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CG! scalar product and typos fixed
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1 changed files with 29 additions and 7 deletions
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@ -14,21 +14,43 @@
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Solves the linear equation `Ax = si`
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Solves the linear equation `Ax = si`
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"""
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"""
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function CG!(si, U, m0, A, lp::SpaceParm, dws::DiracWorkspace)
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function krnl_dot!(sum,fone,ftwo)
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b=Int64(CUDA.threadIdx().x)
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r=Int64(CUDA.blockIdx().x)
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sum[b,r] = dot(fone[b,r],ftwo[b,r])
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return nothing
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end
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function field_dot(fone::AbstractArray,ftwo::AbstractArray,sumf,lp) where {T}
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CUDA.@sync begin
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CUDA.@cuda threads=lp.bsz blocks=lp.rsz krnl_dot!(sumf,fone,ftwo)
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end
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return sum(sumf)
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end
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function CG!(si, U, A, dpar::DiracParam, lp::SpaceParm, dws::DiracWorkspace{T}, maxiter::Int64 = 10, tol=1.0) where {T}
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dws.sr .= si
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dws.sr .= si
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dws.sp .= si
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dws.sp .= si
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norm = CUDA.mapreduce(x -> norm2(x), +, si)
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norm = CUDA.mapreduce(x -> norm2(x), +, si)
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fill!(si,zero(eltype(so)))
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fill!(si,zero(eltype(si)))
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err = 0.0
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err = 0.0
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tol = eps * norm
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tol = tol * norm
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iterations = 0
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iterations = 0
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sumf = scalar_field(Complex{T}, lp)
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niter = 0
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niter = 0
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for i in 1:maxiter
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for i in 1:maxiter
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A(dws.sAp, U, dws.sp, am0, dws.st, lp)
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A(dws.sAp, U, dws.sp, dpar, dws, lp)
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prod = CUDA.mapreduce(x -> dot(x[1],x[2]), +, zip(dws.sp, dws.sAp))
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prod = field_dot(dws.sp,dws.sAp,sumf,lp)
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alpha = norm/prod
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alpha = norm/prod
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si .= si .+ alpha .* dws.sp
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si .= si .+ alpha .* dws.sp
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