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Faster czt #43

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wants to merge 4 commits into from
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Faster czt #43

wants to merge 4 commits into from

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RainerHeintzmann
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to speed up the czt performance. Also added support for arbitrary transform-dims.

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codecov bot commented Jun 20, 2024

Codecov Report

Attention: Patch coverage is 95.83333% with 1 line in your changes missing coverage. Please review.

Project coverage is 92.93%. Comparing base (4dcec51) to head (7435066).
Report is 1 commits behind head on main.

Files Patch % Lines
src/czt.jl 95.83% 1 Missing ⚠️
Additional details and impacted files
@@           Coverage Diff           @@
##             main      #43   +/-   ##
=======================================
  Coverage   92.92%   92.93%           
=======================================
  Files          18       18           
  Lines        1018     1019    +1     
=======================================
+ Hits          946      947    +1     
  Misses         72       72           

☔ View full report in Codecov by Sentry.
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@@ -267,30 +269,38 @@ function czt_1d(xin, plan::CZTPlan_1D)
# which (intentionally) leads to non-real results for even-sized arrays at non-unit zoom

L = size(plan.fft_fv, plan.d)
nsz = ntuple((dd) -> (dd==plan.d) ? L : size(xin, dd), Val(ndims(xin)))
nsz = ntuple((dd) -> (dd==plan.d) ? L : size(xin, dd), Val(D)) # sizes may vary per dimension, so a new array has to be generated
# append zeros
y = zeros(eltype(plan.aw), nsz)
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If you want this CUDA runable, do

y = similar(xin, eltype(plan.aw), nsz)
fill!(y, 0)

In my code, I try to avoid zeros or ones.

# corner = ntuple((x)->1, Val(ndims(xin)))
# select_region(xin .* plan.aw, new_size=nsz, center=corner, dst_center=corner)

# g = ifft(fft(y, d) .* plan.fft_fv, d)
g = plan.ifftw_plan * (plan.fftw_plan * y .* plan.fft_fv)
plan.fftw_plan! * y # in-place application to y
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in general avoid comments behind lines, do better above.

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