[Rd] stats::fft produces inconsistent results
d|pter|x@w@ng @end|ng |rom gm@||@com
Wed Oct 20 01:06:04 CEST 2021
Dear R-devel Team,
I'm developing a neuroscience signal pipeline package in R (https://github.com/dipterix/ravetools) and I noticed a weird issue that failed my unit test.
Basically I was trying to use `fftw3` library to implement fast multivariate fft function in C++. When I tried to compare my results with stats::fft, the test result showed the first element of **expected** (which was produced by stats::fft) was zero, which, I am pretty sure, is wrong, and I can confirm that my function produces correct results.
However, somehow I couldn’t reproduce this issue on my personal computer (osx, M1, R4.1.1), the error simply went away.
The catch is my function produced consistent and correct results but stats::fft was not. This does not mean `stats::fft` has bugs. Instead, I suspect there could be some weird interactions between my code and stats::fft at C/C++ level, but I couldn’t figure it out why.
Here’s the code I used for the test:
x <- rnorm(1000)
dim(x) <- c(100,10)
a <- ravetools:::mvfftw_r2c(x, 0)
c <- apply(x, 2, stats::fft)[1:51,]
Here are the tests that gave me the errors:
The test logs on win-builder
Test logs on GitHub
—————————————— Failed tests ——————————————
-- Failure (test-fftw.R:41:3): mvfftw_r2c --------------------------------------
`a` (`actual`) not equal to `c` (`expected`).
actual vs expected
[,1] [,2] [,3] [,4] ...
- actual[1, ] 10.8887367+ 0.0000000i -3.7808077+ 0.0000000i 2.967354+ 0.000000i 5.160186+ 0.000000i ...
+ expected[1, ] 0.0000000+ 0.0000000i -3.7808077+ 0.0000000i 2.967354+ 0.000000i 5.160186+ 0.000000i...
The first columns are different, `actual` is the results I produced via `ravetools:::mvfftw_r2c`, and `expected` was produced by `stats::fft`
Any help or attention is very much appreciated.
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