noi,end,f] .= gammazero_contraction(psi)
pptilde_t[:,noi,end,f] .= dot_contraction(dws.st,psi)
end
@timeit "CPU to GPU" copyto!(U,U_CPU)
......@@ -387,6 +387,22 @@ function scalar_contraction(psi)
return reshape(Array(CUDA.reduce(+, ymws.rm; dims=(1,2,3))),lp.iL[end])
end
function krnl_dot_contraction!(cm,st, psi, lp)
@inbounds begin
b = Int64(CUDA.threadIdx().x)
r = Int64(CUDA.blockIdx().x)
I = point_coord((b,r), lp)
cm[I] = dot(st[b,r],psi[b,r])
end
return nothing
end
function dot_contraction(st,psi)
CUDA.@sync begin
CUDA.@cuda threads=lp.bsz blocks=lp.rsz krnl_dot_contraction!(ymws.cm,st, psi, lp)
end
return reshape(Array(CUDA.reduce(+, ymws.cm; dims=(1,2,3))),lp.iL[end])
end
function krnl_gammazero_contraction!(cm, psi, lp)
@inbounds begin
b = Int64(CUDA.threadIdx().x)
......
src/utils.jl
View file @ 7b2d14d5
......@@ -73,49 +73,49 @@ function read_ff(name::String)
CN = Vector{ComplexF64}(undef,1);
RN = Vector{Float64}(undef,1);
pp_corr = Array{Float64}(undef,1,iL[4],N_noiseff,Nf);
ap_corr = Array{ComplexF64}(undef,1,iL[4],N_noiseff,Nf);
pphat0 = Array{Float64}(undef,1,iL[4],N_noiseff,Nf);
pptilde0 = Array{ComplexF64}(undef,1,iL[4],N_noiseff,Nf);
pp_corr_t = Array{Float64}(undef,1,iL[4],N_noiseff,nsteps+1,Nf);
ap_corr_t = Array{ComplexF64}(undef,1,iL[4],N_noiseff,nsteps+1,Nf);
pphat_t = Array{Float64}(undef,1,iL[4],N_noiseff,nsteps+1,Nf);
pptilde_t = Array{ComplexF64}(undef,1,iL[4],N_noiseff,nsteps+1,Nf);
Eoft = Array{Complex{Float64}}(undef,1,1+nsteps,iL[4]);
Eoft0 = Array{Complex{Float64}}(undef,1,iL[4]);
Qt = Array{Complex{Float64}}(undef,1,1+nsteps,iL[4]);
Qt0 = Array{Complex{Float64}}(undef,1,iL[4]);
pp_corr_tfl = Array{Float64}(undef,1,iL[4],N_noisebf,nflow,Nf);
ap_corr_tfl = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
Sigma = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
Sigma_cfl = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
Sigma2 = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
Sigma2_cfl = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
ChiDchi = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
ChiDchi_cfl = Array{ComplexF64}(undef,1,iL[4],N_noisebf,nflow,Nf);
pp_corr_mc = Array{Float64}(undef,0,iL[4],N_noiseff,Nf);
ap_corr_mc = Array{ComplexF64}(undef,0,iL[4],N_noiseff,Nf);
pphat0_mc = Array{Float64}(undef,0,iL[4],N_noiseff,Nf);
pptilde0_mc = Array{ComplexF64}(undef,0,iL[4],N_noiseff,Nf);
pphat_t_mc = Array{Float64}(undef,0,iL[4],N_noiseff,nsteps+1,Nf);
pptilde_t_mc = Array{ComplexF64}(undef,0,iL[4],N_noiseff,nsteps+1,Nf);
pp_corr_t_mc = Array{Float64}(undef,0,iL[4],N_noiseff,nsteps+1,Nf);
ap_corr_t_mc = Array{ComplexF64}(undef,0,iL[4],N_noiseff,nsteps+1,Nf);
Eoft_mc = Array{Complex{Float64}}(undef,0,1+nsteps,iL[4]);
Eoft0_mc = Array{Complex{Float64}}(undef,0,iL[4]);
Qt_mc = Array{Complex{Float64}}(undef,0,1+nsteps,iL[4]);
Qt0_mc = Array{Complex{Float64}}(undef,0,iL[4]);
pp_corr_tfl_mc = Array{Float64}(undef,0,iL[4],N_noisebf,nflow,Nf);
ap_corr_tfl_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
Sigma_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
Sigma_cfl_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
Sigma2_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
Sigma2_cfl_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
ChiDchi_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
ChiDchi_cfl_mc = Array{ComplexF64}(undef,0,iL[4],N_noisebf,nflow,Nf);
pp_corr = Array{Float64}(undef,iL[4],N_noiseff,Nf);
ap_corr = Array{ComplexF64}(undef,iL[4],N_noiseff,Nf);
pphat0 = Array{Float64}(undef,iL[4],N_noiseff,Nf);
pptilde0 = Array{ComplexF64}(undef,iL[4],N_noiseff,Nf);
pp_corr_t = Array{Float64}(undef,iL[4],N_noiseff,nsteps+1,Nf);
ap_corr_t = Array{ComplexF64}(undef,iL[4],N_noiseff,nsteps+1,Nf);
pphat_t = Array{Float64}(undef,iL[4],N_noiseff,nsteps+1,Nf);
pptilde_t = Array{ComplexF64}(undef,iL[4],N_noiseff,nsteps+1,Nf);
Eoft = Array{Complex{Float64}}(undef,1+nsteps,iL[4]);
Eoft0 = Array{Complex{Float64}}(undef,iL[4]);
Qt = Array{Complex{Float64}}(undef,1+nsteps,iL[4]);
Qt0 = Array{Complex{Float64}}(undef,iL[4]);
pp_corr_tfl = Array{Float64}(undef,iL[4],N_noisebf,nflow,Nf);
ap_corr_tfl = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
Sigma = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
Sigma_cfl = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
Sigma2 = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
Sigma2_cfl = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
ChiDchi = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
ChiDchi_cfl = Array{ComplexF64}(undef,iL[4],N_noisebf,nflow,Nf);
pp_corr_mc = [Vector{Float64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:Nf]
ap_corr_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:Nf]
pphat0_mc = [Vector{Float64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:Nf]
pptilde0_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:Nf]
pp_corr_t_mc = [Vector{Float64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:nsteps+1, _ in 1:Nf]
ap_corr_t_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:nsteps+1, _ in 1:Nf]
pphat_t_mc = [Vector{Float64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:nsteps+1, _ in 1:Nf]
pptilde_t_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noiseff, _ in 1:nsteps+1, _ in 1:Nf]
Eoft_mc = [Vector{Complex{Float64}}() for _ in 1:1+nsteps, _ in 1:iL[4]]
Eoft0_mc = [Vector{Complex{Float64}}() for _ in 1:iL[4]]
Qt_mc = [Vector{Complex{Float64}}() for _ in 1:1+nsteps, _ in 1:iL[4]]
Qt0_mc = [Vector{Complex{Float64}}() for _ in 1:iL[4]]
pp_corr_tfl_mc = [Vector{Float64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
ap_corr_tfl_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
Sigma_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
Sigma_cfl_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
Sigma2_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
Sigma2_cfl_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
ChiDchi_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
ChiDchi_cfl_mc = [Vector{ComplexF64}() for _ in 1:iL[4], _ in 1:N_noisebf, _ in 1:nflow, _ in 1:Nf]
while BDIO_get_uinfo(file) != 8
BDIO_seek!(file)
......@@ -126,97 +126,97 @@ function read_ff(name::String)
for f in 1:Nf
for noi in 1:N_noiseff
BDIO_read(file,TvecR)
pp_corr[1,:,noi,f] .= TvecR
pp_corr[:,noi,f] .= TvecR
BDIO_read(file,TvecC)
ap_corr[1,:,noi,f] .= TvecC
ap_corr[:,noi,f] .= TvecC
BDIO_read(file,TvecR)
pphat0[1,:,noi,f] .= TvecR
pphat0[:,noi,f] .= TvecR
BDIO_read(file,TvecC)
pptilde0[1,:,noi,f] .= TvecC
pptilde0[:,noi,f] .= TvecC
for fl in 1:nsteps+1
BDIO_read(file,TvecR)
pp_corr_t[1,:,noi,fl,f].= TvecR
pp_corr_t[:,noi,fl,f].= TvecR
BDIO_read(file,TvecC)
ap_corr_t[1,:,noi,fl,f].= TvecC
ap_corr_t[:,noi,fl,f].= TvecC
BDIO_read(file,TvecR)
pphat_t[1,:,noi,fl,f].= TvecR
pphat_t[:,noi,fl,f].= TvecR
BDIO_read(file,TvecC)
pptilde_t[1,:,noi,fl,f].= TvecC
pptilde_t[:,noi,fl,f].= TvecC
end
end
end
BDIO_read(file,TvecC)
Eoft0[1,:] .= TvecC
Eoft0[:] .= TvecC
BDIO_read(file,TvecC)
Qt0[1,:] .= TvecC
Qt0[:] .= TvecC
for fl in 1:nsteps+1
BDIO_read(file,TvecC)
Eoft[1,:] .= TvecC
Eoft[fl,:] .= TvecC
BDIO_read(file,TvecC)
Qt[1,:] .= TvecC
Qt[fl,:] .= TvecC
end
for f in 1:Nf
for noi in 1:N_noisebf
for fl in 1:nflow
BDIO_read(file,TvecR)
pp_corr_tfl[1,:,noi,fl,f].= TvecR
pp_corr_tfl[:,noi,fl,f].= TvecR
BDIO_read(file,TvecC)
ap_corr_tfl[1,:,noi,fl,f].= TvecC
ap_corr_tfl[:,noi,fl,f].= TvecC
BDIO_read(file,TvecC)
Sigma[1,:,noi,fl,f] .= TvecC
Sigma[:,noi,fl,f] .= TvecC
BDIO_read(file,TvecC)
Sigma_cfl[1,:,noi,fl,f] .= TvecC
Sigma_cfl[:,noi,fl,f] .= TvecC
BDIO_read(file,TvecC)
Sigma2[1,:,noi,fl,f] .= TvecC
Sigma2[:,noi,fl,f] .= TvecC
BDIO_read(file,TvecC)
Sigma2_cfl[1,:,noi,fl,f] .= TvecC
Sigma2_cfl[:,noi,fl,f] .= TvecC
BDIO_read(file,TvecC)
ChiDchi[1,:,noi,fl,f] .= TvecC
ChiDchi[:,noi,fl,f] .= TvecC
BDIO_read(file,TvecC)
ChiDchi_cfl[1,:,noi,fl,f] .= TvecC
ChiDchi_cfl[:,noi,fl,f] .= TvecC
end
end
end
Eoft0_mc=[Eoft0_mc;Eoft0]
Eoft_mc=[Eoft_mc;Eoft]
Qt0_mc=[Qt0_mc;Qt0]
Qt_mc=[Qt_mc;Qt]
pp_corr_mc=[pp_corr_mc;pp_corr]
ap_corr_mc=[ap_corr_mc;ap_corr]
pphat0_mc=[pphat0_mc;pphat0]
pptilde0_mc=[pptilde0_mc;pptilde0]
pp_corr_t_mc=[pp_corr_t_mc;pp_corr_t]
ap_corr_t_mc=[ap_corr_t_mc;ap_corr_t]
pphat_t_mc=[pphat_t_mc;pphat_t]
pptilde_t_mc=[pptilde_t_mc;pptilde_t]
pp_corr_tfl_mc=[pp_corr_tfl_mc;pp_corr_tfl]
ap_corr_tfl_mc=[ap_corr_tfl_mc;ap_corr_tfl]
Sigma_mc=[Sigma_mc;Sigma]
Sigma_cfl_mc=[Sigma_cfl_mc;Sigma_cfl]
Sigma2_mc=[Sigma2_mc;Sigma2]
Sigma2_cfl_mc=[Sigma2_cfl_mc;Sigma2_cfl]
ChiDchi_mc=[ChiDchi_mc;ChiDchi]
ChiDchi_cfl_mc=[ChiDchi_cfl_mc;ChiDchi_cfl]
push!.(Eoft0_mc, Eoft0)
push!.(Eoft_mc, Eoft)
push!.(Qt0_mc, Qt0)
push!.(Qt_mc, Qt)
push!.(pp_corr_mc, pp_corr)
push!.(ap_corr_mc, ap_corr)
push!.(pphat0_mc, pphat0)
push!.(pptilde0_mc, pptilde0)
push!.(pp_corr_t_mc, pp_corr_t)
push!.(ap_corr_t_mc, ap_corr_t)
push!.(pphat_t_mc, pphat_t)
push!.(pptilde_t_mc, pptilde_t)
push!.(pp_corr_tfl_mc, pp_corr_tfl)
push!.(ap_corr_tfl_mc, ap_corr_tfl)
push!.(Sigma_mc, Sigma)
push!.(Sigma_cfl_mc, Sigma_cfl)
push!.(Sigma2_mc, Sigma2)
push!.(Sigma2_cfl_mc, Sigma2_cfl)
push!.(ChiDchi_mc, ChiDchi)
push!.(ChiDchi_cfl_mc, ChiDchi_cfl)
BDIO_seek!(file)
BDIO_seek!(file)
......@@ -224,7 +224,7 @@ function read_ff(name::String)
BDIO_close!(file)
return Eoft0_mc,Eoft_mc,Qt0_mc,Qt,pp_corr_mc,ap_corr_mc,pp_corr_t_mc,ap_corr_t_mc,pp_corr_tfl_mc,ap_corr_tfl_mc,Sigma_mc,Sigma_cfl_mc,Sigma2_mc,Sigma2_cfl_mc,ChiDchi_mc,ChiDchi_cfl_mc,pphat_t_mc,pptilde_t_mc,pphat0_mc,pptilde0_mc
return Eoft0_mc,Eoft_mc,Qt0_mc,Qt_mc,pp_corr_mc,ap_corr_mc,pp_corr_t_mc,ap_corr_t_mc,pp_corr_tfl_mc,ap_corr_tfl_mc,Sigma_mc,Sigma_cfl_mc,Sigma2_mc,Sigma2_cfl_mc,ChiDchi_mc,ChiDchi_cfl_mc,pphat_t_mc,pptilde_t_mc,pphat0_mc,pptilde0_mc
end
......@@ -235,48 +235,60 @@ Loads in the variables 'Eoft','Eoft0','Qt','Qt0', 'pp_corr', 'ap_corr', 'pp_corr
'uwreal' quantities. Noise average has been performed. The indices are, when corresponding, eucliden time and flow times
"""
function uwff(file::String)
Eoft0_mc,Eoft_mc,Qt0_mc,Qt,pp_corr_mc,ap_corr_mc,pp_corr_t_mc,ap_corr_t_mc,pp_corr_tfl_mc,ap_corr_tfl_mc,Sigma_mc,Sigma_cfl_mc,Sigma2_mc,Sigma2_cfl_mc,ChiDchi_mc,ChiDchi_cfl_mc,pphat_t_mc,pptilde_t_mc,pphat0_mc,pptilde0_mc = read_ff(file)
Eoft0_mc,Eoft_mc,Qt0_mc,Qt_mc,pp_corr_mc,ap_corr_mc,pp_corr_t_mc,ap_corr_t_mc,pp_corr_tfl_mc,ap_corr_tfl_mc,Sigma_mc,Sigma_cfl_mc,Sigma2_mc,Sigma2_cfl_mc,ChiDchi_mc,ChiDchi_cfl_mc,pphat_t_mc,pptilde_t_mc,pphat0_mc,pptilde0_mc = read_ff(file)
runame = String(split(split(file,"/")[end],".")[1])
T = size(pp_corr_mc)[2]
Nsff = size(pp_corr_mc)[3]
nsteps = size(pp_corr_t_mc)[4]-1
Nsbf = size(pp_corr_tfl_mc)[3]
Nfl = size(pp_corr_tfl_mc)[4]
Nf = size(pp_corr_mc)[4]
global Eoft = [uwreal(real.(Eoft_mc[:,i,j]),runame) for j in 1:T, i in 1:nsteps+1]
global Eoft0 = [uwreal(real.(Eoft0_mc[:,j]),runame) for j in 1:T]
global Qt = [uwreal(real.(Qt_mc[:,i,j]),runame) for j in 1:T, i in 1:nsteps+1]
global Qt0 = [uwreal(real.(Qt0_mc[:,j]),runame) for j in 1:T]
global pp_corr = [uwreal(sum(pp_corr_mc,dims = 3)[:,i,1,f]./Nsff,runame) for i in 1:T, for f in 1:Nf]
global ap_corr = [uwreal(real.(sum(ap_corr_mc,dims = 3)[:,i,1,f]./Nsff),runame) for i in 1:T, for f in 1:Nf]
global pphat0 = [uwreal(sum(pphat0_mc,dims = 3)[:,i,1,f]./Nsff,runame) for i in 1:T, for f in 1:Nf]
global pptilde0 = [uwreal(real.(sum(pptilde0_mc,dims = 3)[:,i,1,f]./Nsff),runame) for i in 1:T, for f in 1:Nf]
global pp_corr = [uwreal(sum(pp_corr_mc,dims = 3)[:,i,1,f]./Nsff,runame) for i in 1:T, for f in 1:Nf]
global ap_corr = [uwreal(real.(sum(ap_corr_mc,dims = 3)[:,i,1,f]./Nsff),runame) for i in 1:T, for f in 1:Nf]
global pp_corr_t = [uwreal(sum(pp_corr_t_mc,dims = 3)[:,i,1,k,f]./Nsff,runame) for i in 1:T, k in 1:nsteps+1, for f in 1:Nf]
global ap_corr_t = [uwreal(real.(sum(ap_corr_t_mc,dims = 3)[:,i,1,k,f]./Nsff),runame) for i in 1:T,k in 1:nsteps+1, for f in 1:Nf]
global pphat_t = [uwreal(sum(pphat_t_mc,dims = 3)[:,i,1,k,f]./Nsff,runame) for i in 1:T, k in 1:nsteps+1, for f in 1:Nf]
global pptilde_t = [uwreal(real.(sum(pptilde_t_mc,dims = 3)[:,i,1,k,f]./Nsff),runame) for i in 1:T,k in 1:nsteps+1, for f in 1:Nf]
global pp_corr_tfl = [uwreal(sum(pp_corr_tfl_mc,dims = 3)[:,i,1,k,f]./Nsbf,runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
global ap_corr_tfl = [uwreal(real.(sum(ap_corr_tfl_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T,k in 1:Nfl, for f in 1:Nf]
global Sigma = [uwreal(real.(sum(Sigma_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
global Sigma_cfl = [uwreal(real.(sum(Sigma_cfl_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
global Sigma2 = [uwreal(real.(sum(Sigma2_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
global Sigma2_cfl = [uwreal(real.(sum(Sigma2_cfl_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
global ChiDchi = [uwreal(real.(sum(ChiDchi_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
global ChiDchi_cfl = [uwreal(real.(sum(ChiDchi_cfl_mc,dims = 3)[:,i,1,k,f]./Nsbf),runame) for i in 1:T, k in 1:Nfl, for f in 1:Nf]
T = size(pp_corr_mc)[1]
Nsff = size(pp_corr_mc)[2]
nsteps = size(pp_corr_t_mc)[3]-1
Nsbf = size(pp_corr_tfl_mc)[2]
Nfl = size(pp_corr_tfl_mc)[3]
Nf = size(pp_corr_mc)[3]
global Eoft = [uwreal(real.(Eoft_mc[i,j]) ,runame) for j in 1:T, i in 1:nsteps+1]
global Eoft0 = [uwreal(real.(Eoft0_mc[j]) ,runame) for j in 1:T]
global Qt = [uwreal(real.(Qt_mc[i,j]) ,runame) for j in 1:T, i in 1:nsteps+1]
global Qt0 = [uwreal(real.(Qt0_mc[j]) ,runame) for j in 1:T]
pp_corr_mc = sum(pp_corr_mc,dims = 2)[:,1,:]./Nsff
global pp_corr = [uwreal(pp_corr_mc[i,f] ,runame) for i in 1:T, f in 1:Nf]
ap_corr_mc = real.(sum(ap_corr_mc,dims = 2)[:,1,:]./Nsff)
global ap_corr = [uwreal(ap_corr_mc[i,f] ,runame) for i in 1:T, f in 1:Nf]
global pphat0 = [uwreal(sum(pphat0_mc,dims = 2)[i,1,f]./Nsff ,runame) for i in 1:T, f in 1:Nf]
global pptilde0 = [uwreal(real.(sum(pptilde0_mc,dims = 2)[i,1,f]./Nsff) ,runame) for i in 1:T, f in 1:Nf]
pp_corr_t_mc = sum(pp_corr_t_mc,dims = 2)[:,1,:,:]./Nsff
global pp_corr_t = [uwreal(pp_corr_t_mc[i,k,f] ,runame) for i in 1:T, k in 1:nsteps+1, f in 1:Nf]
ap_corr_t_mc = real.(sum(ap_corr_t_mc,dims = 2)[:,1,:,:]./Nsff)
global ap_corr_t = [uwreal(ap_corr_t_mc[i,k,f] ,runame) for i in 1:T, k in 1:nsteps+1, f in 1:Nf]
pphat_t_mc = sum(pphat_t_mc,dims = 2)[:,1,:,:]./Nsff
global pphat_t = [uwreal(pphat_t_mc[i,k,f] ,runame) for i in 1:T, k in 1:nsteps+1, f in 1:Nf]
pptilde_t_mc = real.(sum(pptilde_t_mc,dims = 2)[:,1,:,:]./Nsff)
global pptilde_t = [uwreal(pptilde_t_mc[i,k,f] ,runame) for i in 1:T, k in 1:nsteps+1, f in 1:Nf]
pp_corr_tfl_mc = sum(pp_corr_tfl_mc,dims = 2)[:,1,:,:]./Nsff
global pp_corr_tfl = [uwreal(pp_corr_tfl_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
ap_corr_tfl_mc = real.(sum(ap_corr_tfl_mc,dims = 2)[:,1,:,:]./Nsff)
global ap_corr_tfl = [uwreal(ap_corr_tfl_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
Sigma_mc = real.(sum(Sigma_mc,dims = 2)[:,1,:,:]./Nsbf)
global Sigma = [uwreal(Sigma_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
Sigma_cfl_mc = real.(sum(Sigma_cfl_mc,dims = 2)[:,1,:,:]./Nsbf)
global Sigma_cfl = [uwreal(Sigma_cfl_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
Sigma2_mc = real.(sum(Sigma2_mc,dims = 2)[:,1,:,:]./Nsbf)
global Sigma2 = [uwreal(Sigma2_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
Sigma2_cfl_mc = real.(sum(Sigma2_cfl_mc,dims = 2)[:,1,:,:]./Nsbf)
global Sigma2_cfl = [uwreal(Sigma2_cfl_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
ChiDchi_mc = real.(sum(ChiDchi_mc,dims = 2)[:,1,:,:]./Nsbf)
global ChiDchi = [uwreal(ChiDchi_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
ChiDchi_cfl_mc = real.(sum(ChiDchi_cfl_mc,dims = 2)[:,1,:,:]./Nsbf)
global ChiDchi_cfl = [uwreal(ChiDchi_cfl_mc[i,k,f] ,runame) for i in 1:T, k in 1:Nfl, f in 1:Nf]
return nothing
end
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